Jef Caers
Professor of Earth and Planetary Sciences and, by courtesy, of Geophysics
Earth & Planetary Sciences
Bio
Jef Caers received both an MSc (’93) in mining engineering / geophysics and a PhD (’97) in mining engineering from the Katholieke Universiteit Leuven, Belgium. Currently, he is Professor of Earth and Planetary at Stanford University, California, USA. Jef Caers’ research interests are decision making under uncertainty in developing the critical mineral supply as well as geothermal energy required to transition to 100% renewable energy. Jef Caers is founder of the mineral-X, a community building effort to strengthen stewardship for a prosperous future for all, powered by Earth's minerals. Jef Caers has published in a diverse range of journals covering Mathematics, Statistics, Earth Sciences, Engineering and Computer Science. Jef Caers authored or co-authored five books entitled "Petroleum Geostatistics” (SPE, 2005) “Modeling Uncertainty in the Earth Sciences” (Wiley-Blackwell, 2011), "Multiple-point Geostatistics: stochastic modeling with training images" (Wiley-Blackwell, 2015), “Quantifying Uncertainty in Subsurface Systems (Wiley-Blackwell, 2018), "Data Science for the Geosciences" (Cambridge UP, 2023). He was awarded the Krumbein Medal of the IAMG for his career achievement.
Academic Appointments
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Professor, Earth & Planetary Sciences
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Professor (By courtesy), Geophysics
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Faculty Affiliate, Institute for Human-Centered Artificial Intelligence (HAI)
Administrative Appointments
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Director, Mineral-X, Stanford University (2023 - Present)
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Professor of Earth & Planetary Sciences, Stanford University (2023 - Present)
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Director, Stanford Center for Earth Resources Forecasting, Stanford University (2018 - 2023)
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Professor of Geological Sciences, Stanford University (2015 - Present)
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Professor of Energy Resources Engineering, Stanford University (2014 - 2015)
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Associate Professor of Energy Resources Engineering, Stanford University (2006 - 2013)
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Director, Stanford Center for Reservoir Forecasting, Stanford University (2000 - Present)
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Assistant Professor of Petroleum Engineering, Stanford University (1999 - 2005)
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Post-doctoral researcher, Geological & Environmental Sciences, Stanford University (1997 - 1999)
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Post-doctoral researcher, University of Calgary (1997 - 1997)
Honors & Awards
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Research Fellow, National Science Foundation of Belgium (1994 – 1997)
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Post-doctoral Fellow, National Science Foundation of Belgium (1997 – 1999)
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Research Fellow, NATO (1997 – 1998)
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Fellow, B.A.E.F. (Belgian American Education Foundation) (1997)
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Vistelius Research Award, International Association for Mathematical Geology (2001)
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Frederick E. Terman Fellowship award, Stanford University (2003)
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Outstanding Technical Editor Award, SPE Journal (2005)
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Top 10 Oral presentations, AAPG Annual Convention, Long Beach, 2007 (2007)
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1st prize software plugin, Schumberger Information Services Global Forum (2010)
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Krumbein Medal, International Association for Mathematical Geosciences (2014)
Boards, Advisory Committees, Professional Organizations
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Editor-in-Chief, Computers & Geosciences (2011 - 2016)
Professional Education
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Ph.D., Katholieke Universiteit Leuven, Belgium, Mining Engineering (1997)
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M.S., Katholieke Universiteit Leuven, Belgium, Mining Engineering & Geophysics (1993)
Current Research and Scholarly Interests
Humanity is facing considerable challenges in the 21st century. Population is predicted to grow well into this century and saturate near 10 billion people. As the geological sciences have discovered, Earth and life are deeply and inextricably interwoven and human activity and the change it has wrought is perhaps just the most recent example. If we are to continue to live on this planet, our increasing population will require an increasing amount of resources, such as energy, mineral resources, food and water. In an ideal scenario, we would transform the current unsustainable use of carbon-emitting energy sources, polluting agricultural & mining practices and contaminating & over-exploiting drinking water resources, into a more sustainable and environmentally friendly practice.
My research focuses on assuring 100% renewable energy through development of geothermal energy and critical mineral supply, developing approaches from data acquisition to decision making under uncertainty and risk assessment.
Heat represents a remarkable source of energy that can be used to generate steam, drive turbines and produce power (high enthalpy heat systems). However, the exploitation of geothermal systems is costly and not always successful. Injecting water in kilometer deep wells may end up causing earthquakes. Reducing this subsurface risk is essential to a successful future for geothermal energy. On the other end of the heat spectrum, low enthalpy heat, the shallow subsurface can be used as a heat exchanger, for example through groundwater to heat buildings.
Minerals resources concentrated primarily through the flux of magmas and fluids in Earth are exploited from a large variety of reasons. An increase in its demand will require the development of mining practices that have minimal effect on the environment, such as properly dealing with waste, smart automation of mining operations based on data science and computer vision. This can only be achieved by a better understanding of the subsurface resources itself.
2024-25 Courses
- Data Science for Geoscience
EARTHSYS 240, ENERGY 240, EPS 240, ESS 239 (Win) - Introduction to Data Science for Geoscience
EARTHSYS 100A, EPS 6 (Win) -
Independent Studies (15)
- Advanced Projects
EPS 399 (Aut, Win, Spr, Sum) - Directed Reading in Environment and Resources
ENVRES 398 (Aut, Win, Spr, Sum) - Directed Reading with Earth & Planetary Sciences Faculty
EPS 292 (Aut, Win) - Directed Research in Environment and Resources
ENVRES 399 (Aut, Win, Spr, Sum) - Field Research
EPS 299 (Aut, Win, Spr, Sum) - Graduate Research
EPS 400 (Aut, Win, Spr, Sum) - Graduate Teaching Experience in Geological Sciences
EPS 386 (Aut, Win, Spr, Sum) - Honors Program
EPS 199 (Aut, Win) - Ph.D. Research
MATSCI 300 (Aut, Win, Spr, Sum) - Practical Experience in the Geosciences
EPS 385 (Aut, Win, Spr, Sum) - Research in Geophysics
GEOPHYS 400 (Aut, Win, Sum) - Research in the Field
EPS 190 (Aut, Win, Sum) - Senior Thesis
EPS 197 (Aut, Win) - Teaching in Geological Sciences
EPS 398 (Aut, Win, Spr, Sum) - Undergraduate Research in Earth & Planetary Sciences
EPS 192 (Aut, Win)
- Advanced Projects
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Prior Year Courses
2023-24 Courses
- Data Science for Geoscience
EARTHSYS 140, EARTHSYS 240, ENERGY 240, EPS 140, EPS 240, ESS 239 (Win) - Introduction to Data Science for Geoscience
EARTHSYS 100A, EPS 6 (Win)
2022-23 Courses
- Data Science for Geoscience
EARTHSYS 100A (Win) - Data Science for Geoscience
EARTHSYS 240, ENERGY 240, ESS 239, GEOLSCI 240 (Win) - Data Science for Geoscience
GEOLSCI 6 (Win)
2021-22 Courses
- Data Science for Geoscience
EARTHSYS 100A, GEOLSCI 6 (Win) - Data science for geoscience
EARTHSYS 240, ENERGY 240, ESS 239, GEOLSCI 240 (Win) - Quantifying Uncertainty in Subsurface Systems
GEOLSCI 260 (Spr)
- Data Science for Geoscience
Stanford Advisees
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Doctoral Dissertation Reader (AC)
Halldora Gudmundsdottir, Jiayuan Huang, Brian Rogers -
Postdoctoral Faculty Sponsor
Adel Asadi, Juan Pablo Daza, Amir Eskanlou, Peng Li, Xiaolong Wei -
Doctoral Dissertation Advisor (AC)
William Xu -
Master's Program Advisor
Aamnah Khalid -
Postdoctoral Research Mentor
Jonas Kloeckner -
Doctoral (Program)
Timmy Lui, Sofia Mantilla Salas
All Publications
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Quantifying uncertainty in ultra-deepwater carbonate facies modeling
GEOENERGY SCIENCE AND ENGINEERING
2024; 240
View details for DOI 10.1016/j.geoen.2024.213049
View details for Web of Science ID 001262363300001
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Constructing Priors for Geophysical Inversions Constrained by Surface and Borehole Geochemistry
SURVEYS IN GEOPHYSICS
2024
View details for DOI 10.1007/s10712-024-09843-x
View details for Web of Science ID 001246009600001
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Uncovering heterogeneous effects in computational models for sustainable decision-making
ENVIRONMENTAL MODELLING & SOFTWARE
2024; 171
View details for DOI 10.1016/j.envsoft.2023.105898
View details for Web of Science ID 001126162900001
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Unraveling the uncertainty of geological interfaces through data-knowledge-driven trend surface analysis
COMPUTERS & GEOSCIENCES
2023; 178
View details for DOI 10.1016/j.cageo.2023.105419
View details for Web of Science ID 001047313900001
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Statistical modeling of three-dimensional redox architecture from non-colocated redox borehole and transient electromagnetic data
HYDROGEOLOGY JOURNAL
2023
View details for DOI 10.1007/s10040-023-02640-7
View details for Web of Science ID 001040863400001
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My journey out of fossil fuel-funded research
NATURE GEOSCIENCE
2023; 16 (6): 468
View details for DOI 10.1038/s41561-023-01195-2
View details for Web of Science ID 001005884000002
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The Intelligent Prospector v1.0: geoscientific model development and prediction by sequential data acquisition planning with application to mineral exploration
GEOSCIENTIFIC MODEL DEVELOPMENT
2023; 16 (1): 289-313
View details for DOI 10.5194/gmd-16-289-2023
View details for Web of Science ID 000912021100001
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Data-Driven Model Falsification and Uncertainty Quantification for Fractured Reservoirs
ENGINEERING
2022; 18: 116-128
View details for DOI 10.1016/j.eng.2022.04.0152095-8099
View details for Web of Science ID 000925180300001
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A sequential decision-making framework with uncertainty quantification for groundwater management
ADVANCES IN WATER RESOURCES
2022; 166
View details for DOI 10.1016/j.advwatres.2022.104266
View details for Web of Science ID 000856897100002
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Hierarchical Bayesian Inversion of Global Variables and Large-Scale Spatial Fields
WATER RESOURCES RESEARCH
2022; 58 (5)
View details for DOI 10.1029/2021WR031610
View details for Web of Science ID 000788106700001
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Mapping high-resolution basal topography of West Antarctica from radar data using non-stationary multiple-point geostatistics (MPS-BedMappingV1)
GEOSCIENTIFIC MODEL DEVELOPMENT
2022; 15 (4): 1477-1497
View details for DOI 10.5194/gmd-15-1477-2022
View details for Web of Science ID 000760301100001
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Quantifying Uncertainty in Downscaling of Seismic Data to High-Resolution 3-D Lithological Models
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
2022; 60
View details for DOI 10.1109/TGRS.2022.3153934
View details for Web of Science ID 000779841600020
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A geostatistical implicit modeling framework for uncertainty quantification of 3D geo-domain boundaries: Application to lithological domains from a porphyry copper deposit
COMPUTERS & GEOSCIENCES
2021; 157
View details for DOI 10.1016/j.cageo.2021.104931
View details for Web of Science ID 000703529800005
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Gravity inversion for geothermal exploration with uncertainty quantification
GEOTHERMICS
2021; 97
View details for DOI 10.1016/j.geothermics.2021.102230
View details for Web of Science ID 000702843900004
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Stochastic Inversion of Gravity Data Accounting for Structural Uncertainty
MATHEMATICAL GEOSCIENCES
2021
View details for DOI 10.1007/s11004-021-09978-2
View details for Web of Science ID 000701012700002
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3D Modeling of Large-Scale Geological Structures by Linear Combinations of Implicit Functions: Application to a Large Banded Iron Formation
NATURAL RESOURCES RESEARCH
2021
View details for DOI 10.1007/s11053-021-09901-w
View details for Web of Science ID 000669276200001
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I am (June, 10.1038/s43017-021-00189-1, 2021)
NATURE REVIEWS EARTH & ENVIRONMENT
2021
View details for DOI 10.1038/s43017-021-00194-4
View details for Web of Science ID 000663537600001
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"I am"
NATURE REVIEWS EARTH & ENVIRONMENT
2021
View details for DOI 10.1038/s43017-021-00189-1
View details for Web of Science ID 000662929500004
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Stochastic modeling of subglacial topography exposes uncertainty in water routing at Jakobshavn Glacier
JOURNAL OF GLACIOLOGY
2021; 67 (261): 75–83
View details for DOI 10.1017/jog.2020.84
View details for Web of Science ID 000608835500007
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Global Sensitivity Analysis of a Reactive Transport Model for Mineral Scale Formation During Hydraulic Fracturing
Environmental Engineering Science
2021
View details for DOI 10.1089/ees.2020.0365
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Quantifying the Effect of Precipitation on Landslide Hazard in Urbanized and Non-Urbanized Areas
Geophysical Research Letters
2021; 48 (16)
View details for DOI 10.1029/2021GL094038
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Conditional simulation of categorical spatial variables using Gibbs sampling of a truncated multivariate normal distribution subject to linear inequality constraints
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
2020
View details for DOI 10.1007/s00477-020-01925-7
View details for Web of Science ID 000587100200003
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A Monte Carlo-based framework for risk-return analysis in mineral prospectivity mapping
GEOSCIENCE FRONTIERS
2020; 11 (6): 2297–2308
View details for DOI 10.1016/j.gsf.2020.02.010
View details for Web of Science ID 000583042200026
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Direct forecasting of global and spatial model parameters from dynamic data
COMPUTERS & GEOSCIENCES
2020; 143
View details for DOI 10.1016/j.cageo.2020.104567
View details for Web of Science ID 000571449800001
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Automated Monte Carlo-based quantification and updating of geological uncertainty with borehole data (AutoBEL v1.0)
GEOSCIENTIFIC MODEL DEVELOPMENT
2020; 13 (2): 651–72
View details for DOI 10.5194/gmd-13-651-2020
View details for Web of Science ID 000516580600001
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A Tree-Based Direct Sampling Method for Stochastic Surface and Subsurface Hydrological Modeling
WATER RESOURCES RESEARCH
2020; 56 (2)
View details for DOI 10.1029/2019WR026130
View details for Web of Science ID 000535672800045
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A Monte Carlo-based framework for assessing the value of information and development risk in geothermal exploration
APPLIED ENERGY
2019; 256
View details for DOI 10.1016/j.apenergy.2019.113932
View details for Web of Science ID 000497981300046
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Morphodynamic Analysis and Statistical Synthesis of Geomorphic Data: Application to a Flume Experiment
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE
2019
View details for DOI 10.1029/2019JF005245
View details for Web of Science ID 000497103200001
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Predicting drivers of groundwater Cr(VI) contamination in the Central Valley, CA: Integrated multivariate statistical & geospatial approach
AMER CHEMICAL SOC. 2019
View details for Web of Science ID 000525061500595
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Assessing and visualizing uncertainty of 3D geological surfaces using level sets with stochastic motion
COMPUTERS & GEOSCIENCES
2019; 122: 54–67
View details for DOI 10.1016/j.cageo.2018.10.006
View details for Web of Science ID 000453338800006
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Exploring viable geologic interpretations of gravity models using distance-based global sensitivity analysis and kernel methods
GEOPHYSICS
2018; 83 (5): G79–G92
View details for DOI 10.1190/GEO2017-0742.1
View details for Web of Science ID 000453050000047
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Hydrostratigraphic modeling using multiple-point statistics and airborne transient electromagnetic methods
HYDROLOGY AND EARTH SYSTEM SCIENCES
2018; 22 (6): 3351–73
View details for DOI 10.5194/hess-22-3351-2018
View details for Web of Science ID 000435481700001
- Quantifying Uncertainty in Subsurface systems American Geophysical Union - Wiley. 2018
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Quantifying Uncertainty in Subsurface Systems PREFACE
QUANTIFYING UNCERTAINTY IN SUBSURFACE SYSTEMS
2018; 236: VII-IX
View details for Web of Science ID 000481474600001
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Bayesianism in the Geosciences
HANDBOOK OF MATHEMATICAL GEOSCIENCES: FIFTY YEARS OF IAMG
2018: 527–66
View details for DOI 10.1007/978-3-319-78999-6_27
View details for Web of Science ID 000467330800029
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Uncertainty Quantification of Medium‐Term Heat Storage From Short‐Term Geophysical Experiments Using Bayesian Evidential Learning
Water Resources Research
2018
View details for DOI 10.1002/2017WR022135
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Reconstruction of Three-Dimensional Aquifer Heterogeneity from Two-Dimensional Geophysical Data
Mathematical Geosciences
2018; 50 (1)
View details for DOI 10.1007/s11004-017-9694-x
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Direct forecasting of reservoir performance using production data without history matching
COMPUTATIONAL GEOSCIENCES
2017; 21 (2): 315-333
View details for DOI 10.1007/s10596-017-9614-7
View details for Web of Science ID 000398928300009
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High resolution aquifer characterization using crosshole GPR full-waveform tomography: Comparison with direct-push and tracer test data
WATER RESOURCES RESEARCH
2017; 53 (1): 49-72
View details for DOI 10.1002/2016WR019498
View details for Web of Science ID 000394911200004
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Integrating Non-Colocated Well and Geophysical Data to Capture Subsurface Heterogeneity at an Aquifer Recharge and Recovery Site
Journal of Hydrology
2017; 555: 407-419
View details for DOI 10.1016/j.jhydrol.2017.10.028
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Discovering geochemical patterns by factor-based cluster analysis
Journal of Geochemical Exploration
2017; 181: 106-115
View details for DOI 10.1016/j.gexplo.2017.07.006
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Quantifying structural uncertainty on fault networks using a marked point process within a Bayesian framework
Tectonophysics
2017; 712-713: 101-124
View details for DOI 10.1016/j.tecto.2017.04.027
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Stochastic Simulation by Image Quilting of Process-based Geological Models
Computers & Geosciences
2017; 106: 18-32
View details for DOI 10.1016/j.cageo.2017.05.012
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Cokriging for multivariate Hilbert space valued random fields: application to multi-fidelity computer code emulation
Stoch Environ Res Risk Assess
2017: 1-17
View details for DOI 10.1007/s00477-017-1486-9
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Hydrostratigraphic modelling using multiple-point statistics and airborne transient electromagnetic methods
Hydrology and Earth System Sciences Discussions
2017
View details for DOI 10.5194/hess-2017-413
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DGSA: A Matlab toolbox for distance-based generalized sensitivity analysis of geoscientific computer experiments
COMPUTERS & GEOSCIENCES
2016; 97: 15-29
View details for DOI 10.1016/j.cageo.2016.08.021
View details for Web of Science ID 000387521800002
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Quantifying natural delta variability using a multiple-point geostatistics prior uncertainty model
JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE
2016; 121 (10)
View details for DOI 10.1002/2016JF003922
View details for Web of Science ID 000392830200009
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Direct prediction of spatially and temporally varying physical properties from time-lapse electrical resistance data
WATER RESOURCES RESEARCH
2016; 52 (9): 7262-7283
View details for DOI 10.1002/2016WR019126
View details for Web of Science ID 000386977900032
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Universal Kriging of functional data: Trace-variography vs cross-variography? Application to gas forecasting in unconventional shales
SPATIAL STATISTICS
2016; 15: 39-55
View details for DOI 10.1016/j.spasta.2015.12.003
View details for Web of Science ID 000372881000003
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Geological realism in hydrogeological and geophysical inverse modeling: A review
ADVANCES IN WATER RESOURCES
2015; 86: 86-101
View details for DOI 10.1016/j.advwatres.2015.09.019
View details for Web of Science ID 000365623000007
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Universal kriging with training images
SPATIAL STATISTICS
2015; 14: 240-268
View details for DOI 10.1016/j.spasta.2015.04.004
View details for Web of Science ID 000368913400003
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Probabilistic falsification of prior geologic uncertainty with seismic amplitude data: Application to a turbidite reservoir case
GEOPHYSICS
2015; 80 (5): M89-M100
View details for DOI 10.1190/GEO2015-0084.1
View details for Web of Science ID 000361665500021
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Updating joint uncertainty in trend and depositional scenario for reservoir exploration and early appraisal
COMPUTATIONAL GEOSCIENCES
2015; 19 (4): 805-820
View details for DOI 10.1007/s10596-015-9491-x
View details for Web of Science ID 000361462400008
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Uncertainty in training image-based inversion of hydraulic head data constrained to ERT data: Workflow and case study
WATER RESOURCES RESEARCH
2015; 51 (7): 5332-5352
View details for DOI 10.1002/2014WR016460
View details for Web of Science ID 000360080200025
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Direct forecasting of subsurface flow response from non-linear dynamic data by linear least-squares in canonical functional principal component space
ADVANCES IN WATER RESOURCES
2015; 77: 69-81
View details for DOI 10.1016/j.advwatres.2015.01.002
View details for Web of Science ID 000350439400006
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Prediction-Focused Subsurface Modeling: Investigating the Need for Accuracy in Flow-Based Inverse Modeling
MATHEMATICAL GEOSCIENCES
2015; 47 (2): 173-191
View details for DOI 10.1007/s11004-014-9521-6
View details for Web of Science ID 000348376900003
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Assessing seismic uncertainty via geostatistical velocity-model perturbation and image registration: An application to subsalt imaging
The Leading Edge
2015; 34 (9): 1064-1070
View details for DOI 10.1190/tle34091064.1
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MS-CCSIM: Accelerating pattern-based geostatistical simulation of categorical variables using a multi-scale search in Fourier space
COMPUTERS & GEOSCIENCES
2014; 67: 75-88
View details for DOI 10.1016/j.cageo.2014.03.009
View details for Web of Science ID 000336778300009
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Quantifying Asymmetric Parameter Interactions in Sensitivity Analysis: Application to Reservoir Modeling
MATHEMATICAL GEOSCIENCES
2014; 46 (4): 493-511
View details for DOI 10.1007/s11004-014-9530-5
View details for Web of Science ID 000335676800006
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Simulation of Earth textures by conditional image quilting
WATER RESOURCES RESEARCH
2014; 50 (4): 3088-3107
View details for DOI 10.1002/2013WR015069
View details for Web of Science ID 000336026000020
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Comparing Training-Image Based Algorithms Using an Analysis of Distance
MATHEMATICAL GEOSCIENCES
2014; 46 (2): 149-169
View details for DOI 10.1007/s11004-013-9482-1
View details for Web of Science ID 000331978500003
- Multiple-point geostatistics: stochastic modeling with training images Wiley-Blackwell. 2014
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Assessing the Probability of Training Image-Based Geological Scenarios Using Geophysical Data
15th Annual Conference of the International-Association-for-Mathematical-Geosciences (IAMG)
SPRINGER-VERLAG BERLIN. 2014: 679–682
View details for DOI 10.1007/978-3-642-32408-6_147
View details for Web of Science ID 000339442300147
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SGEMS-UQ: An uncertainty quantification toolkit for SGEMS
COMPUTERS & GEOSCIENCES
2014; 62: 12-24
View details for DOI 10.1016/j.cageo.2013.09.009
View details for Web of Science ID 000328724500002
- (submitted) Uncertainty Quantification in Inverse Problems: Model-Based versus Prediction-Focused Inversion Mathematical Geosciences 2014
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Training image-based scenario modeling of fractured reservoirs for flow uncertainty quantification
COMPUTATIONAL GEOSCIENCES
2013; 17 (6): 1015-1031
View details for DOI 10.1007/s10596-013-9372-0
View details for Web of Science ID 000328319900010
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Conditioning Surface-Based Geological Models to Well and Thickness Data
MATHEMATICAL GEOSCIENCES
2013; 45 (7): 873-893
View details for DOI 10.1007/s11004-013-9455-4
View details for Web of Science ID 000325137700006
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History matching and uncertainty quantification of facies models with multiple geological interpretations
COMPUTATIONAL GEOSCIENCES
2013; 17 (4): 609-621
View details for DOI 10.1007/s10596-013-9343-5
View details for Web of Science ID 000321637000001
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Image transforms for determining fit-for-purpose complexity of geostatistical models in flow modeling
COMPUTATIONAL GEOSCIENCES
2013; 17 (2): 417-429
View details for DOI 10.1007/s10596-013-9340-8
View details for Web of Science ID 000316220100013
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A special issue on benchmark problems, datasets and methodologies for the computational geosciences
COMPUTERS & GEOSCIENCES
2013; 50: 1-3
View details for DOI 10.1016/j.cageo.2012.11.001
View details for Web of Science ID 000313611100001
- Fast multiple point geostatistical simulation using a multi-scale approach IAMG 2013, Madrid, Sept 2-6, 2013 2013
- Modeling Spatial and Structural Uncertainty in the Subsurface Computational Challenges in the Geosciences Institute for Mathematics and its Applications, The IMA Volumes in Mathematics and its Applications 2013; 156: 143-167
- Simulation of Earth textures by Conditional Image Quilting Water Resources Research 2013
- Comparing training-image based algorithms using an analysis of distance Mathematical Geosciences 2013
- Assessing the probability of training image-based geological scenarios using geophysical data IAMG 2013 2013
- Possibility as a complement to probability in quantifying geological scenario uncertainty: a deep-water reservoir case study IAMG 2013 2013
- Updating of uncertainty in fractured reservoirs driven by geological scenarios IAMG 2013 2013
- Learning Needed Complexity in Structural Modeling Using Procrustes Analysis IAMG 2013 2013
- A distance-based generalized sensitivity analysis for energy resources modeling IAMG 2013 2013
- SGEMS-UQ: An Uncertainty Quantification Toolkit for SGEMS Computers & Geosciences 2013
- A quantitative comparison of multiple-point algorithms using an analysis of distance method IAMG 2013 2013
- Modeling Geological Scenario Uncertainty from Seismic Data using Pattern Similarity IAMG 2013 2013
- Use of Tank Experiment Data In Surface-based Modeling IAMG 2013 2013
- Updating uncertainty in the conceptual geological representation of fractured reservoirs using production data 75th EAGE Conference & Exhibition 2013
- Training-image based scenario modeling of fractured reservoir for flow uncertainty quantification Computational Geosciences 2013
- Probability perturbation applied to the use of groundwater flow models in HydroGeoSphere 3rd International HydroGeoSphere User Conference 2013
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Direct Pattern-Based Simulation of Non-stationary Geostatistical Models
MATHEMATICAL GEOSCIENCES
2012; 44 (6): 651-672
View details for DOI 10.1007/s11004-012-9413-6
View details for Web of Science ID 000306593700001
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Method for Stochastic Inverse Modeling of Fault Geometry and Connectivity Using Flow Data
MATHEMATICAL GEOSCIENCES
2012; 44 (2): 147-168
View details for DOI 10.1007/s11004-012-9389-2
View details for Web of Science ID 000300294500003
- Direct non-stationary multiple-point modeling by distance-based pattern simulation 9th International Geostatistics Congress 2012
- History matching under uncertain geological scenario 9th International Geostatistics Congress 2012
- Transformation spaces for determining spatial model complexity 9th International Geostatistics Congres 2012
- Data inversion under geological scenario uncertainty SEG Technical Program 2012: 1–2
- On internal consistency, conditioning and models of uncertainty 9th International Geostatistics Congress 2012
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Conditioning Facies Simulations with Connectivity Data
MATHEMATICAL GEOSCIENCES
2011; 43 (8): 879-903
View details for DOI 10.1007/s11004-011-9363-4
View details for Web of Science ID 000296796500001
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A Methodology for Establishing a Data Reliability Measure for Value of Spatial Information Problems
MATHEMATICAL GEOSCIENCES
2011; 43 (8): 929-949
View details for DOI 10.1007/s11004-011-9367-0
View details for Web of Science ID 000296796500003
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A multiscale method for subsurface inverse modeling: Single-phase transient flow
ADVANCES IN WATER RESOURCES
2011; 34 (8): 967-979
View details for DOI 10.1016/j.advwatres.2011.05.001
View details for Web of Science ID 000293320700004
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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
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Geological modelling and history matching of multi-scale flow barriers in channelized reservoirs: methodology and application
PETROLEUM GEOSCIENCE
2011; 17 (1): 17-34
View details for DOI 10.1144/1354-079309-825
View details for Web of Science ID 000299726400002
- Modeling Uncertainty in the Earth Sciences Wiley-Blackwell. 2011
- Topological uncertainties in structural geology and assimilation of dynamic data: parametrization and sampling Water Resources Research 2011
- Distance-based sampling of posterior distributions in spatial inverse problems IAMG 2011 2011
- Integration of engineering and geological uncertainty for reservoir performance prediction using a distance-based approach AAPG Memoir on Modeling Geological Uncertainty 2011: 191–202.
- Assessing the impact of fault connectivity uncertainty in reservoir studies using explicit discretization SPE Reservoir Characterisation and Simulation Conference and Exhibition 2011
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Bayesian inverse problem and optimization with iterative spatial resampling
WATER RESOURCES RESEARCH
2010; 46
View details for DOI 10.1029/2010WR009274
View details for Web of Science ID 000284489700001
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A flow-based pattern recognition algorithm for rapid quantification of geologic uncertainty
COMPUTATIONAL GEOSCIENCES
2010; 14 (4): 603-621
View details for DOI 10.1007/s10596-009-9175-5
View details for Web of Science ID 000281165800008
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Special Issue on Computational Methods for the Earth, Energy and Environment-IAMG 2009
MATHEMATICAL GEOSCIENCES
2010; 42 (5): 453-455
View details for DOI 10.1007/s11004-010-9294-5
View details for Web of Science ID 000279136200001
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Laudatio Guillaume Caumon, Vistelius Award 2009
MATHEMATICAL GEOSCIENCES
2010; 42 (5): 595-596
View details for DOI 10.1007/s11004-010-9295-4
View details for Web of Science ID 000279136200009
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Stochastic Simulation of Patterns Using Distance-Based Pattern Modeling
Annual Meeting on Computational for the Earth Energy and Environment (IAMG 2009)
SPRINGER HEIDELBERG. 2010: 487–517
View details for DOI 10.1007/s11004-010-9276-7
View details for Web of Science ID 000279136200003
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A multiscale adjoint method to compute sensitivity coefficients for flow in heterogeneous porous media
ADVANCES IN WATER RESOURCES
2010; 33 (6): 698-709
View details for DOI 10.1016/j.advwatres.2010.04.005
View details for Web of Science ID 000278972700009
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Combining geologic-process models and geostatistics for conditional simulation of 3-D subsurface heterogeneity
WATER RESOURCES RESEARCH
2010; 46
View details for DOI 10.1029/2009WR008414
View details for Web of Science ID 000278249800001
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Bootstrap confidence intervals for reservoir model selection techniques
COMPUTATIONAL GEOSCIENCES
2010; 14 (2): 369-382
View details for DOI 10.1007/s10596-009-9156-8
View details for Web of Science ID 000274455900012
- Sampling Multiple Non-Gaussian Model Realizations Constrained to Static and Highly Nonlinear Dynamic Data Using distance-based Techniques IAMG 2010 Annual Conference 2010
- Value of Information Methodology for Dynamic, Spatial Earth Problems Water Resources Research 2010
- Modeling Uncertainty of Complex Earth Systems in Metric Space Handbook of Geomathematics Springer. 2010: 865–889
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Uncertainty Quantification in Reservoir Performance Using Distances and Kernel Methods-Application to a West Africa Deepwater Turbidite Reservoir
SPE JOURNAL
2009; 14 (4): 680-692
View details for Web of Science ID 000272852500013
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Representing Spatial Uncertainty Using Distances and Kernels
MATHEMATICAL GEOSCIENCES
2009; 41 (4): 397-419
View details for DOI 10.1007/s11004-008-9186-0
View details for Web of Science ID 000265442200003
- Incorporating 4D seismic data into reservoir models while honoring production and geologic data The Leading Edge 2009; 28: 1498-1505
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Solving spatial inverse problems using the probability perturbation method: An S-GEMS implementation
COMPUTERS & GEOSCIENCES
2008; 34 (9): 1127-1141
View details for DOI 10.1016/j.cageo.2007.08.006
View details for Web of Science ID 000258086800009
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Identifying discrete geologic structures that produce anomalous hydraulic response: An inverse modeling approach
WATER RESOURCES RESEARCH
2008; 44 (8)
View details for DOI 10.1029/2007WR006635
View details for Web of Science ID 000258651500001
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A distance-based prior model parameterization for constraining solutions of spatial inverse problems
MATHEMATICAL GEOSCIENCES
2008; 40 (4): 445-469
View details for DOI 10.1007/s11004-008-9154-8
View details for Web of Science ID 000256353200005
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Dynamic data integration for structural modeling: model screening approach using a distance-based model parameterization
COMPUTATIONAL GEOSCIENCES
2008; 12 (1): 105-119
View details for DOI 10.1007/s10596-007-9063-9
View details for Web of Science ID 000253212200007
- Distance-based Representation of Reservoir Uncertainty: the Metric EnKF Proceedings of the 11th European Conference on the Mathematics of Oil Recover (ECMOR XI) 2008: 8p.
- Conditioning facies simulations with connectivity data 8th International Geostatistical Congress, Santiago, Chile, Dec. 1-5, 2008 2008
- Ensemble Kalman Filtering in Distance-based Kernel Space EnKF Workshop 2008
- Assessing the Value of Information of Geophysical Data for Groundwater Management AGU Fall Meeting 2008
- Simultaneous Conditioning of Multiple Non-Gaussian Geostatistical Models to Highly Nonlinear Data Using Distances in Kernel Space 8th International Geostatistical Congress 2008
- Streamline Assisted History Matching of Naturally Fractured Reservoirs Using the Probability Perturbation Method 8th International Geostatistical Congress 2008
- Distance-based random field models and their applications 8th International Geostatistical Congress 2008
- Comparison of Probabilistic and Forward Modeling Workflow Approaches for Integrating 4D Seismic into Reservoir Models: Application to a North Sea Reservoir 70th EAGE Conference & Exhibition 2008
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Hybridization of the probability perturbation method with gradient information
COMPUTATIONAL GEOSCIENCES
2007; 11 (4): 319-331
View details for DOI 10.1007/s10596-007-9055-9
View details for Web of Science ID 000250406800005
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History matching by jointly perturbing local facies proportions and their spatial distribution: Application to a North Sea reservoir
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2007; 57 (3-4): 257-272
View details for DOI 10.1016/j.petrol.2006.10.011
View details for Web of Science ID 000248025000003
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History matching of naturally fractured reservoirs using elastic stress simulation and probability perturbation method
2005 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 2007: 118–29
View details for Web of Science ID 000245228900010
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Conditional simulation with patterns
MATHEMATICAL GEOLOGY
2007; 39 (2): 177-203
View details for DOI 10.1007/s11004-006-9075-3
View details for Web of Science ID 000246358100003
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Comparing the gradual deformation with the probability perturbation method for solving inverse problems
MATHEMATICAL GEOLOGY
2007; 39 (1): 27-52
View details for DOI 10.1007/s11004-006-9064-6
View details for Web of Science ID 000246358000002
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Hierarchical modeling of multi-scale flow barriers in channelized reservoirs
12th Conference of the International-Association-for-Mathematical-Geology
STATE KEY LABORATORY GEOLOGICAL PROCESSES & MINERAL RESOURCES (GPMR). 2007: 381–385
View details for Web of Science ID 000250473800097
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Solving spatial inverse problems using the probability perturbation method: an S-GEMS implementation
12th Conference of the International-Association-for-Mathematical-Geology
STATE KEY LABORATORY GEOLOGICAL PROCESSES & MINERAL RESOURCES (GPMR). 2007: 727–729
View details for Web of Science ID 000250473800182
- A geostatistical approach to integrating data from multiple and diverse sources: An application to the integration of well data, geological information, 3d/4d geophysical and reservoir-dynamics data in a north-sea reservoir Subsurface Hydrology: Data Integration for Properties and Processes 2007; 171: 61-71
- Hybridization of the probability perturbation method with gradient information EAGE Petroleum Geostatistics conference 2007
- Modeling, Upscaling and History Matching Thin, Irregularly-Shaped Flow Barriers; A Comprehensive Approach for Predicting Reservoir Connectivity 26th Annual GCSSEPM Foundation Meeting 2007
- History matching in low-dimensional connectivity vector space EAGE Petroleum Geostatistics conference 2007
- Multiple-Point Geostatistics and Near-Surface Geophysics for Modeling Heterogeneity in a Coastal Aquifer AGU Fall Meeting Supplement 2007
- Stochastic simulation with patterns Mathematical Geology 2007; 39 (2): 177-203
- A Workflow for Modeling Multi-scale Flow Barriers in Deep Water Turbidite Reservoirs AAPG Annual meeting 2007
- Hierarchic Modeling and History Matching of Multiscale Flow Barriers in Channelized Reservoirs SPE Annual Technical Conference and Exhibition 2007
- History matching of reservoir structure subject to prior geological and geophysical constraints EAGE Petroleum Geostatistics Conference 2007
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A practical data-integration approach to history matching: Application to a deepwater reservoir
2005 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 2006: 464–79
View details for Web of Science ID 000243161800007
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Quantifying geological uncertainty for flow and transport modeling in multi-modal heterogeneous formations
ADVANCES IN WATER RESOURCES
2006; 29 (6): 912-929
View details for DOI 10.1016/j.advwatres.2005.08.002
View details for Web of Science ID 000237571500010
- Coupled Geological Modeling and History Matching of Fine-Scale Curvilinear Flow Barriers EAGE 10th European Conference on the Mathematics of Oil Recovery 2006
- Improved modeling of 4D seismic response using flow-based downscaling of coarse grid saturations ECMOR X 2006
- A probabilistic approach to integration of well log, geological information, 3D/4D seismic and production data ECMOR X 2006
- A Probabilistic Integration of Well Log, Geological Information, 3D/4D Seismic, and Production Data: Application to the Oseberg Field SPE Annual Meeting 2006
- Probabilistic integration of geological information, seismic and production data The Leading Edge 2006; 25: 240-244
- History Matching with an Uncertain Geological Scenario SPE Annual Technical Conference and Exhibition 2006
- The probability perturbation method: a new look at Bayesian inverse modeling Mathematical Geology 2006; 38: 81-100
- Preserving Fine-Scale, Irregularly-Shaped Geological Features in Reservoir Flow Models Using Edge Properties American Association of Petroleum Geologists Annual Convention 2006
- Discrete Space Optimization Method for History Matching under Uncertain Geological Scenario 10th European Conference on the Mathematics of Oil Recovery (ECMOR X) 2006
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A parallel, multiscale approach to reservoir modeling
COMPUTATIONAL GEOSCIENCES
2005; 9 (2-3): 75-98
View details for DOI 10.1007/s10596-005-9004-4
View details for Web of Science ID 000234183100002
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Regional probability perturbations for history matching
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2005; 46 (1-2): 53-71
View details for DOI 10.1016/j.petrol.2004.11.001
View details for Web of Science ID 000226784600004
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A direct sequential simulation approach to streamline-based history matching
7th International Geostatistics Congress
SPRINGER. 2005: 1077–1086
View details for Web of Science ID 000234961400112
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Data integration using the probability perturbation method
GEOSTATISTICS BANFF 2004, VOLS 1 AND 2
2005; 14: 13-22
View details for Web of Science ID 000234961400002
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A combined geostatistical and source model to predict superpermeability from flowmeter data: Application to the ghawar field
GEOSTATISTICS BANFF 2004, VOLS 1 AND 2
2005; 14: 591-600
View details for Web of Science ID 000234961400060
- A combined geostatistical and source model to predict super-permeability from flowmeter data: application to the Ghawar field Quantitative Geology and Geostatistics Volume 2005; 14: 591-600
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A new multiple-grid method for multiple-scale stochastic Simulation with Patterns
Annual Conference of the International-Association-for-Mathematical-Geology
YORK UNIV. 2005: 633–638
View details for Web of Science ID 000233264200106
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History matching under geological control: Application to a North Sea reservoir
7th International Geostatistics Congress
SPRINGER. 2005: 1067–1076
View details for Web of Science ID 000234961400111
- Data conditioning with the probability perturbation method Quantitative Geology and Geostatistics edited by Leuangthong, O., Deutsch, C. Springer, Dordrecht. 2005: 255–264
- Petroleum Geostatistics Society of Petroleum Engineers. 2005
- History Matching of Naturally Fractured Reservoirs Using Elastic Stress Simulation and Probability Perturbation Method SPE ATCE Dallas, TX 2005
- Reconciling Prior Geologic Information With Production Data Using Streamlines: Application to a Giant Middle-Eastern Oil Field SPE ATCE 2005
- A new multiple-grid method for multiple-scale stochastic simulation with patterns 2005 Annual conference of the International Association for Mathematical Geology 2005
- Geologically Consistent History Matching of a Deepwater Turbidite Reservoir SPE ATCE 2005
- Flow-based downscaling of saturations for modeling 4D seismic data 75th SEG meeting 2005
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A multiple-scale, pattern-based approach to sequential simulation
7th International Geostatistics Congress
SPRINGER. 2005: 255–264
View details for Web of Science ID 000234961400026
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Multiple-point geostatistics: a powerful tool to improve groundwater flow and transport predictions in multi-modal formations
5th European Conference on Geostatistics for Environmental Applications
SPRINGER-VERLAG BERLIN. 2005: 197–207
View details for Web of Science ID 000232413500017
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Automatic geobody detection from seismic data using minimum message length clustering
COMPUTERS & GEOSCIENCES
2004; 30 (7): 741-751
View details for DOI 10.1016/j.cageo.2004.05.010
View details for Web of Science ID 000223451600005
- History Matching with the Regional Probability Perturbation Method in Applications to a North Sea Reservoir ECMOR IX 2004
- Geostatistical history matching using the regional probability perturbation method Society of Petroleum Engineers Annual Conference and Technical Exhibition 2004
- Streamline-Based History Matching Using Geostatistical Constraints: Application to a Giant, Mature Carbonate Reservoir SPE ATCE 2004
- The probability perturbation method: an alternative to traditional Bayesian approaches for solving inverse problems ECMOR IX 2004
- Assessment of Global Uncertainty for Early Appraisal of Hydrocarbon Fields Society of Petroleum Engineers ATCE 2004
- Reservoir Characterization Using Multiple-Scale Geological Patterns ECMOR IX 2004
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Stochastic estimation of facies using ground penetrating radar data
ModelCARE 2002 Conference
SPRINGER. 2003: 306–18
View details for DOI 10.1007/s00477-003-0152-6
View details for Web of Science ID 000186542900004
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Modeling of a deepwater turbidite reservoir conditional to seismic data using principal component analysis and multiple-point geostatistics
2002 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 2003: 227–35
View details for Web of Science ID 000185472000004
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History matching under training-image-based geological model constraints
SPE JOURNAL
2003; 8 (3): 218-226
View details for Web of Science ID 000185472000003
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Efficient gradual deformation using a streamline-based proxy method
Brigham Symposium
ELSEVIER SCIENCE BV. 2003: 57–83
View details for DOI 10.1016/S0920-4105(03)00040-8
View details for Web of Science ID 000184635600005
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The construction of stochastic facies-based models conditioned to ground penetrating radar images
Conference on Calibration and Reliability in Groundwater Modelling (ModelCARE 2002)
INT ASSOC HYDROLOGICAL SCIENCES. 2003: 395–401
View details for Web of Science ID 000189478600053
- Feature-based probabilistic interpretation of geobodies from seismic Stochastic Modeling II American Association of Petroleum Geologist. 2003
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From pattern recognition to pattern reproduction
Developments in Petroleum Science
Elsevier. 2003: 97–115
View details for DOI 10.1016/s0376-7361(03)80010-9
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Combining geological information with seismic and production data
Developments in Petroleum Science
Elsevier. 2003: 499–525
View details for DOI 10.1016/s0376-7361(03)80027-4
- A method for static-based upgridding ECMOR VII, European Conference on Mathematics of Oil Recovery 2003
- Sequential Simulation under local non-linear constraints: Application to history matching Annual conference of the Internation Association for Mathematical Geology 2003
- A geostatistical method for characterizing superpermeability from flowmeter data: Application to the Ghawar field Society of Petroleum Engineers Annual Conference and Technical Exhibition 2003
- Stochastic integration of seismic and geological scenarios: a submarine channgel saga The Leading Edge 2003: 192-196
- A two level optimization method for integrating production data on non-uniform grids SPE Annual Conference and Technical Exhibition 2003
- History matching under a training image-based geological model constraints SPE Journal 2003: 218-226
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G(S)TL: the geostatistical template library in C++
COMPUTERS & GEOSCIENCES
2002; 28 (8): 971-979
View details for Web of Science ID 000177671200011
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A geostatistical approach to streamline-based history matching
SPE JOURNAL
2002; 7 (3): 250-266
View details for Web of Science ID 000178119400004
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Integrating rock physics, seismic amplitudes, and geological models
JOURNAL OF PETROLEUM TECHNOLOGY
2002; 54 (6): 43-43
View details for Web of Science ID 000176052200011
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Modeling conditional distributions of facies from seismic using neural nets
MATHEMATICAL GEOLOGY
2002; 34 (2): 143-167
View details for Web of Science ID 000174473800003
- Geostatistical history matching under a training image-based geological model constraints SPE Annual Conference and Technical Exhibition 2002
- A geostatical approach to history matching flow and pressure data on non-uniform grids ECMOR VIII, European Conference on Mathematics of Oil Recovery 2002
- Feature-based geostatistics: an application to a submarine channel reservoir SPE Annual Conference and Technical Exhibition 2002
- Modeling of a deepwater turbidite reservoir conditional to seismic data using multiple-point geostatistics SPE Annual Technical Conference and Exhibition 2002
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Geostatistical reservoir modelling using statistical pattern recognition
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
2001; 29 (3-4): 177-188
View details for Web of Science ID 000169287000003
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Automatic histogram and variogram reproduction in simulated annealing simulation
MATHEMATICAL GEOLOGY
2001; 33 (2): 167-190
View details for Web of Science ID 000171996800004
- Geostatistical integration of rock physics, seismic amplitudes and geological models in North-Sea turbidite systems The Leading Edge 2001; 20: 308-312
- GsTL: a geostatistical template library in C++ Proceedings of the IAMG Annual Conference of the International Association for Mathematical Geology 2001: 971–79
- Data integration with multiple-point geostatistics Third IMA Conference on Modeling Permeable Rocks 2001
- A fast Markov chain Monte Carlo simulation method for conditioning reservoir models to dynamic data 7th European Conference on Mathematics of Oil Recovery, EAGE 2001
- Feature-based calibration of an automated seismic interpretation tool from human expert knowledge Annual Meeting, Stanford Center for Reservoir Forecasting 2001
- Calibrating an automated seismic interpretation tools from human expert knowledge Third IMA Conference on Modeling Permeable Rocks 2001
- Characterization of West-Africa Submarine channel reservoirs: a neural network-based approach to integration of seismic data SPE Annual Conference and Technical Exhibition 2001
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Geostatistical quantification of geological information for a fluvial-type North Sea reservoir
1999 SPE Annual Technical Conference and Exhibition
SOC PETROLEUM ENG. 2000: 457–67
View details for Web of Science ID 000089915600011
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Adding local accuracy to direct sequential simulation
MATHEMATICAL GEOLOGY
2000; 32 (7): 815-850
View details for Web of Science ID 000088927500003
- Geostatistical modeling of an offshore diamont deposit 6th International Geostatistics Congress 2000
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Statistics for modeling heavy tailed distributions in geology: Part II. Applications
MATHEMATICAL GEOLOGY
1999; 31 (4): 411-434
View details for Web of Science ID 000079451900004
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Statistics for modeling heavy tailed distributions in geology: Part I. Methodology
MATHEMATICAL GEOLOGY
1999; 31 (4): 391-410
View details for Web of Science ID 000079451900003
- Conditioning reservoir models to dynamic data - A forward modeling perspective SPE Annual Conference and Technical Exhibition 1999
- Statistics for Modelling Heavy Tailed Distributions in Geology, Part II: Applications Mathematical Geology 1999; 31: 411-434
- Geostatistical modeling of offshore diamond deposits 6th International Geostatistics Congress 1999
- Statistics for Modelling Heavy Tailed Distributions in Geology, Part I: Methodology Mathematical Geology 1999; 31: 390-410
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Nonparametric tail estimation using a double bootstrap method
COMPUTATIONAL STATISTICS & DATA ANALYSIS
1998; 29 (2): 191-211
View details for Web of Science ID 000077853100005
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Bootstrap confidence intervals for tail indices
COMPUTATIONAL STATISTICS & DATA ANALYSIS
1998; 26 (3): 259-277
View details for Web of Science ID 000071646900001
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Identifying tails, bounds and end-points of random variables
STRUCTURAL SAFETY
1998; 20 (1): 1-23
View details for Web of Science ID 000073557400001
- A Neural Network Approach to Stochastic Simulation GOCAD ENSG Conference on 3D Modelling of Natural Objects 1998
- Global Valuation of Primary Diamond Deposits 27th Symposium on the Application of Computer Methods and Operations Research in the Mineral Industry 1998
- Stochastic Reservoir Simulation Using Neural Networks Trained on Outcrop Data SPE Technical Exhibition and Annual Conference 1998: 321–37
- Tail Estimation of Bounded Random Variables IFIP Conference on Optimization and Reliability of Structural Systems 1998
- Assessing the Quality of Diamonds Mineral Resources Engineering 1997; 5: 155-177
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Petrography and X-ray computerized tomography applied as an integral part of a rock mechanics investigation of discontinuities
TRANSACTIONS OF THE INSTITUTION OF MINING AND METALLURGY SECTION B-APPLIED EARTH SCIENCE
1997; 106: B38-B45
View details for Web of Science ID A1997XN11100006
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Non-conditional and conditional simulation of a spatial point process
Wollongong 96 International Geostatistical Congress
SPRINGER. 1997: 270–81
View details for Web of Science ID A1997BH83F00023
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Valuation of primary diamond deposits by extreme value statistics
ECONOMIC GEOLOGY AND THE BULLETIN OF THE SOCIETY OF ECONOMIC GEOLOGISTS
1996; 91 (5): 841-854
View details for Web of Science ID A1996VW81800004
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Extreme value analysis of diamond-size distributions
MATHEMATICAL GEOLOGY
1996; 28 (1): 25-43
View details for Web of Science ID A1996TV56700003
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A numerical maximum likelihood method for estimating the mean of a compound lognormal distribution
26th International Symposium on the Application of Computers and Operations Research in the Mineral Industry (APCOM)
SOC MIN ENGINEERS AIME. 1996: 27–32
View details for Web of Science ID A1996BG37M00005