Louis Durlofsky
Otto N. Miller Professor in the School of Earth Sciences
Energy Science & Engineering
Academic Appointments
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Professor, Energy Science & Engineering
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Affiliate, Precourt Institute for Energy
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Affiliate, Stanford Woods Institute for the Environment
Administrative Appointments
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Post-Doctoral Fellow, California Institute of Technology, Pasadena, California (1986 - 1987)
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Various positions, Chevron Petroleum Technology Company, La Habra, California (1987 - 1999)
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Associate Professor (Research) of Petroleum Engineering, Stanford University (1998 - 2001)
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Senior Staff Research Scientist, Reservoir Simulation Research Team, Chevron Energy Technology Company, San Ramon, California (1999 - 2004)
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Associate Professor of Petroleum Engineering, Stanford University (2001 - 2003)
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Professor of Petroleum Engineering / Professor of Energy Resources Engineering, Stanford University (2003 - Present)
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Chair, Department of Energy Resources Engineering, Stanford University (2006 - 2012)
Honors & Awards
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Member, National Academy of Engineering, National Academy of Engineering (2022)
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Best Paper Award (for year 2014), Mathematical Geosciences (2016)
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IBM Faculty Award, IBM (2013)
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Best Paper Award (for year 2008), Mathematical Geosciences (2009)
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Otto N. Miller Chair in Earth Sciences, Stanford University (2009)
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SPE Distinguished Member, Society of Petroleum Engineers (2007)
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SPE Lester C. Uren Award (for distinguished achievement before age 45), Society of Petroleum Engineers (2007)
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SPE Outstanding Technical Editor Award, SPE Journal (2004)
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SPE Reservoir Engineering Award, Society of Petroleum Engineers (2002)
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School of Earth Sciences Excellence in Teaching Award, Stanford University (2001)
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Chevron Corporation Chairman's Award, Chevron (1999)
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Chevron Petroleum Technology Company R&D Award, Chevron Petroleum Technology Company (1995)
Boards, Advisory Committees, Professional Organizations
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Co-taught Reservoir Simulation Short Course, July, Stanford University (2018 - 2018)
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External review committee member, Pennsylvania State University Petroleum and Natural Gas Engineering (PNGE) Program, Penn State (2018 - 2018)
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Invited speaker, Penn State (2018 - 2018)
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Invited speaker, SIAM Conference on Uncertainty Quantification, Garden Grove, CA, SIAM (2018 - 2018)
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Co-organizer, IPAM Long Program on Computational Issues in Oil Field Applications, UCLA IPAM (2017 - 2017)
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Co-taught Reservoir Simulation Short Course, July, Stanford University (2017 - 2017)
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Guest co-editor, of Special Issue of Mathematical Geosciences on Smart Oil Fields and Mining Complexes, Mathematical Geosciences (2017 - 2017)
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Invited speaker, ExxonMobil Upstream Research Company, Houston, TX (2017 - 2017)
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Invited speaker, IPAM Workshop on Multiphysics, Multiscale, and Coupled Problems in Subsurface Physics, UCLA IPAM. Los Angeles, CA (2017 - 2017)
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Invited speaker, IPAM Workshop on Data Assimilation, Uncertainty Reduction, and Optimization for Subsurface Flow, UCLA IPAM (2017 - 2017)
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Invited speaker, SPE Workshop: Learning from Reservoir Response – History Matching and Data Analytics, Austin TX, SPE (2017 - 2017)
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Invited speaker, West Coast Reduced-Order Modeling Workshop, Lawrence Berkeley National Laboratory (2017 - 2017)
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Associate Chair for Diversity and Inclusion, Stanford School of Earth, Energy & Environmental Sciences (2016 - Present)
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Co-taught Reservoir Simulation Short Course, July, Stanford University (2016 - 2016)
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Invited speaker, InterPore Conference, Cincinnati, OH, InterPore (2016 - 2016)
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Invited speaker, Workshop on Numerical Optimization for Application in Reservoir Management, Utrecht, The Netherlands, TNO (2016 - 2016)
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External review committee member, Geo-cluster, TU Delft, The Netherlands (2015 - 2016)
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Co-taught Reservoir Simulation Short Course, July, Stanford University (2015 - 2015)
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Invited speaker, Chevron Energy Technology Company, Houston (2015 - 2015)
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Invited speaker, West Coat ROM Workshop, Sandia National Laboratories, Livermore, CA (2015 - 2015)
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Invited speaker, Zandmer Distinguished Lecture Series (2 talks), University of Calgary, Alberta, Canada (2015 - 2015)
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Editorial Board, Mathematical Geosciences (2014 - Present)
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Co-taught Reservoir Simulation Short Course, August, Stanford University (2014 - 2014)
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Invited speaker, AGU Annual Meeting, San Francisco, AGU (2014 - 2014)
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Invited speaker, IFORS (International Federation of Operational Research Societies), Barcelona, Spain, IFORS (2014 - 2014)
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Invited speaker, InterPore Conference, Milwaukee, WI, InterPore (2014 - 2014)
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Invited speaker, Schlumberger Applied Mathematics Workshop (Webinar), Schlumberger, UK (2014 - 2014)
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Co-taught Reservoir Simulation Short Course, August, Stanford University (2013 - 2013)
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Invited speaker, Petroleum & Geosystems Engineering Department Seminar, March, University of Texas, Austin (2013 - 2013)
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Invited speaker, Petroleum Engineering Seminar Series, April, University of Houston (2013 - 2013)
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Invited speaker, Petroleum Engineering, October, Norwegian University of Science and Technology, Trondheim, Norway (2013 - 2013)
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Invited speaker, Schlumberger Applied Math Global Webinar, March, Schlumberger (2013 - 2013)
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Keynote speaker, International Conference on Nonlinearities and Upscaling in Porous Media, October, NUPUS, Os, Norway (2013 - 2013)
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Member of School of Earth Sciences Core Council, Stanford University (2012 - Present)
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Co-taught Reservoir Simulation Short Course, July, Stanford University (2012 - 2012)
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Invited speaker, InterPore Conference, Purdue University, West Lafayette, IN, May, InterPore (2012 - 2012)
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Editorial Board, Computational Geosciences (2011 - Present)
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Associate Editor, SIAM Multiscale Modeling and Simulation, Society for Industrial and Applied Mathematics (2011 - 2014)
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Co-taught Reservoir Simulation Short Course, July, Stanford University (2011 - 2011)
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Invited speaker, CENPES, Petrobras, Rio de Janeiro, Brazil, June, Petrobras (2011 - 2011)
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Invited speaker, NSF-SIAM Workshop on Collaboration in Mathematical Geosciences, Washington DC, September, NSF-SIAM (2011 - 2011)
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Invited speaker, Petroleum and Geological Engineering Department Seminar, October, University of Oklahoma (2011 - 2011)
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Invited speaker, Thermal and Fluid Sciences Affiliates Meeting - Optimization Day, February, Stanford University (2011 - 2011)
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Invited speaker, Workshop on Large-scale Inverse Problems and Quantification of Uncertainty, Institute of Mathematics and its Applications (IMA), University of Minnesota (2011 - 2011)
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Minisymposium co-organizer, SIAM Conference on Mathematical and Computational Issues in the Geosciences, Long Beach, CA, March, Society for Industrial and Applied Mathematics (2011 - 2011)
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Plenary speaker, Workshop on Geomechanics and Numerical Methods for Reservoir Simulation, LNCC, Petropolis, Brazil, June, LNCC (2011 - 2011)
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Co-Director, Stanford Smart Fields Consortium, Stanford University (2010 - Present)
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Co-taught Reservoir Simulation Short Course, July, Stanford University (2010 - 2010)
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Invited speaker, 2nd International Conference on Engineering Optimization, Lisbon, Portugal, September, EngOpt (2010 - 2010)
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Invited speaker, InterPore Conference and Annual Meeting, Texas A&M University, College Station, TX, March, InterPore (2010 - 2010)
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Invited speaker, London Mathematical Society Durham Research Symposium – Numerical Analysis of Multiscale Problems, Durham University, Durham, UK, July, London Mathematical Society (2010 - 2010)
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Invited speaker, Petroleum Engineering Department Seminar, College Station, October, Texas A&M University, (2010 - 2010)
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Co-organizer and Participant, Fueling the Future Panel Discussion, Stanford, January, Stanford University (2009 - 2009)
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Co-taught Reservoir Simulation Short Course, Stanford, July, Stanford University (2009 - 2009)
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Invited speaker, Reservoir Engineering Research Institute, Palo Alto, CA, May, Reservoir Engineering Research Institute (2009 - 2009)
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Invited speaker, SPE Golden Gate Section, San Ramon, CA, May, Society of Petroleum Engineers (2009 - 2009)
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Co-taught Reservoir Simulation Short Course, Stanford, July, Stanford University (2008 - 2008)
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Invited speaker, Distinguished Speaker Series in Computation for Design and Optimization, MIT, December, MIT (2008 - 2008)
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Invited speaker, SIAM Conference on Optimization, Boston, May, Society for Industrial and Applied Mathematics (2008 - 2008)
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Invited speaker, SPE Applied Technology Workshop on Closed-loop Reservoir Management, Bruges, Belgium, June, Society of Petroleum Engineers (2008 - 2008)
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Invited speaker, SPE Colloquium on Petroleum Engineering Education, Houston, January, Society of Petroleum Engineers (2008 - 2008)
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Invited speaker, Schlumberger-Doll Research, Cambridge, MA, December, Schlumberger-Doll (2008 - 2008)
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Minisymposium co-organizer, SIAM Conference on Optimization, Boston, May, Society for Industrial and Applied Mathematics (2008 - 2008)
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Co-taught Reservoir Simulation Short Course, Stanford, August, Stanford University (2007 - 2007)
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Invited speaker, Applied Computational Intelligence Laboratory, Pontifícia Universidade Católica do Rio de Janeiro, Brazil, August, Applied Computational Intelligence Laboratory (2007 - 2007)
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Invited speaker, CENPES, Petrobras, Rio de Janeiro, Brazil, August, Petrobras (2007 - 2007)
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Invited speaker, Foundation CMG Technical Symposium, Calgary, Canada, September, Foundation CMG (2007 - 2007)
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Invited speaker, Mathematics and Engineering Seminar, Texas Tech University, Lubbock, TX, February, Texas Tech University (2007 - 2007)
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Invited speaker, Occidental of Elk Hills, Bakersfield, CA, September, Occidental (2007 - 2007)
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Invited speaker, Petroleum & Geosystems Engineering Department Seminar, September, University of Texas, Austin, (2007 - 2007)
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Invited speaker, Petroleum Engineering Department Seminar, Baton Rouge, October, Louisiana State University (2007 - 2007)
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Invited speaker, Petroleum Engineering Department Seminar, University of Tulsa, OK, February, University of Tulsa (2007 - 2007)
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Invited speaker, Smart Fields Roundtable, Petrobras, Rio de Janeiro, Brazil, August, Petrobras (2007 - 2007)
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Invited speaker, US Baseline Workshop on Simulation Based Engineering and Science, Arlington, VA, November, World Technology Evaluation Center (2007 - 2007)
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Invited speaker, Uncertainty Modeling and Quantification in Computational Mechanics, Ann. Mtg, San Francisco, July, US National Congress on Computational Mechanics (2007 - 2007)
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Upscaling Short Course, Occidental of Elk Hills, Bakersfield, CA, September, Occidental (2007 - 2007)
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Co-taught Reservoir Simulation Short Course, August, Stanford University (2006 - 2006)
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Guest co-editor, Special Issue on Closed-loop Reservoir Management, Computational Geosciences (2006 - 2006)
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Invited speaker, 7th World Congress, Los Angeles, July, Computational Mechanics, Mathematical and Computational Aspects of Multi-scale and Multi-physics (2006 - 2006)
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Invited speaker, CNODC, Beijing, China, November, China National Oil & Gas Exploration Development (2006 - 2006)
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Invited speaker, China University of Petroleum, Beijing, China, November, China University of Petroleum (2006 - 2006)
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Invited speaker, ConocoPhillips, Houston, June, ConocoPhillips (2006 - 2006)
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Invited speaker, Data Assimilation in Computational Mechanics, Ann. Mtg. Los Angeles, July, World Congress on Computational Mechanics (2006 - 2006)
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Invited speaker, Geophysics Department Seminar, June, Stanford University (2006 - 2006)
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Invited speaker, Research Institute of Petroleum Exploration and Development (RIPED), PetroChina, Beijing, China, November, RIPED (2006 - 2006)
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Keynote speaker, Marathon Oil Company Upscaling Symposium, Houston, July, Marathon Oil Company (2006 - 2006)
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Keynote speaker, Quantitative Methods for Reservoir Characterization, Institut Francais du Petrole, Paris, France, April, Institut Francais du Petrole (2006 - 2006)
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Chair of Technical Committee, SPE Advanced Technology Workshop on Modeling and Optimization of Smart Wells, Huntington Beach, CA, April, Society of Petroleum Engineers (2005 - 2005)
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Co-taught Reservoir Simulation Short Course, August, Stanford University (2005 - 2005)
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Interim Department Chair, Energy Resources Engineering, Stanford University (2005 - 2005)
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Invited speaker, Computer Modeling Group, Calgary, Canada, March, Computer Modeling Group (2005 - 2005)
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Invited speaker, Eni E&P, Milan, Italy, June, Eni E&P (2005 - 2005)
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Invited speaker, Workshop on Integrative Multiscale Modeling and Simulation in Materials Science, Fluids and Environmental Science, Universite de Montreal, Canada, May, Universite de Montreal, (2005 - 2005)
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Keynote speaker, 8th International Forum on Reservoir Simulation, Stresa, Italy, June, International Forum on Reservoir Simulation (2005 - 2005)
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Member, Graduate Admissions Committee, Petroleum Engineering, Stanford University (2005 - 2005)
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School of Earth Sciences Academic Programs Committee (EEES), Stanford University (2004 - 2006)
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Chair, Graduate Admissions Committee, Petroleum Engineering, Stanford University (2004 - 2004)
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Co-organizer, Delft-Stanford Workshop on Closed-Loop Reservoir Management, Delft, Netherlands, June, Delft and Stanford Universities (2004 - 2004)
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Co-taught Reservoir Simulation Short Course, Stanford, August, Stanford University (2004 - 2004)
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Invited speaker EAGE Workshop on Scale Changes in Shared Earth Models, Paris, France, June, European Association of Scientists and Engineers (2004 - 2004)
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Invited speaker, AGU Annual Meeting, San Francisco, December, American Geophysical Union (2004 - 2004)
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Invited speaker, BG Group, Reading, UK, June, BG Group (2004 - 2004)
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Invited speaker, Department of Mathematics, University of Bergen, Norway, October, University of Bergen (2004 - 2004)
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Invited speaker, Department of Petroleum and Geosystems Engineering, University of Texas, September, University of Texas (2004 - 2004)
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Invited speaker, Gaz de France, Paris, France, June, Gaz de France (2004 - 2004)
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Invited speaker, Institut Francais du Petrole, Paris, France, June, Institut Francais du Petrole (IFP) (2004 - 2004)
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Invited speaker, Institute for Scientific Computation, Texas A&M University, August, Institute for Scientific Computation (2004 - 2004)
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Invited speaker, SPE Advanced Technology Workshop on Improved Reservoir Physics, San Diego, CA, April, Society of Petroleum Engineers (2004 - 2004)
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Invited speaker, Workshop on Multiscale Modeling for Fluid Flow and Material Science, University of Oslo, Norway, October, University of Oslo (2004 - 2004)
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School of Earth Sciences Core Disciplines Committee, Stanford University (2003 - 2004)
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Co-organizer, Heriot-Watt - Stanford Reservoir Description and Modeling Forum, Peebles, UK, September, Heriot-Watt - Stanford Modeling Forum, (2003 - 2003)
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Co-taught Short Course on Reservoir Simulation, August, Stanford University (2003 - 2003)
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Invited Speaker and Session Chair, SPE Forum on Reservoir Simulation, Park City, UT, July, Society of Petroleum Engineers (2003 - 2003)
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Invited Speaker, Ecole Nationale Superieure de Geologie, Nancy, France, October, Ecole Nationale Superieure de Geologie (2003 - 2003)
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Invited Speaker, Geophysics Department Seminar, May, Stanford University (2003 - 2003)
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Invited Speaker, SIAM Conference on Mathematical and Computational Issues in the Geosciences, Austin, TX, March, Society for Industrial and Applied Mathematics (2003 - 2003)
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Invited Speaker, Total, Pau, France, October, Total (2003 - 2003)
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Member of Technical Committee, SPE Reservoir Simulation Symposium, Febrary, Society of Petroleum Engineers (2003 - 2003)
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Mini-symposium co-organizer, SIAM Geosciences Conference, Austin, TX, March, Society for Industrial and Applied Mathematics (2003 - 2003)
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Permanent Member of the Scientific Committee, European Conference on the Mathematics of Oil Recovery (2002 - Present)
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Co-organizer and Invited Speaker, Institute of Mathematics and its Applications Workshop on Quantifying Uncertainty and Multiscale Phenomena in Subsurface Processes, Minneapolis, January, Institute of Mathematics (2002 - 2002)
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Guest Editor, Special Issue on Upscaling, Computational Geosciences (2002 - 2002)
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Invited Speaker, Dept. of Mathematics, University of Bergen (Norway), University of Bergen (2002 - 2002)
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Invited Speaker, Institute of Mathematics and its Analysis Workshop on Numerical Methods in the Geosciences, Minneapolis, MN, Institute of Mathematics (2002 - 2002)
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Keynote Speaker, Reservoir Simulation Forum, BHP-Billiton, Houston, TX, Reservoir Simulation Forum (2002 - 2002)
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Chairman of Technical Committee, 2001 SPE Reservoir Simulation Symposium, Society of Petroleum Engineers (2001 - 2001)
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Session Chair, Stanford/Heriot-Watt Reservoir Modeling Forum, Carmel, CA, Stanford/Heriot-Watt Reservoir Modeling Forum (2001 - 2001)
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Short course on Reservoir Simulation, Petroleum Engineering Department, Stanford University (2001 - 2001)
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Co-Director, Stanford Reservoir Simulation Affiliates Program (SUPRI-B), Stanford University (2000 - Present)
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Invited Speaker, Environmental Fluid Mechanics and Hydrology Seminar, Civil and Environmental Engineering, Stanford University (2000 - 2000)
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Invited Speaker, First SIAM Conference on Computational Science and Engineering, Washington, D.C., Society of Industrial and Applied Mathematics (2000 - 2000)
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Invited Speaker, Gordon Research Conference on Modeling Flow in Permeable Media, Andover, NH, Gordon Research Conference (2000 - 2000)
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Invited Speaker, Waseda University, Tokyo, Japan, Waseda University (2000 - 2000)
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Panelist, Fourth International Conference and Exhibition on Horizontal Well Technology, Calgary, Alberta, Canada, International Conference and Exhibition on Horizontal Well Technology (2000 - 2000)
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Short course on Reservoir Simulation, Petroleum Engineering Department, Stanford University (2000 - 2000)
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Member of Technical Committee, 2000 SPE Asia Pacific Conference (Japan), Society of Petroleum Engineers (1999 - 2000)
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Co-organizer and presenter, Workshop on Challenges of Multiphase Flow in Horizontal Wells, Porsgrunn, Norway, Workshop on Challenges of Multiphase Flow in Horizontal Wells (1999 - 1999)
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Invited Speaker, Chemical Engineering Fluid Mechanics Group, Stanford University (1999 - 1999)
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Invited Speaker, Workshop on Multiscale Modeling and Simulation of Flow and Transport in Porous Media, Los Alamos National Laboratory, Los Alamos, NM, Workshop on Multiscale Modeling and Simulation... (1999 - 1999)
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Invited speaker, SPE Forum on Reservoir Engineering Aspects of Multilateral and Advanced Wells, Breckenridge, CO, Society of Petroleum Engineers (1999 - 1999)
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Mini-symposium co-organizer and session chair, Fifth SIAM Geosciences Conference San Antonio, TX, Society of Industrial and Applied Mathematics (1999 - 1999)
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Session chair and presenter, Heriot-Watt - Stanford Forum, Edinburgh, UK, Heriot-Watt - Stanford Forum (1999 - 1999)
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Short course on Reservoir Simulation, Chevron, San Ramon, CA, Chevron (1999 - 1999)
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Short course on Reservoir Simulation, Petroleum Engineering Department, Stanford University (1999 - 1999)
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Co-Director, Stanford Advanced Wells Affiliates Program (SUPRI-HW), Stanford University (1998 - 2010)
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Member, Graduate Admissions Committee, Petroleum Engineering, Stanford University (1998 - 2001)
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Member of Technical Committee, 1999 SPE Reservoir Simulation Symposium, Society of Petroleum Engineers (1998 - 1999)
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Invited speaker, Petroleum Engineering, University of Texas at Austin, University of Texas, Austin (1998 - 1998)
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Member, SPE Forum Steering Committee, Society of Petroleum Engineers (1998 - 1998)
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Short course on Reservoir Simulation, Petroleum Engineering Dept, Stanford University (1998 - 1998)
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Short course on Upscaling, Japan National Oil Corporation, Tokyo, Japan, Japan National Oil Corporation (1998 - 1998)
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Invited plenary speaker and session chair, Fourth SIAM Geosciences Conference, Albuquerque, New Mexico, Society for Industrial and Applied Mathematics (1997 - 1997)
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Invited speaker, Petroleum Engineering, Stanford University (1997 - 1997)
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Member, Society for Industrial and Applied Mathematics (SIAM) (1996 - Present)
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Member, SPE Journal Editorial Board, SPE Journal (1996 - 2006)
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Invited speaker, Applied Math Colloquium, California Institute of Technology, Pasadena, California Institute of Technology (1996 - 1996)
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Invited speaker, Chemical Engineering, University of Southern California, Los Angeles, University of Southern California (1996 - 1996)
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Invited speaker, Elf Aquitaine Production, Pau, France, Elf Aquitaine (1996 - 1996)
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Invited speaker, SPE Forum Series in Europe on Upscaling, Aviemore, UK, Society of Petroleum Engineers (1996 - 1996)
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Member, Society of Petroleum Engineers (SPE) (1994 - Present)
Professional Education
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Ph.D., Massachusetts Institute of Technology, Chemical Engineering (1986)
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M.S., Massachusetts Institute of Technology, Chemical Engineering Practice (1982)
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B.S., Pennsylvania State University, Chemical Engineering (1981)
Current Research and Scholarly Interests
Research
Dr. Durlofsky co-directs the Stanford Smart Fields Consortium and the Reservoir Simulation Research industrial affiliates programs. His research involves a range of topics related to modeling, history matching, and optimizing subsurface flow processes, particularly oil and gas production and geological carbon storage operations. These optimization problems may entail, for example, the determination of the optimal number, type and placement of wells, along with their operational settings. Dr. Durlofsky’s research group treats optimization and history-matching both separately and in combination (in the latter case it is a “closed-loop” problem). These applications typically require large numbers of flow simulations, and this can result in extreme computational demands. The group’s current work is addressing this issue through the development of very fast deep-learning-based and reduced-order “surrogate” models, which can be used to replace many of the full-order numerical simulations. Recent work along these lines includes the development of POD-TPWL reduced-order numerical models, and the E2C deep-learning-based surrogate model. Related work entails the development of geological-parameterization techniques suitable for use in history matching (most recently CNN-PCA. Additional areas of interest include data-space inversion for predicting flow behavior based only on prior-model simulations and observed data (posterior/history-matched models are not constructed), multifidelity methods for uncertainty quantification, and modeling and upscaling of flow in fractured reservoirs. Dr. Durlofsky is also active in the area of energy systems optimization, where the goal may be, for example, to determine the optimal design and operation of integrated fossil-renewable electricity generation facilities.
Teaching
I teach or co-teach graduate courses on advanced reservoir engineering, reservoir simulation, and advanced reservoir simulation. These classes focus on the analytical description and computational modeling of subsurface flow phenomena. I also co-teach an undergraduate class on energy and the environment.
Professional Activities
I co-direct the Stanford University Industrial Affiliates Programs on Smart Fields and Reservoir Simulation Research (SUPRI-B). Outside of Stanford, I serve on the Editorial Boards of two journals, Computational Geosciences and Mathematical Geosciences, and I am a permanent member of the European Conference on the Mathematics of Oil Recovery (ECMOR) Program Committee. I am also an active member of the Society of Petroleum Engineers and the Society for Industrial and Applied Mathematics.
2024-25 Courses
- Energy and the Environment
EARTHSYS 101, ENERGY 101 (Win) - Subsurface Flow Simulation
ENERGY 223 (Spr) -
Independent Studies (10)
- Advanced Research Work in Energy Science and Engineering
ENERGY 360 (Aut, Win, Spr, Sum) - Doctoral Degree Research in Energy Science and Engineering
ENERGY 363 (Aut, Win, Spr, Sum) - Doctoral Degree Teaching Requirement
ENERGY 358 (Aut, Win, Spr) - Engineer's Degree Research in Energy Science and Engineering
ENERGY 362 (Aut, Win, Spr, Sum) - Master's Degree Research in Energy Science and Engineering
ENERGY 361 (Aut, Win, Spr, Sum) - Special Research Topics in Energy Science and Engineering
ENERGY 365 (Aut, Win, Spr, Sum) - Special Topics in Energy Science and Engineering
ENERGY 273 (Aut, Win, Spr, Sum) - Undergraduate Report on Energy Industry Training
ENERGY 155 (Aut, Win, Spr, Sum) - Undergraduate Research Problems
ENERGY 193 (Aut, Win, Spr, Sum) - Undergraduate Teaching Experience
ENERGY 192 (Aut, Win, Spr, Sum)
- Advanced Research Work in Energy Science and Engineering
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Prior Year Courses
2023-24 Courses
- Advanced Subsurface Flow Simulation
ENERGY 224 (Aut) - ESE Master's Graduate Seminar
ENERGY 351 (Aut) - ESE PhD Graduate Seminar
ENERGY 352 (Aut) - Energy and the Environment
EARTHSYS 101, ENERGY 101 (Win) - Subsurface Flow Simulation
ENERGY 223 (Spr)
2022-23 Courses
- Advanced Reservoir Engineering
ENERGY 222 (Spr) - Energy and the Environment
EARTHSYS 101, ENERGY 101 (Win) - Subsurface Flow Simulation
ENERGY 223 (Win)
2021-22 Courses
- Advanced Reservoir Engineering
ENERGY 222 (Spr) - Advanced Subsurface Flow Simulation
ENERGY 224 (Aut) - Energy and the Environment
EARTHSYS 101, ENERGY 101 (Win)
- Advanced Subsurface Flow Simulation
Stanford Advisees
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Doctoral Dissertation Reader (AC)
Jingru Cheng -
Postdoctoral Faculty Sponsor
Nanzhe Wang -
Doctoral Dissertation Advisor (AC)
Dylan Crain, Filippos Kostakis, Haoyu Tang, Wenchao Teng -
Master's Program Advisor
Xiaowen He, Oluwatobi Raji -
Doctoral (Program)
Guido Di Federico, Yifu Han, Xiaowen He, Keisuke Yamamura
All Publications
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Latent diffusion models for parameterization of facies-based geomodels and their use in data assimilation
COMPUTERS & GEOSCIENCES
2025; 194
View details for DOI 10.1016/j.cageo.2024.105755
View details for Web of Science ID 001355924000001
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Graph network surrogate model for subsurface flow optimization
JOURNAL OF COMPUTATIONAL PHYSICS
2024; 512
View details for DOI 10.1016/j.jcp.2024.113132
View details for Web of Science ID 001249301400001
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Surrogate model for geological CO 2 storage and its use in hierarchical MCMC history matching
ADVANCES IN WATER RESOURCES
2024; 187
View details for DOI 10.1016/j.advwatres.2024.104678
View details for Web of Science ID 001224713200001
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History matching for geological carbon storage using data-space inversion with spatio-temporal data parameterization
INTERNATIONAL JOURNAL OF GREENHOUSE GAS CONTROL
2024; 134
View details for DOI 10.1016/j.ijggc.2024.104124
View details for Web of Science ID 001226788100001
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Multi-asset closed-loop reservoir management using deep reinforcement learning
COMPUTATIONAL GEOSCIENCES
2023
View details for DOI 10.1007/s10596-023-10255-w
View details for Web of Science ID 001092830900001
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Neural network surrogate for flow prediction and robust optimization in fractured reservoir systems
FUEL
2023; 351
View details for DOI 10.1016/j.fuel.2023.128756
View details for Web of Science ID 001024364300001
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Integrated Framework for Constrained Optimization of Horizontal/Deviated Well Placement and Control for Geological CO2 Storage
SPE JOURNAL
2023; 28 (5): 2462-2481
View details for Web of Science ID 001093216200006
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An integrated framework for optimalmonitoring and historymatching in CO2 storage projects
COMPUTATIONAL GEOSCIENCES
2023
View details for DOI 10.1007/s10596-023-10216-3
View details for Web of Science ID 001034530300002
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Practical Closed- Loop Reservoir Management Using Deep Reinforcement Learning
SPE JOURNAL
2023; 28 (3): 1135-1148
View details for Web of Science ID 001020323900002
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Use of multifidelity training data and transfer learning for efficient construction of subsurface flow surrogate models
JOURNAL OF COMPUTATIONAL PHYSICS
2023; 474
View details for DOI 10.1016/j.jcp.2022.111800
View details for Web of Science ID 000893235700003
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Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology
JOURNAL OF COMPUTATIONAL PHYSICS
2023; 477
View details for DOI 10.1016/j.jcp.2023.111945
View details for Web of Science ID 000968018100001
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Convolutional - recurrent neural network proxy for robust optimization and closed-loop reservoir management
COMPUTATIONAL GEOSCIENCES
2023
View details for DOI 10.1007/s10596-022-10189-9
View details for Web of Science ID 000920991900003
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Optimization of Subsurface Flow Operations Using a Dynamic Proxy Strategy
MATHEMATICAL GEOSCIENCES
2022
View details for DOI 10.1007/s11004-022-10020-2
View details for Web of Science ID 000859792000002
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A New Flow-Kinematics-Based Model for Time-Dependent Effective Dispersion in Mixing-Limited Reactions
WATER RESOURCES RESEARCH
2022; 58 (9)
View details for DOI 10.1029/2022WR032156
View details for Web of Science ID 000856080500001
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Effective treatment of geometric constraints in derivative-free well placement optimization
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2022; 215
View details for DOI 10.1016/j.petrol.2022.110635
View details for Web of Science ID 000809640600002
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Deep-learning-based coupled flow-geomechanics surrogate model for CO(2 )sequestration
INTERNATIONAL JOURNAL OF GREENHOUSE GAS CONTROL
2022; 118
View details for DOI 10.1016/j.ijggc.2022.103692
View details for Web of Science ID 000814388300003
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Multigroup strategy for well control optimization
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2022; 214
View details for DOI 10.1016/j.petrol.2022.110448
View details for Web of Science ID 000793571000003
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Use of low-fidelity models with machine-learning error correction for well placement optimization
COMPUTATIONAL GEOSCIENCES
2022
View details for DOI 10.1007/s10596-022-10153-7
View details for Web of Science ID 000803551000001
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Treatment of model error in subsurface flow history matching using a data-space method
JOURNAL OF HYDROLOGY
2021; 603
View details for DOI 10.1016/j.jhydrol.2021.127063
View details for Web of Science ID 000731712100004
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Computational optimization of solar thermal generation with energy storage
SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS
2021; 47
View details for DOI 10.1016/j.seta.2021.101342
View details for Web of Science ID 000729901900005
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A Recurrent Neural Network-Based Proxy Model for Well-Control Optimization with Nonlinear Output Constraints
SPE JOURNAL
2021; 26 (4): 1837-1857
View details for DOI 10.2118/203980-PA
View details for Web of Science ID 000700523200015
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Data-Space Inversion With a Recurrent Autoencoder for Naturally Fractured Systems
FRONTIERS IN APPLIED MATHEMATICS AND STATISTICS
2021; 7
View details for DOI 10.3389/fams.2021.686754
View details for Web of Science ID 000678509200001
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Deep-learning-based surrogate flow modeling and geological parameterization for data assimilation in 3D subsurface flow
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
2021; 376
View details for DOI 10.1016/j.cma.2020.113636
View details for Web of Science ID 000618130100003
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3D CNN-PCA: A deep-learning-based parameterization for complex geomodels
COMPUTERS & GEOSCIENCES
2021; 148
View details for DOI 10.1016/j.cageo.2020.104676
View details for Web of Science ID 000623909800002
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A two-stage optimization strategy for large-scale oil field development
OPTIMIZATION AND ENGINEERING
2021
View details for DOI 10.1007/s11081-020-09591-y
View details for Web of Science ID 000608104400001
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Data-space inversion using a recurrent autoencoder for time-series parameterization
COMPUTATIONAL GEOSCIENCES
2020
View details for DOI 10.1007/s10596-020-10014-1
View details for Web of Science ID 000590498900001
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Field development optimization using a sequence of surrogate treatments
COMPUTATIONAL GEOSCIENCES
2020
View details for DOI 10.1007/s10596-020-09985-y
View details for Web of Science ID 000565137700001
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Deep-learning-based surrogate model for reservoir simulation with time-varying well controls
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2020; 192
View details for DOI 10.1016/j.petrol.2020.107273
View details for Web of Science ID 000575129700054
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A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems
JOURNAL OF COMPUTATIONAL PHYSICS
2020; 413
View details for DOI 10.1016/j.jcp.2020.109456
View details for Web of Science ID 000537219100012
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Multifidelity framework for uncertainty quantification with multiple quantities of interest
SPRINGER. 2020: 761–73
View details for DOI 10.1007/s10596-019-9825-1
View details for Web of Science ID 000526590400025
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Well control optimization using a two-step surrogate treatment
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2020; 187
View details for DOI 10.1016/j.petrol.2019.106565
View details for Web of Science ID 000510456900073
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Multilevel Strategies and Geological Parameterizations for History Matching Complex Reservoir Models
SOC PETROLEUM ENG. 2020: 81–104
View details for Web of Science ID 000576059800004
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Reduced-Order Modeling of Coupled Flow and Quasistatic Geomechanics
SOC PETROLEUM ENG. 2020: 326–46
View details for Web of Science ID 000576059800018
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A Deep-Learning-Based Geological Parameterization for History Matching Complex Models (vol 51, pg 725, 2019)
MATHEMATICAL GEOSCIENCES
2019; 51 (6): 841–42
View details for DOI 10.1007/s11004-019-09812-w
View details for Web of Science ID 000475963300006
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A Deep-Learning-Based Geological Parameterization for History Matching Complex Models
MATHEMATICAL GEOSCIENCES
2019; 51 (6): 725–66
View details for DOI 10.1007/s11004-019-09794-9
View details for Web of Science ID 000475963300002
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Implementation and detailed assessment of a GNAT reduced-order model for subsurface flow simulation
JOURNAL OF COMPUTATIONAL PHYSICS
2019; 379: 192–213
View details for DOI 10.1016/j.jcp.2018.11.038
View details for Web of Science ID 000456429600009
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Reduced-Order Modeling of Coupled Flow and Quasistatic Geomechanics
SPE Journal
2019
View details for DOI 10.2118/193863-PA
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A data-space inversion procedure for well control optimization and closed-loop reservoir management
Computational Geosciences
2019
View details for DOI 10.1007/s10596-019-09853-4
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Data-space approaches for uncertainty quantification of CO2 plume location in geological carbon storage
ADVANCES IN WATER RESOURCES
2019; 123: 234–55
View details for DOI 10.1016/j.advwatres.2018.10.028
View details for Web of Science ID 000453714000017
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Gradient-based Pareto optimal history matching for noisy data of multiple types
COMPUTATIONAL GEOSCIENCES
2018; 22 (6): 1465–85
View details for DOI 10.1007/s10596-018-9766-0
View details for Web of Science ID 000451222500005
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Optimal design and operation of integrated solar combined cycles under emissions intensity constraints
APPLIED ENERGY
2018; 226: 979–90
View details for DOI 10.1016/j.apenergy.2018.06.052
View details for Web of Science ID 000441688100080
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Machine-learning-based modeling of coarse-scale error, with application to uncertainty quantification
COMPUTATIONAL GEOSCIENCES
2018; 22 (4): 1093–1113
View details for DOI 10.1007/s10596-018-9740-x
View details for Web of Science ID 000438821700009
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Joint optimization of economic project life and well controls
SPE Journal
2018; 23 (2): 482-497
View details for DOI 10.2118/182642-PA
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A General Modeling Framework for Simulating Complex Recovery Processes in Fractured Reservoirs at Different Resolutions
SPE Journal
2018; 23 (02)
View details for DOI 10.2118/182621-PA
- Optimal design and operation of integrated solar combined cycles under emissions intensity constraints Applied Energy 2018; 226 (0306-2619): 979-990
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Reduced-order modeling of CO2 storage operations
INTERNATIONAL JOURNAL OF GREENHOUSE GAS CONTROL
2018; 68: 49–67
View details for DOI 10.1016/j.ijggc.2017.08.017
View details for Web of Science ID 000425112100005
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Error modeling for surrogates of dynamical systems using machine learning
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
2017; 112 (12): 1801–27
View details for DOI 10.1002/nme.5583
View details for Web of Science ID 000415888200005
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Operational optimization of an integrated solar combined cycle under practical time-dependent constraints
ENERGY
2017; 141: 1569–84
View details for DOI 10.1016/j.energy.2017.11.059
View details for Web of Science ID 000423249200019
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Production forecasting and uncertainty quantification for naturally fractured reservoirs using a new data-space inversion procedure
SPRINGER. 2017: 1443–58
View details for DOI 10.1007/s10596-017-9633-4
View details for Web of Science ID 000415817200038
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A New Data-Space Inversion Procedure for Efficient Uncertainty Quantification in Subsurface Flow Problems
MATHEMATICAL GEOSCIENCES
2017; 49 (6): 679–715
View details for DOI 10.1007/s11004-016-9672-8
View details for Web of Science ID 000405827400001
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Multilevel Field Development Optimization Under Uncertainty Using a Sequence of Upscaled Models
MATHEMATICAL GEOSCIENCES
2017; 49 (3): 307-339
View details for DOI 10.1007/s11004-016-9643-0
View details for Web of Science ID 000399164200003
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Smart Oil Fields and Mining Complexes
MATHEMATICAL GEOSCIENCES
2017; 49 (3): 275–76
View details for DOI 10.1007/s11004-017-9683-0
View details for Web of Science ID 000399164200001
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Use of reduced-order models in well control optimization
OPTIMIZATION AND ENGINEERING
2017; 18 (1): 105-132
View details for DOI 10.1007/s11081-016-9313-6
View details for Web of Science ID 000395034300006
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Trajectory piecewise quadratic reduced-order model for subsurface flow, with application to PDE-constrained optimization
JOURNAL OF COMPUTATIONAL PHYSICS
2016; 326: 446-473
View details for DOI 10.1016/j.jcp.2016.08.032
View details for Web of Science ID 000386067400024
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A general method to select representative models for decision making and optimization under uncertainty
COMPUTERS & GEOSCIENCES
2016; 96: 109-123
View details for DOI 10.1016/j.cageo.2016.08.002
View details for Web of Science ID 000384855300011
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A general gridding, discretization, and coarsening methodology for modeling flow in porous formations with discrete geological features
ADVANCES IN WATER RESOURCES
2016; 96: 354-372
View details for DOI 10.1016/j.advwatres.2016.07.019
View details for Web of Science ID 000384958100029
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Analytical approximations for effective relative permeability in the capillary limit
WATER RESOURCES RESEARCH
2016; 52 (10): 7645-7667
View details for DOI 10.1002/2016WR019234
View details for Web of Science ID 000388493400007
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Regularized kernel PCA for the efficient parameterization of complex geological models
JOURNAL OF COMPUTATIONAL PHYSICS
2016; 322: 859-881
View details for DOI 10.1016/j.jcp.2016.07.011
View details for Web of Science ID 000381585100044
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Assessment of advanced solvent-based post-combustion CO2 capture processes using a bi-objective optimization technique
APPLIED ENERGY
2016; 179: 1209-1219
View details for DOI 10.1016/j.apenergy.2016.07.062
View details for Web of Science ID 000383291800098
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Use of above-zone pressure data to locate and quantify leaks during carbon storage operations
INTERNATIONAL JOURNAL OF GREENHOUSE GAS CONTROL
2016; 52: 32-43
View details for DOI 10.1016/j.ijggc.2016.06.014
View details for Web of Science ID 000381728300004
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Upscaling for Compositional Reservoir Simulation
SPE JOURNAL
2016; 21 (3): 873-887
View details for Web of Science ID 000385256200016
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Ensemble level upscaling for compositional flow simulation
COMPUTATIONAL GEOSCIENCES
2016; 20 (3): 525-540
View details for DOI 10.1007/s10596-015-9503-x
View details for Web of Science ID 000376252400010
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A new carbon capture proxy model for optimizing the design and time-varying operation of a coal-natural gas power station
INTERNATIONAL JOURNAL OF GREENHOUSE GAS CONTROL
2016; 48: 234-252
View details for DOI 10.1016/j.ijggc.2015.11.023
View details for Web of Science ID 000376458500005
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Local-Global Upscaling for Compositional Subsurface Flow Simulation
TRANSPORT IN POROUS MEDIA
2016; 111 (3): 701-730
View details for DOI 10.1007/s11242-015-0621-7
View details for Web of Science ID 000371017100009
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Closed-Loop Field Development Under Uncertainty by Use of Optimization With Sample Validation
SPE JOURNAL
2015; 20 (5): 908-922
View details for Web of Science ID 000364542400002
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Upscaling of CO2 injection into brine with capillary heterogeneity effects
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2015; 134: 60-75
View details for DOI 10.1016/j.petrol.2015.07.021
View details for Web of Science ID 000365334600007
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Data assimilation and uncertainty assessment for complex geological models using a new PCA-based parameterization
COMPUTATIONAL GEOSCIENCES
2015; 19 (4): 747-767
View details for DOI 10.1007/s10596-015-9483-x
View details for Web of Science ID 000361462400004
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Comprehensive framework for gradient-based optimization in closed-loop reservoir management
COMPUTATIONAL GEOSCIENCES
2015; 19 (4): 877-897
View details for DOI 10.1007/s10596-015-9496-5
View details for Web of Science ID 000361462400012
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Constraint reduction procedures for reduced-order subsurface flow models based on POD-TPWL
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
2015; 103 (1): 1-30
View details for DOI 10.1002/nme.4874
View details for Web of Science ID 000355840500001
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Optimization of carbon-capture-enabled coal-gas-solar power generation
ENERGY
2015; 79: 149-162
View details for DOI 10.1016/j.energy.2014.11.003
View details for Web of Science ID 000348959000014
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Optimizing heat integration in a flexible coal-natural gas power station with CO2 capture
INTERNATIONAL JOURNAL OF GREENHOUSE GAS CONTROL
2014; 31: 138-152
View details for DOI 10.1016/j.ijggc.2014.09.019
View details for Web of Science ID 000346595300015
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Generalized Field-Development Optimization With Derivative-Free Procedures
SPE JOURNAL
2014; 19 (5): 891-908
View details for Web of Science ID 000345286600012
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Reduced-Order Modeling for Compositional Simulation by Use of Trajectory Piecewise Linearization
SPE JOURNAL
2014; 19 (5): 858-872
View details for Web of Science ID 000345286600010
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A New Differentiable Parameterization Based on Principal Component Analysis for the Low-Dimensional Representation of Complex Geological Models
MATHEMATICAL GEOSCIENCES
2014; 46 (7): 775-813
View details for DOI 10.1007/s11004-014-9541-2
View details for Web of Science ID 000343163100001
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A derivative-free methodology with local and global search for the constrained joint optimization of well locations and controls
COMPUTATIONAL GEOSCIENCES
2014; 18 (3-4): 463-482
View details for DOI 10.1007/s10596-013-9383-x
View details for Web of Science ID 000341492200014
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Reduced-order modeling for thermal recovery processes
COMPUTATIONAL GEOSCIENCES
2014; 18 (3-4): 401-415
View details for DOI 10.1007/s10596-013-9369-8
View details for Web of Science ID 000341492200010
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Biobjective optimization for general oil field development
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2014; 119: 123-138
View details for DOI 10.1016/j.petrol.2014.04.021
View details for Web of Science ID 000339695300013
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Adjoint formulation and constraint handling for gradient-based optimization of compositional reservoir flow
COMPUTATIONAL GEOSCIENCES
2014; 18 (2): 117-137
View details for DOI 10.1007/s10596-013-9385-8
View details for Web of Science ID 000336396700002
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Adjoint formulation and constraint handling for gradient-based optimization of compositional reservoir flow
Computational Geosciences
2014
View details for DOI 10.1007/s10596-013-9385-8
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Fluid flow through porous sandstone with overprinting and intersecting geological structures of various types
Advances in the Study of Fractured Reservoirs, Special Publications, 374
The Geological Society, London. 2014
View details for DOI 10.1144/SP374.11
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Optimization and data assimilation for geological carbon storage
COMPUTATIONAL MODELS FOR CO2 GEO-SEQUESTRATION & COMPRESSED AIR ENERGY STORAGE
2014; 10: 357–88
View details for Web of Science ID 000351076900013
- Reduced-order modeling for compositional simulation by use of trajectory piecewise linearization SPE Journal 2014
- Fluid flow through porous sandstone with overprinting and intersecting geological structures of various types Advances in the Study of Fractured Reservoirs, Special Publications, 374 The Geological Society, London. 2014
- Generalized field development optimization using derivative-free procedures SPE Journal 2014
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Reduced-order modeling for thermal recovery processes
Computational Geosciences
2014
View details for DOI 10.1007/s10596-013-9369-8
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Optimization of shale gas field development using direct search techniques and reduced-physics models
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2013; 108: 304-315
View details for DOI 10.1016/j.petrol.2013.04.019
View details for Web of Science ID 000325232200028
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Reduced-order flow modeling and geological parameterization for ensemble-based data assimilation
COMPUTERS & GEOSCIENCES
2013; 55: 54-69
View details for DOI 10.1016/j.cageo.2012.03.027
View details for Web of Science ID 000318384600006
- Chemical reaction modeling in a compositional reservoir-simulation framework, SPE paper 163677 SPE Reservoir Simulation Symposium, The Woodlands, TX, Feb. 18-20 2013
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Optimal heat integration in a coal-natural gas energy park with CO2 capture
International Conference on Greenhouse Gas Technologies (GHGT)
ELSEVIER SCIENCE BV. 2013: 2715–2726
View details for DOI 10.1016/j.egypro.2013.06.156
View details for Web of Science ID 000345500502101
- Optimal heat management in an integrated fossil-renewable energy system with CO2 capture 11th International Conference on Greenhouse Gas Control Technologies (GHGT-11) 2013: 2715–26
- Optimization and data assimilation for geological carbon storage Computational Models for CO2 Sequestration and Compressed Air Energy Storage Taylor & Francis Group/CRC Press. 2013
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A derivative-free methodology with local and global search for the constrained joint optimization of well locations and controls
Computational Geosciences
2013
View details for DOI 10.1007/s10596-013-9383-x
- Generalized field development optimization using derivative-free procedures, SPE paper 163631 SPE Reservoir Simulation Symposium, The Woodlands, TX, Feb. 18-20 2013
- Optimization of shale gas field development using direct search techniques and reduced-physics models Journal of Petroleum Science and Engineering 2013; 108: 304–315
- Reduced-order modeling for compositional simulation using trajectory piecewise linearization Society of Petroleum Engineers Reservoir Simulation Symposium 2013
- Approximate dynamic programming for optimizing oil production. Reinforcement Learning and Approximate Dynamic Programming for Feedback Control IEEE Press Series on Computational Intelligence Wiley/IEEE Press. 2013
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Accurate Resolution of Near-Well Effects in Upscaled Models Using Flow-Based Unstructured Local Grid Refinement
SPE Reservoir Simulation Symposium on Improved Oil Recovery
SOC PETROLEUM ENG. 2012: 1084–95
View details for Web of Science ID 000313300500011
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Optimization of well placement, CO2 injection rates, and brine cycling for geological carbon sequestration
INTERNATIONAL JOURNAL OF GREENHOUSE GAS CONTROL
2012; 10: 100-112
View details for DOI 10.1016/j.ijggc.2012.06.003
View details for Web of Science ID 000309790500010
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Joint optimization of oil well placement and controls
COMPUTATIONAL GEOSCIENCES
2012; 16 (4): 1061-1079
View details for DOI 10.1007/s10596-012-9303-5
View details for Web of Science ID 000308816800013
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A fully-coupled flow-reactive-transport formulation based on element conservation, with application to CO2 storage simulations
ADVANCES IN WATER RESOURCES
2012; 42: 47-61
View details for DOI 10.1016/j.advwatres.2012.03.012
View details for Web of Science ID 000305266200005
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Optimal Well Placement Under Uncertainty Using a Retrospective Optimization Framework
SPE JOURNAL
2012; 17 (1): 112-121
View details for Web of Science ID 000301471300010
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New models for heater wells in subsurface simulations, with application to the in situ upgrading of oil shale
12th European Conference on the Mathematics of Oil Recovery (ECMOR)
SPRINGER. 2012: 519–33
View details for DOI 10.1007/s10596-011-9263-1
View details for Web of Science ID 000303583500020
- Reduced-order modeling for thermal recovery processes Proceedings of the 13th European Conference on the Mathematics of Oil Recovery 2012
- Optimal heat management in an integrated fossil-renewable energy system with CO2 capture Proceedings of the 11th International Conference on Greenhouse Gas Control Technologies (GHGT-11) 2012
- Computational optimization of shale resource development using reduced-physics surrogate models Society of Petroleum Engineers Western Regional Meeting 2012
- A new global upscaling technique for 3D unstructured grids Proceedings of the 13th European Conference on the Mathematics of Oil Recovery 2012
- Impact of CO2 emissions policy and system configuration on optimal operation of an integrated fossil-renewable energy, CMTC Paper 151446 Carbon Management Technology Conference 2012
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Near-well upscaling for three-phase flows
COMPUTATIONAL GEOSCIENCES
2012; 16 (1): 55-73
View details for DOI 10.1007/s10596-011-9252-4
View details for Web of Science ID 000298196800004
- Uncertainty quantification for subsurface flow problems using coarse-scale models Numerical Analysis of Multiscale Problems, Lecture Notes in Computational Science and Engineering, Vol. 83 edited by Graham, I. G., Hou, T. Y., Lakkis, O., Scheichl, R. Springer. 2012
- A derivative-free methodology with local and global search for the joint optimization of well location and control Proceedings of the 13th European Conference on the Mathematics of Oil Recovery 2012
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Optimal operation of an integrated energy system including fossil fuel power generation, CO2 capture and wind
ENERGY
2011; 36 (12): 6806-6820
View details for DOI 10.1016/j.energy.2011.10.015
View details for Web of Science ID 000298894000011
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From outcrop to flow simulation: Constructing discrete fracture models from a LIDAR survey
AAPG BULLETIN
2011; 95 (11): 1883-1905
View details for DOI 10.1306/03241108148
View details for Web of Science ID 000296662900003
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Enhanced linearized reduced-order models for subsurface flow simulation
JOURNAL OF COMPUTATIONAL PHYSICS
2011; 230 (23): 8313-8341
View details for DOI 10.1016/j.jcp.2011.06.007
View details for Web of Science ID 000297034200001
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A New Well-Pattern-Optimization Procedure for Large-Scale Field Development
SPE JOURNAL
2011; 16 (3): 594-607
View details for Web of Science ID 000294880600011
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Use of outcrop observations, geostatistical analysis, and flow simulation to investigate structural controls on secondary hydrocarbon migration in the Anacacho Limestone, Uvalde, Texas
AAPG BULLETIN
2011; 95 (7): 1181-1206
View details for DOI 10.1306/11191010069
View details for Web of Science ID 000292755500004
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A multi-resolution workflow to generate high-resolution models constrained to dynamic data
COMPUTATIONAL GEOSCIENCES
2011; 15 (3): 545-563
View details for DOI 10.1007/s10596-011-9223-9
View details for Web of Science ID 000291058000012
- Use of approximate dynamic programming for production optimization Symposium of the Society of Petroleum Engineers 2011
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Derivative-Free Optimization for Oil Field Operations
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS IN ENGINEERING AND INDUSTRY
2011; 359: 19–55
View details for Web of Science ID 000292991600002
- Application of derivative-free methodologies to generally constrained oil production optimisation problems International Journal of Mathematical Modelling and Numerical Optimisation 2011; 2: 134-161
- Use of reduced-order models for improved data assimilation within an EnKF context Symposium of the Society of Petroleum Engineers 2011
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Statistical assignment of upscaled flow functions for an ensemble of geological models
17th International Conference on Composite Materials
SPRINGER. 2011: 35–51
View details for DOI 10.1007/s10596-010-9193-3
View details for Web of Science ID 000288223900004
- Derivative-free optimization for oil field operations Computational Optimization and Applications in Engineering and Industry, Studies in Computational Intelligence, 359 edited by Yang, X. S., Koziel, S. Springer-Verlag. 2011: 19–55
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A Semianalytical Thermal Multiphase Wellbore-Flow Model for Use in Reservoir Simulation
SPE JOURNAL
2010; 15 (3): 794-804
View details for Web of Science ID 000282070500019
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Accurate Representation of Near-well Effects in Coarse-Scale Models of Primary Oil Production
TRANSPORT IN POROUS MEDIA
2010; 83 (3): 741-770
View details for DOI 10.1007/s11242-009-9479-x
View details for Web of Science ID 000278899400019
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Use of Reduced-Order Modeling Procedures for Production Optimization
SPE JOURNAL
2010; 15 (2): 426-435
View details for Web of Science ID 000280327400015
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Numerical Simulation of the In-Situ Upgrading of Oil Shale
SPE JOURNAL
2010; 15 (2): 368-381
View details for Web of Science ID 000280327400010
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A fully-coupled thermal multiphase wellbore flow model for use in reservoir simulation
4th International Symposium on Hydrocarbons and Chemistry
ELSEVIER SCIENCE BV. 2010: 138–46
View details for DOI 10.1016/j.petrol.2009.11.022 |
View details for Web of Science ID 000277650000008
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Linearized reduced-order models for subsurface flow simulation
JOURNAL OF COMPUTATIONAL PHYSICS
2010; 229 (3): 681-700
View details for DOI 10.1016/j.jcp.2009.10.004
View details for Web of Science ID 000273084800008
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USE OF RETROSPECTIVE OPTIMIZATION FOR PLACEMENT OF OIL WELLS UNDER UNCERTAINTY
2010 Winter Simulation Conference
IEEE. 2010: 1750–1757
View details for Web of Science ID 000287976701091
- Use of linearized reduced-order modeling and pattern search methods for optimization of oil production Proceedings of the 2nd International Conference on Engineering Optimization 2010
- Rapid construction of ensembles of high-resolution reservoir models constrained to production data Proceedings of the 12th European Conference on the Mathematics of Oil Recovery 2010
- An expanded well model for accurate simulation of reservoir-well interactions Proceedings of the 12th European Conference on the Mathematics of Oil Recovery 2010
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Application of Derivative-Free Methodologies to Generally Constrained Oil Production Optimization Problems
International Conference on Computational Science (ICCS)
ELSEVIER SCIENCE BV. 2010: 1295–1304
View details for DOI 10.1016/j.procs.2010.04.145
View details for Web of Science ID 000281951600144
- New models for heater wells in reservoir simulation Proceedings of the 12th European Conference on the Mathematics of Oil Recovery 2010
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Global variable compact multipoint methods for accurate upscaling with full-tensor effects
COMPUTATIONAL GEOSCIENCES
2010; 14 (1): 65-81
View details for DOI 10.1007/s10596-009-9133-2
View details for Web of Science ID 000273352600005
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Application of a particle swarm optimization algorithm for determining optimum well location and type
COMPUTATIONAL GEOSCIENCES
2010; 14 (1): 183-198
View details for DOI 10.1007/s10596-009-9142-1
View details for Web of Science ID 000273352600012
- New approaches for generally constrained production optimization with an emphasis on derivative-free techniques Proceedings of the 12th European Conference on the Mathematics of Oil Recovery 2010
- Modeling of multisegmented thermal wells in reservoir simulation Society of Petroleum Engineers Europec/EAGE Annual Conference and Exhibition 2010
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Multiscale Mixed-Finite-Element Modeling of Coupled Wellbore/Near-Well Flow
2007 SPE Reservoir Simulation Symposium
SOC PETROLEUM ENG. 2009: 78–87
View details for Web of Science ID 000267904200009
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Development and application of reduced-order modeling procedures for subsurface flow simulation
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
2009; 77 (9): 1322-1350
View details for DOI 10.1002/nme.2453
View details for Web of Science ID 000263574500005
- Detailed near-well Darcy-Forchheimer flow modeling and upscaling on unstructured 3D grids Symposium of the Society of Petroleum Engineers 2009
- Development and application of a new well pattern optimization algorithm for optimizing large-scale field development Society of Petroleum Engineers Annual Technical Conference and Exhibition 2009
- Development and application of a fully-coupled thermal compositional wellbore flow model Society of Petroleum Engineers Western Regional Meeting 2009
- Adaptive local-global VCMP methods for coarse-scale reservoir modeling Symposium of the Society of Petroleum Engineers 2009
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Ensemble-Level Upscaling for Efficient Estimation of Fine-Scale Production Statistics
2007 SPE Reservoir Simulation Symposium
SOC PETROLEUM ENG. 2008: 400–411
View details for Web of Science ID 000262038400003
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Nonlinear two-point flux approximation for modeling full-tensor effects in subsurface flow simulations
COMPUTATIONAL GEOSCIENCES
2008; 12 (3): 317-335
View details for DOI 10.1007/s10596-007-9067-5
View details for Web of Science ID 000258881800005
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Production optimization with adjoint models under nonlinear control-state path inequality constraints
2006 SPE Intelligent Energy Conference and Exhibition
SOC PETROLEUM ENG. 2008: 326–39
View details for Web of Science ID 000255467900012
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Upscaling discrete fracture characterizations to dual-porosity, dual-permeability models for efficient simulation of flow with strong gravitational effects
2006 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 2008: 58–67
View details for Web of Science ID 000254430400006
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Computational techniques for closed-loop reservoir modeling with application to a realistic reservoir
PETROLEUM SCIENCE AND TECHNOLOGY
2008; 26 (10-11): 1120-1140
View details for DOI 10.1080/10916460701829580
View details for Web of Science ID 000257052200002
- Ensemble level upscaling of 3D well-driven flow for efficient uncertainty quantification Proceedings of the 11th European Conference on the Mathematics of Oil Recovery 2008: 8–11
- Application of a new fully-coupled thermal multiphase wellbore flow model Society of Petroleum Engineers Improved Oil Recovery Symposium 2008
- Application of statistical proxies to speed up field development optimization procedures, Paper 117323 Abu Dhabi International Petroleum Exhibition and Conference 2008
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Kernel principal component analysis for efficient, differentiable parameterization of multipoint geostatistics
MATHEMATICAL GEOSCIENCES
2008; 40 (1): 3-32
View details for DOI 10.1007/s11004-007-9131-7
View details for Web of Science ID 000255213900002
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Permeability upscaling of fault zones in the Aztec Sandstone, Valley of Fire State Park, Nevada, with a focus on slip surfaces and slip bands
HYDROGEOLOGY JOURNAL
2007; 15 (7): 1239-1250
View details for DOI 10.1007/s10040-007-0180-2
View details for Web of Science ID 000251061200002
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An adaptive local-global multiscale finite volume element method for two-phase flow simulations
ADVANCES IN WATER RESOURCES
2007; 30 (3): 576-588
View details for DOI 10.1016/j.advwatres.2006.04.002
View details for Web of Science ID 000244977700023
- Development and application of new computational procedures for modeling miscible gas injection in fractured reservoirs Society of Petroleum Engineers Annual Technical Conference and Exhibition 2007
- A new approach to automatic history matching using kernel PCA Symposium of the Society of Petroleum Engineers 2007
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Optimization of nonconventional wells under uncertainty using statistical proxies
COMPUTATIONAL GEOSCIENCES
2006; 10 (4): 389-404
View details for DOI 10.1007/s10596-006-9031-9
View details for Web of Science ID 000242449000004
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Structured flow-based gridding and upscaling for modeling subsurface flow
ADVANCES IN WATER RESOURCES
2006; 29 (12): 1876-1892
View details for DOI 10.1016/j.advwatres.2005.12.012
View details for Web of Science ID 000242783100009
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Efficient 3D implementation of local-global upscaling for reservoir simulation
2005 SPE Reservoir Simulation Symposium
SOC PETROLEUM ENG. 2006: 443–53
View details for Web of Science ID 000243161800005
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Generation of coarse-scale continuum flow models from detailed fracture characterizations
WATER RESOURCES RESEARCH
2006; 42 (10)
View details for DOI 10.1029/2006WR005015
View details for Web of Science ID 000241698800006
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Two-stage upscaling of two-phase flow: From core to simulation scale
2004 SPE/DOE Symposium on Improved Oil Recovery
SOC PETROLEUM ENG. 2006: 304–16
View details for Web of Science ID 000240895200004
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Sequentially adapted flow-based PEBI grids for reservoir simulation
2004 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 2006: 317–27
View details for Web of Science ID 000240895200005
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Flow and transport effects of compaction bands in sandstone at scales relevant to aquifer and reservoir management
WATER RESOURCES RESEARCH
2006; 42 (7)
View details for DOI 10.1029/2005WR004664
View details for Web of Science ID 000239492500002
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Unstructured grid optimization for improved monotonicity of discrete solutions of elliptic equations with highly anisotropic coefficients
JOURNAL OF COMPUTATIONAL PHYSICS
2006; 216 (1): 337-361
View details for DOI 10.1016/j.jcp.2005.12.007
View details for Web of Science ID 000237911000018
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Closed-loop reservoir management - Preface
COMPUTATIONAL GEOSCIENCES
2006; 10 (1): 1-2
View details for DOI 10.1007/s10596-005-9015-1
View details for Web of Science ID 000237854700001
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Efficient real-time reservoir management using adjoint-based optimal control and model updating
Workshop on Closed-Loop Reservoir Management
SPRINGER. 2006: 3–36
View details for DOI 10.1007/s10596-005-9009-z
View details for Web of Science ID 000237854700002
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Adaptive local-global upscaling for general flow scenarios in heterogeneous formations
TRANSPORT IN POROUS MEDIA
2006; 62 (2): 157-185
View details for DOI 10.1007/s11242-005-0619-7
View details for Web of Science ID 000235486700003
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Efficient incorporation of global effects in upscaled models of two-phase flow and transport in heterogeneous formations
MULTISCALE MODELING & SIMULATION
2006; 5 (2): 445-475
View details for DOI 10.1137/060650404
View details for Web of Science ID 000240432000005
- Grid optimization for improved monotonicity of MPFA solutions on unstructured grids Proceedings of the 10th European Conference on the Mathematics of Oil 2006
- Computational techniques for closed-loop reservoir modeling with application to a realistic reservoir Proceedings, 10th European Conference on the Mathematics of Oil Recovery, Amsterdam, The Netherlands, Sept. 4-7 2006
- Nonlinear two-point flux approximations for simulating subsurface flows with full-tensor anisotropy Proceedings of the 10th European Conference on the Mathematics of Oil 2006
- Improved modeling of 4D seismic response using flow-based downscaling of coarse grid saturations Proceedings of the 10th European Conference on the Mathematics of Oil Recovery 2006
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Unstructured 3D gridding and upscaling for coarse modelling of geometrically complex reservoirs
PETROLEUM GEOSCIENCE
2005; 11 (4): 339-345
View details for Web of Science ID 000233487900005
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Accurate coarse modeling of well-driven, high-mobility-ratio displacements in heterogeneous reservoirs
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2005; 49 (1-2): 37-56
View details for DOI 10.1016/j.petrol.2005.07.004
View details for Web of Science ID 000232873200003
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Optimizing the performance of smart wells in complex reservoirs using continuously updated geological models
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2005; 48 (3-4): 254-264
View details for DOI 10.1016/j.petrol.2005.06.004
View details for Web of Science ID 000232260600010
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Development and application of a new technique for upscaling miscible processes
2004 SPE/DOE Symposium on Improved Oil Recovery
SOC PETROLEUM ENG. 2005: 189–95
View details for Web of Science ID 000229843400002
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Drift-flux parameters for three-phase steady-state flow in wellbores
2004 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 2005: 130–37
View details for Web of Science ID 000230189400004
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Drift-flux modeling of two-phase flow in wellbores
2003 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 2005: 24–33
View details for Web of Science ID 000228123500005
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Modeling fluid flow in oil reservoirs
ANNUAL REVIEW OF FLUID MECHANICS
2005; 37: 211-238
View details for DOI 10.1146/annurev.fluid.37.061903.175748
View details for Web of Science ID 000226822300010
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Assessment of uncertainty in reservoir production forecasts using upscaled flow models
7th International Geostatistics Congress
SPRINGER. 2005: 713–722
View details for Web of Science ID 000234961400072
- Efficient closed-loop production optimization under uncertainty 14th Europec Biennial Conference 2005
- Implementation of adjoint solution for optimal control of smart wells Symposium of the Society of Petroleum Engineers 2005
- Upscaling and gridding of fine scale geological models for flow simulation Proceedings of the 8th International Forum on Reservoir Simulation 2005
- Application of a new upscaling technique to a miscible gas injection field study Proceedings of the 13th EAGE Symposium on Improved Oil Recovery 2005
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Permeability effects of deformation band arrays in sandstone
AAPG BULLETIN
2004; 88 (9): 1315-1329
View details for Web of Science ID 000224139900009
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Decision analysis under uncertainty for smart well deployment
SPE International Thermal Operations and Heavy Oil Symposium
ELSEVIER SCIENCE BV. 2004: 183–99
View details for DOI 10.1016/j.petrol.2004.02.013
View details for Web of Science ID 000223505500004
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An efficient discrete-fracture model applicable for general-purpose reservoir simulators
2003 SPE Reservoir Simulation Symposium
SOC PETROLEUM ENG. 2004: 227–36
View details for Web of Science ID 000222251600011
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Accurate subgrid models for two-phase flow in heterogeneous reservoirs
SPE Reservoir Simulation Symposium
SOC PETROLEUM ENG. 2004: 219–26
View details for Web of Science ID 000222251600010
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Upscaled models of flow and transport in faulted sandstone: boundary condition effects and explicit fracture modelling
PETROLEUM GEOSCIENCE
2004; 10 (2): 173-181
View details for Web of Science ID 000222016200008
- Optimization of advanced well type and performance Proceedings of the 9th European Conference on the Mathematics of Oil Recovery 2004
- Unstructured 3D gridding and upscaling for coarse modeling of geometrically complex reservoirs Proceedings, 9th European Conference on the Mathematics of Oil Recovery, Cannes, France, Aug. 30 - Sept 2004
- Robust coarse scale modeling of flow and transport in heterogeneous reservoirs Proceedings of the 9th European Conference on the Mathematics of Oil Recovery 2004
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A coupled local-global upscaling approach for simulating flow in highly heterogeneous formations
ADVANCES IN WATER RESOURCES
2003; 26 (10): 1041-1060
View details for DOI 10.1016/S0309-1708(03)00101-5
View details for Web of Science ID 000185670700001
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Optimization of nonconventional well type, location, and trajectory
2002 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 2003: 200–210
View details for Web of Science ID 000185472000001
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Efficient modeling of nonconventional wells with downhole inflow control devices
Brigham Symposium
ELSEVIER SCIENCE BV. 2003: 99–116
View details for DOI 10.1016/S0920-4105(03)00042-1
View details for Web of Science ID 000184635600007
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Use of border regions for improved permeability upscaling
MATHEMATICAL GEOLOGY
2003; 35 (5): 521-547
View details for Web of Science ID 000186131200002
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Upscaling of channel systems in two dimensions using flow-based grids
TRANSPORT IN POROUS MEDIA
2003; 51 (3): 343-366
View details for Web of Science ID 000181013000006
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Experimental study of two and three phase flows in large diameter inclined pipes
INTERNATIONAL JOURNAL OF MULTIPHASE FLOW
2003; 29 (4): 527-558
View details for DOI 10.1016/S0301-9322(03)00015-6
View details for Web of Science ID 000182757600001
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Calculation of well index for nonconventional wells on arbitrary grids
COMPUTATIONAL GEOSCIENCES
2003; 7 (1): 61-82
View details for Web of Science ID 000181038900004
- Optimization of intelligent well control World Oil 2003; 224: 35-40
- Upscaling of geocellular models for reservoir flow simulation: a review of recent progress Proceedings of the 7th International Forum on Reservoir Simulation 2003
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A generalized convection-diffusion model for subgrid transport in porous media
MULTISCALE MODELING & SIMULATION
2003; 1 (3): 504-526
View details for DOI 10.1137/S1540345902413693
View details for Web of Science ID 000221348400008
- New developments in multiblock reservoir simulation: black oil modeling, nonmatching subdomains and near-well upscaling Proceedings of the Symposium of the Society of Petroleum Engineers 2003
- Stabilized finite element methods for coupled geomechanics - reservoir flow simulations Proceedings of the Symposium of the Society of Petroleum Engineers 2003
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Numerical modeling of subgrid heterogeneity in two phase flow simulations
WATER RESOURCES RESEARCH
2002; 38 (8)
View details for DOI 10.1029/2001WR000190
View details for Web of Science ID 000179003000018
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Computing permeability of fault zones in eolian sandstone from outcrop measurements
AAPG BULLETIN
2002; 86 (7): 1187-1200
View details for Web of Science ID 000176775800002
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Modeling flow in geometrically complex reservoirs using hexahedral multiblock grids
2001 SPE Reservoir Simulation Symposium
SOC PETROLEUM ENG. 2002: 149–57
View details for Web of Science ID 000176519400006
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Application of effective flux boundary conditions to two-phase upscaling in porous media
Symposium on Upscaling Downunder
SPRINGER. 2002: 155–78
View details for Web of Science ID 000174937500004
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Effective flux boundary conditions for upscaling porous media equations
Symposium on Upscaling Downunder
SPRINGER. 2002: 139–53
View details for Web of Science ID 000174937500003
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Numerical calculation of equivalent cell permeability tensors for general quadrilateral control volumes
COMPUTATIONAL GEOSCIENCES
2002; 6 (1): 28-47
View details for Web of Science ID 000176933700003
- Optimization of smart well control Proceedings of the Society of Petroleum Engineers International Thermal Operations and Heavy Oil Symposium and International Horizontal Well Technology Conference 2002
- Near-well radial upscaling for the accurate modeling of nonconventional wells Proceedings of the Society of Petroleum Engineers Western Reginal/AAPG Pacific Section Joint Meeting 2002
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Upscaling of geological models for reservoir simulation: Issues and approaches - Introduction to the special issue
COMPUTATIONAL GEOSCIENCES
2002; 6 (1): 1-4
View details for Web of Science ID 000176933700001
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Upscaling immiscible gas displacements: Quantitative use of fine-grid flow data in grid-coarsening schemes
2000 SPE Asia Pacific Conference on Integrated Modeling for Asset Management
SOC PETROLEUM ENG. 2001: 47–56
View details for Web of Science ID 000168151000006
- Modeling conventional and non-conventional wells Proceedings of the Sixth International Forum on Reservoir Simulation 2001
- Representation of fault zone permeability in reservoir flow models Proceedings of the Society of Petroleum Engineers Annual Technical Conference and Exhibition 2001
- Semi-analytical modeling of the performance of intelligent well completions, SPE 66368 Proceedings of the Symposium of the Society of Petroleum Engineers 2001
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Modeling of subgrid effects in coarse-scale simulations of transport in heterogeneous porous media
WATER RESOURCES RESEARCH
2000; 36 (8): 2031-2041
View details for Web of Science ID 000088554500004
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Approximate model for productivity of nonconventional wells in heterogeneous reservoirs
1999 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 2000: 218–26
View details for Web of Science ID 000165090400011
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An approximate model for well productivity in heterogeneous porous media
MATHEMATICAL GEOLOGY
2000; 32 (4): 421-438
View details for Web of Science ID 000086395400002
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Coarse scale simulation of horizontal wells in heterogeneous reservoirs
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2000; 25 (3-4): 135-147
View details for Web of Science ID 000087327000003
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Scaleup in the near-well region
1999 SPE Reservoir Simulation Symposium
SOC PETROLEUM ENG. 2000: 110–17
View details for Web of Science ID 000165090200014
- Approximate finite difference modeling of the performance of horizontal wells in heterogeneous reservoirs Proceedings of the Society of Petroleum Engineers Western Regional Meeting 2000
- Efficient estimation of the effects of wellbore hydraulics and reservoir heterogeneity on the productivity of non-conventional wells Proceedings of the Society of Petroleum Engineers Asia Pacific Conference on Integrated Modelling 2000
- Effective medium boundary conditions for upscaling relative permeabilities Proceedings of the 7th European Conference on the Mathematics of Oil Recovery 2000
- Flow based modules for grid generation in two and three dimensions Proceedings of the 7th European Conference on the Mathematics of Oil Recovery 2000
- Effective medium boundary conditions in upscaling Proceedings of the Upscaling Downunder Conference 2000
- Full tensor upscaling of geologically complex reservoir descriptions Proceedings of the Society of Petroleum Engineers Annual Technical Conference and Exhibition 2000
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Practical use of scale up and parallel reservoir simulation technologies in field studies
1997 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 1999: 368–76
View details for Web of Science ID 000082079700006
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Accurate scale up of two phase flow using renormalization and nonuniform coarsening
COMPUTATIONAL GEOSCIENCES
1999; 3 (1): 69-87
View details for Web of Science ID 000084624700004
- Scale up in the vicinity of horizontal wells Proceedings of the 20th Annual International Energy Agency Workshop and Symposium 1999
- Application of a new two-phase upscaling technique to realistic reservoir cross sections Proceedings of the Symposium of the Society of Petroleum Engineers 1999
- Geologic modeling, upscaling and simulation of faulted reservoirs using complex, faulted stratigraphic grids Proceedings of the Society of Petroleum Engineers Reservoir Simulation Symposium 1999
- Upscaling of geologic models for reservoir simulation Proceedings of the 19th Annual International Energy Agency Workshop and Symposium 1998
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Coarse scale models of two phase flow in heterogeneous reservoirs: volume averaged equations and their relationship to existing upscaling techniques
COMPUTATIONAL GEOSCIENCES
1998; 2 (2): 73-92
View details for Web of Science ID 000084615300001
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Use of Higher Moments for the Description of Upscaled, Process Independent Relative Permeabilities
SPE JOURNAL
1997; 2 (4): 474–84
View details for DOI 10.2118/37987-PA
View details for Web of Science ID 000618242200010
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A nonuniform coarsening approach for the scale-up of displacement processes in heterogeneous porous media
ADVANCES IN WATER RESOURCES
1997; 20 (5-6): 335-347
View details for Web of Science ID A1997WN49200007
- Use of higher moments for the description of upscaled, process independent relative permeabilities SPE Journal 1997; 2: 474-484
- Finite difference simulation of geologically complex reservoirs with tensor permeabilities SPE Reservoir Evaluation and Engineering 1997: 567-574
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Scale Up of Heterogeneous Three Dimensional Reservoir Descriptions
SPE JOURNAL
1996; 1 (3): 313–26
View details for DOI 10.2118/30709-PA
View details for Web of Science ID 000618225800012
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MODELING AND SCALEUP OF STEAMFLOOD IN A HETEROGENEOUS RESERVOIR
SPE RESERVOIR ENGINEERING
1995; 10 (4): 237-245
View details for Web of Science ID A1995TD98800002
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ACCURACY OF MIXED AND CONTROL-VOLUME FINITE-ELEMENT APPROXIMATIONS TO DARCY VELOCITY AND RELATED QUANTITIES
WATER RESOURCES RESEARCH
1994; 30 (4): 965-973
View details for Web of Science ID A1994NE30000011
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A new method for the scale up of displacement processes in heterogeneous reservoirs
4th European Conference on the Mathematics of Oil Recovery (ECMOR IV)
ICMOR IV. 1994: 19–37
View details for Web of Science ID A1994BE10V00002
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A TRIANGLE BASED MIXED FINITE ELEMENT-FINITE VOLUME TECHNIQUE FOR MODELING 2-PHASE FLOW THROUGH POROUS-MEDIA
JOURNAL OF COMPUTATIONAL PHYSICS
1993; 105 (2): 252-266
View details for Web of Science ID A1993KU50100006
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REPRESENTATION OF GRID BLOCK PERMEABILITY IN COARSE SCALE MODELS OF RANDOMLY HETEROGENEOUS POROUS-MEDIA
WATER RESOURCES RESEARCH
1992; 28 (7): 1791-1800
View details for Web of Science ID A1992JC48300004
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TRIANGLE BASED ADAPTIVE STENCILS FOR THE SOLUTION OF HYPERBOLIC CONSERVATION-LAWS
JOURNAL OF COMPUTATIONAL PHYSICS
1992; 98 (1): 64-73
View details for Web of Science ID A1992HD26900006
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NUMERICAL-CALCULATION OF EQUIVALENT GRID BLOCK PERMEABILITY TENSORS FOR HETEROGENEOUS POROUS-MEDIA
WATER RESOURCES RESEARCH
1991; 27 (5): 699-708
View details for Web of Science ID A1991FK92500004
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DYNAMIC SIMULATION OF BOUNDED SUSPENSIONS OF HYDRODYNAMICALLY INTERACTING PARTICLES
JOURNAL OF FLUID MECHANICS
1989; 200: 39-67
View details for Web of Science ID A1989U146300003
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THE SEDIMENTATION-RATE OF DISORDERED SUSPENSIONS
PHYSICS OF FLUIDS
1988; 31 (4): 717-727
View details for Web of Science ID A1988N078800004
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ANALYSIS OF THE BRINKMAN EQUATION AS A MODEL FOR FLOW IN POROUS-MEDIA
PHYSICS OF FLUIDS
1987; 30 (11): 3329-3341
View details for Web of Science ID A1987L016900003
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DYNAMIC SIMULATION OF HYDRODYNAMICALLY INTERACTING PARTICLES
JOURNAL OF FLUID MECHANICS
1987; 180: 21-49
View details for Web of Science ID A1987J458000002
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ON ROTATING-DISK FLOW
JOURNAL OF FLUID MECHANICS
1987; 175: 363-394
View details for Web of Science ID A1987G162400017
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THE SPATIAL STABILITY OF A CLASS OF SIMILARITY SOLUTIONS
PHYSICS OF FLUIDS
1984; 27 (5): 1068-1076
View details for Web of Science ID A1984SS96600008
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OSCILLATORY CONVECTIVE DISPERSION IN A BRANCHING TUBE NETWORK
JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME
1982; 104 (4): 338–42
View details for DOI 10.1115/1.3138369
View details for Web of Science ID A1982QA25400012
View details for PubMedID 7154655