Tapan Mukerji

Professor (Research) of Energy Science Engineering, of Earth and Planetary Sciences and of Geophysics

Energy Science & Engineering

Bio

Tapan Mukerji co-directs the Stanford Center for Earth Resources Forecasting (SCERF), the Stanford Rocks and Geomaterials Project (SRGP), and the Stanford Basin Processes and Subsurface Modeling (BPSM) research groups.

The focus of Tapan’s multi-disciplinary research, with students and colleagues, has been on integrating rock physics, wave propagation physics, spatial data science and machine learning, and their broad applications in remote sensing of subsurface systems and processes, stochastic geomodeling, uncertainty quantification and value of information in Earth sciences. He uses theoretical, computational, and statistical methods, to discover and understand fundamental relations between geophysical data and rock properties, to quantify uncertainty in subsurface models, and to address value of information for decision making under uncertainty. He has been an invited keynote speaker and lecturer for short courses on rock physics and geostatistics. He was awarded the Karcher Award in 2000 by the Society of Exploration Geophysicists. In 2014 Tapan (together with Gary Mavko, Jack Dvorkin and Dario Grana) was awarded the ENI award for pioneering innovations in theoretical and practical rock physics.

Academic Appointments

Professor (Research), Energy Science & Engineering
Professor (Research), Earth & Planetary Sciences
Professor (Research), Geophysics

Administrative Appointments

Professor (Research), Energy Resources Engineering, Stanford University (2019 - Present)
Co-director, Stanford Center for Earth Resources Forecasting (SCERF), Stanford University (2008 - Present)
Co-director, Basin Processes and Subsurface Modeling (BPSM), Stanford University (2010 - Present)
Co-director, Stanford Rocks and Geomaterials Project (SRGP), Stanford (2022 - Present)
Co-director, Stanford Rock Physics and Borehole Geophysics Project (SRB), Stanford University (2019 - 2022)
Associate Professor (Research), Energy Resources Engineering, Stanford University (2017 - 2018)
Associate Professor (Research), Energy Resources Engineering and Geophysics, Stanford University (2013 - 2017)
Associate Professor (Research), Energy Resources Engineering, Stanford University (2008 - 2012)
Senior Research Scientist, Stanford University (2006 - 2008)
Research Associate, Stanford University (1999 - 2006)

Honors & Awards

Finalist, Publication Competition Award, Decision Analysis Society, Institute for Operations Research and Management Science (INFORMS) (2017)
Karcher Award for Outstanding Young Geophysicist, Society of Exploration Geophysicists (2000)
ENI Award 2014: New frontiers of Hydrocarbons - upstream, ENI - Italy (2014)
Best paper, honorable mention, Society of Exploration Geophysicists (2020)
Invited Golden Jubilee Lecture, Dept. of Applied Geology, Dibrugarh University, India (2019)
Invited Lecture, College of Mechanics and Materials, Hohai University, China (2019)
Invited speaker, Institute of Pure and Applied Mathematics (IPAM) (2017)
Invited speaker, International Union of Pure and Applied Physics (IUPAP), Conference on Computational Physics (2015)
Best paper, International Association of Mathematical Geosciences (2010)
Best paper, Society of Petroleum Geophysicists (SPG) International Conference, Hyderabad, India (2004)
Best paper, honorable mention, Society of Exploration Geophysicists (1998)
Invited keynote speaker, Brazilian Geophysical Society (SBGF) (2017)
Invited keynote speaker, SEG Earth Model Forum, Rendering Rock Properties for Qualitative and Quantitative Interpretation (2015)
Invited speaker, 3rd Petroleum Geostatistics Conference, EAGE, Biarritz (2015)
Invited keynote speaker, SPWLA Topical Conference,Taos, New Mexico, Seismic Petrophysics: Unlocking the Value of Integration (2013)
Invited keynote speaker, Society of Petroleum Geophysicists (SPG) International Conference, Hyderabad, India (2012)
Invited speaker, Joint SEG/SPE/AAPG Summer Research Workshop, New Advances in Integrated Reservoir Surveillance (2012)
Invited Speaker, Recent Advances and Road Ahead, Society of Exploration Geophysicists Annual International Meeting (2011)
Haider Fellowship, Stanford University (1997)
Green Fellowship, Stanford University (1989-1990)
CSIR Fellowship, Council of Scientific and Industrial Research, India (1989)
University First (M.S.), Banaras Hindu University, India (1989)
University First (B.S.), Banaras Hindu University, India (1986)

Boards, Advisory Committees, Professional Organizations

Member, AGU, SEG, EAGE (1990 - Present)
Departmental admissions committee, Stanford University (2012 - Present)
Associate Editor, Geophysics, Society of Exploration Geophysicists (2001 - Present)
Associate Editor, Computers & Geosciences, International Association of Mathematical Geosciences (2011 - Present)
Dissertation reading committees; dissertation defense chair, Stanford University (2002 - Present)
Technical organizing committee, SBGF workshop on uncertainty quantification in reservoir characterization (2017 - 2017)
Technical organizing committee, SPE Workshop on Integration of 4D Seismic and Production Data for Reservoir Management - Application to Norne (Norway) (2013 - 2013)
Technical organizing committee, Joint SPE/AAPG/SEG Applied Technology Workshop on Quantitative Interpretation (2010 - 2010)
Reviewer, Department of Energy, Office of Basic Energy Sciences (2013 - 2013)
Lecturer, Mathematical Geophysics Summer School, Department of Mathematics, Stanford University (2001 - 2001)
Departmental admissions committee, Stanford University (2010 - 2010)
Invited lecturer, Houston Geophysical Society (2008 - 2008)
Peer review committee, Department of Energy, Stanford University (2003 - 2003)
Co-chair, technical committee, 11th Venezuelan Geophysical Conference (2002 - 2002)
Reviewer, Professional journals (1990 - Present)

Professional Education

Ph.D., Stanford University, U.S.A., Geophysics (1995)
M.Sc.(Tech), Banaras Hindu University, India, Geophysics (1989)
B.Sc., Banaras Hindu University, India, Physics (1986)

Contact

Academic
mukerji@stanford.edu
University - Faculty Department: Energy Science & Engineering Position: Professor- Research
- (650) 721-1263 (office)
University - Faculty Department: Department of Geological Sciences Position: Professor-Research
- (650) 721-1263 (office)
University - Faculty Department: Department of Geophysics - Geophysics Position: Professor-Research
- (650) 721-1263 (office)

Additional Info

SUNet ID(s):
mukerji
ORCID:
https://orcid.org/0000-0003-1711-1850

Current Research and Scholarly Interests

Research
The focus of my research, with students and colleagues, has been on integrating rock physics, wave propagation physics, data sciences and machine learning, and their broad applications in remote sensing of subsurface systems and processes and subsurface uncertainty quantification. Over the years, I have been involved in the research activities of different industrial consortia - Stanford Rock Physics and Borehole Geophysics (SRB), Stanford Center for Earth Resources Forecasting (SCERF), Basin Processes and Subsurface Modeling (BPSM), Stanford Rocks and Geomaterials Project (SRGP) and Smart Fields Consortium (SFC). My research uses theoretical, computational, and statistical models, to discover and understand fundamental relations between geophysical data and reservoir properties, to quantify uncertainty in our models, and to address value of information for decision making under uncertainty. I am particularly interested in forging links between research disciplines in geosciences, engineering, and decision sciences. I believe such research links across traditional boundaries are critical for the future of energy resources research.

Teaching
My courses for advanced undergraduates and graduates introduce students to mathematical methods for modeling, data analysis, and simulation using modern high-level software. The students come not only from the School of Earth Sciences but also from engineering, and biology. I continue to co-teach graduate level courses on rock physics and practice of geostatistics and seismic data integration. With my co-authors, I have written The Rock Physics Handbook, Quantitative Seismic Interpretation, Seismic Reservoir Modeling, Quantitative Analysis of Geopressure, and Value of Information in the Earth Sciences. These books are valuable resources for students, and researchers, and have been used as course material for university and industry courses. I enjoy advising and mentoring graduate students in their research work. Of course, one of the special rewards of teaching students is that I often learn as much from them as they do from me!

Professional Activities
Co-director SCERF, SRGP, BPSM; associate editor, Computers and Geosciences (2011-present), associate editor, Geophysics, (2001-present); invited instructor, Mathematical Geophysics Summer School, Stanford, (2001); co-chair, technical committee, 11th Venezuelan Geophysical Congress, (2002); proposal review, Department of Energy and American Chemical Society (2003-present); manuscript review for professional journals; member, AAAS, AGU, SEG, EAGE, SPE.

2024-25 Courses

Exploring Geosciences with MATLAB
ENERGY 112, GEOPHYS 112 (Aut)
Fluids and Flow in the Earth: Computational Methods
GEOPHYS 181, GEOPHYS 203 (Win)
Rock Physics
ENERGY 252, GEOPHYS 262 (Aut)
Seismic Reservoir Characterization
ENERGY 141, ENERGY 241, GEOPHYS 241A (Spr)
Subsurface Modeling and Characterization
GEOPHYS 385H (Aut, Win, Spr)
Independent Studies (23)
- Advanced Projects
  EPS 399 (Aut, Win, Spr, Sum)
- Advanced Research Work in Energy Science and Engineering
  ENERGY 360 (Aut, Win, Spr, Sum)
- Directed Reading with Earth & Planetary Sciences Faculty
  EPS 292 (Aut, Win)
- 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)
- 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)
- Honors Program
  GEOPHYS 198 (Aut, Sum)
- Master's Degree Research in Energy Science and Engineering
  ENERGY 361 (Aut, Win, Spr, Sum)
- Practical Experience in the Geosciences
  EPS 385 (Aut, Win, Spr, Sum)
- Research in Geophysics
  GEOPHYS 400 (Aut, Win, Spr, Sum)
- Research in the Field
  EPS 190 (Aut, Win, Sum)
- Senior Thesis
  EPS 197 (Aut, Win)
- Special Topics in Energy Science and Engineering
  ENERGY 273 (Aut, Win, Spr, Sum)
- Teaching in Geological Sciences
  EPS 398 (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 Research in Earth & Planetary Sciences
  EPS 192 (Aut, Win)
- Undergraduate Research in Geophysics
  GEOPHYS 196 (Aut, Win, Spr, Sum)
- Undergraduate Teaching Experience
  ENERGY 192 (Aut, Win, Spr, Sum)
Prior Year Courses
2023-24 Courses
- Subsurface Modeling and Characterization
  GEOPHYS 385H (Aut)
2022-23 Courses
- Exploring Geosciences with MATLAB
  ENERGY 112, GEOPHYS 112 (Aut)
- Fluids and Flow in the Earth: Computational Methods
  GEOPHYS 181, GEOPHYS 203 (Win)
- Rock Physics
  ENERGY 252, GEOPHYS 262 (Aut)
- Subsurface Modeling and Characterization
  GEOPHYS 385H (Aut, Win, Spr, Sum)
2021-22 Courses
- ERE Master's Graduate Seminar
  ENERGY 351 (Aut)
- ERE PhD Graduate Seminar
  ENERGY 352 (Aut)
- Exploring Geosciences with MATLAB
  ENERGY 112, GEOPHYS 112 (Aut)
- Seismic Reservoir Characterization
  ENERGY 141, ENERGY 241, GEOPHYS 241A (Spr)

Stanford Advisees

Doctoral Dissertation Reader (AC)
Filippos Kostakis, Min Jun Park, Yulman Perez Claro, Giancarlo Ventura
Postdoctoral Faculty Sponsor
Qi Hu, Suihong Song
Doctoral Dissertation Advisor (AC)
Jaehong Chung, Jiayuan Huang, Wenchao Teng
Doctoral (Program)
Yashee Mathur, Eliane Petersohn, Divakar Vashisth, Zi Wang, Minghui Xu, Jianing You

All Publications

Quantitative Analysis of Geopressure for Geoscientists and Engineers Dutta, N. C., Bachrach, R., Mukerji, T. Cambridge University Press. 2021
Seismic Reservoir Modeling: Theory, Examples, and Algorithms Grana, D., Mukerji, T., Doyen, P. Wiley-Blackwell. 2021
The Rock Physics Handbook, 3rd Ed. Mavko, G., Mukerji, T., Dvorkin, J. Cambridge University Press. 2020

View details for DOI 10.1017/9781108333016
Value of Information in the Earth Sciences: Integrating Spatial Modeling and Decision Analysis Eidsvik, J., Mukerji, T., Bhattacharjya, D. Cambridge University Press. 2015
Quantitative Seismic Interpretation Avseth, P., Mukerji, T., Mavko, G. Cambridge University Press. 2005
Physics-informed multi-grid neural operator: Theory and an application to porous flow simulation JOURNAL OF COMPUTATIONAL PHYSICS Song, S., Mukerji, T., Zhang, D. 2025; 520

View details for DOI 10.1016/j.jcp.2024.113438

View details for Web of Science ID 001335259300001
Geostatistical Inversion for Subsurface Characterization Using Stein Variational Gradient Descent With Autoencoder Neural Network: An Application to Geologic Carbon Sequestration JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH Liu, M., Grana, D., Mukerji, T. 2024; 129 (7)

View details for DOI 10.1029/2024JB029073

View details for Web of Science ID 001259343800001
A novel Fourier neural operator framework for classification of multi-sized images: Application to three dimensional digital porous media PHYSICS OF FLUIDS Kashefi, A., Mukerji, T. 2024; 36 (5)

View details for DOI 10.1063/5.0203977

View details for Web of Science ID 001223183100007
Prediction of effective elastic moduli of rocks using Graph Neural Networks COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING Chung, J., Ahmad, R., Sun, W., Cai, W., Mukerji, T. 2024; 421

View details for DOI 10.1016/j.cma.2024.116780

View details for Web of Science ID 001170655800001
Estimation of Reservoir Fracture Properties from Seismic Data Using Markov Chain Monte Carlo Methods MATHEMATICAL GEOSCIENCES Feng, R., Mosegaard, K., Mukerji, T., Grana, D. 2024

View details for DOI 10.1007/s11004-023-10129-y

View details for Web of Science ID 001138465900001
Soil geochemistry of hydrogen and other gases along the San Andreas fault INTERNATIONAL JOURNAL OF HYDROGEN ENERGY Mathur, Y., Awosiji, V., Mukerji, T., Scheirer, A., Peters, K. E. 2024; 50: 411-419

View details for DOI 10.1016/j.ijhydene.2023.09.032

View details for Web of Science ID 001138723200001
Applications of deep neural networks in exploration seismology: A technical survey GEOPHYSICS Mousavi, S., Beroza, G. C., Mukerji, T., Rasht-Behesht, M. 2024; 89 (1): WA95-WA115

View details for DOI 10.1190/GEO2023-0063.1

View details for Web of Science ID 001177905500006
rockphypy: An extensive Python library for rock physics modeling SOFTWAREX Yu, J., Mukerji, T., Avseth, P. 2023; 24

View details for DOI 10.1016/j.softx.2023.101567

View details for Web of Science ID 001102107600001
Stochastic Facies Inversion with Prior Sampling by Conditional Generative Adversarial Networks Based on Training Image MATHEMATICAL GEOSCIENCES Feng, R., Mosegaard, K., Grana, D., Mukerji, T., Hansen, T. 2023

View details for DOI 10.1007/s11004-023-10119-0

View details for Web of Science ID 001105580500001
Bayesian geophysical basin modeling with seismic kinematic metrics to quantify uncertainty for pore pressure prediction GEOPHYSICS Fonseca, J., Pradhan, A., Mukerji, T. 2023; 88 (6): M239-M259

View details for DOI 10.1190/GEO2023-0076.1

View details for Web of Science ID 001164124700022
Stochastic Geomodeling of Karst Morphology by Dynamic Graph Dissolution MATHEMATICAL GEOSCIENCES Kanfar, R., Mukerji, T. 2023

View details for DOI 10.1007/s11004-023-10088-4

View details for Web of Science ID 001057009000001
Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet. Neural networks : the official journal of the International Neural Network Society Kashefi, A., Mukerji, T. 2023; 167: 80-91

Abstract

We predict steady-state Stokes flow of fluids within porous media at pore scales using sparse point observations and a novel class of physics-informed neural networks, called "physics-informed PointNet" (PIPN). Taking the advantages of PIPN into account, three new features become available compared to physics-informed convolutional neural networks for porous medium applications. First, the input of PIPN is exclusively the pore spaces of porous media (rather than both the pore and grain spaces). This feature diminishes required computer memory. Second, PIPN represents the boundary of pore spaces smoothly and realistically (rather than pixel-wise representations). Third, spatial resolution can vary over the physical domain (rather than equally spaced resolutions). This feature enables users to reach an optimal resolution with a minimum computational cost. The performance of our framework is evaluated by the study of the influence of noisy sensor data, pressure observations, and spatial correlation length.

View details for DOI 10.1016/j.neunet.2023.08.006

View details for PubMedID 37625244
GANSim-surrogate: An integrated framework for stochastic conditional geomodelling JOURNAL OF HYDROLOGY Song, S., Zhang, D., Mukerji, T., Wang, N. 2023; 620

View details for DOI 10.1016/j.jhydrol.2023.129493

View details for Web of Science ID 000990444800001
Computation of effective elastic moduli of rocks using hierarchical homogenization JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS Ahmad, R., Liu, M., Ortiz, M., Mukerji, T., Cai, W. 2023; 174

View details for DOI 10.1016/j.jmps.2023.105268

View details for Web of Science ID 000951654900001
Hierarchical Homogenization With Deep-Learning-Based Surrogate Model for Rapid Estimation of Effective Permeability From Digital Rocks JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH Liu, M., Ahmad, R., Cai, W., Mukerji, T. 2023; 128 (2)

View details for DOI 10.1029/2022JB025378

View details for Web of Science ID 000936298000001
Joint Inversion of Geophysical Data for Geologic Carbon Sequestration Monitoring: A Differentiable Physics‐Informed Neural Network Model Journal of Geophysical Research: Solid Earth Liu, M., Vashisth, D., Grana, D., Mukerji, T. 2023; 128 (3)

View details for DOI 10.1029/2022JB025372
Physics-informed PointNet: A deep learning solver for steady-state incompressible flows and thermal fields on multiple sets of irregular geometries JOURNAL OF COMPUTATIONAL PHYSICS Kashefi, A., Mukerji, T. 2022; 468

View details for DOI 10.1016/j.jcp.2022.111510

View details for Web of Science ID 000848273400002
Petrophysical inversion based on f-s-r amplitude-variation-with-offset linearization and canonical correlation analysis GEOPHYSICS Grana, D., Russell, B., Mukerji, T. 2022; 87 (6): M247-M258

View details for DOI 10.1190/GEO2021-0747.1

View details for Web of Science ID 000969875300022
Probabilistic inversion of seismic data for reservoir petrophysical characterization: Review and examples GEOPHYSICS Grana, D., Azevedo, L., De Figueiredo, L., Connolly, P., Mukerji, T. 2022; 87 (5): M199-M216

View details for DOI 10.1190/GEO2021-0776.1

View details for Web of Science ID 000882980700008
Brown and Korringa's expression for the saturated bulk modulus at high frequencies: Modification of Mavko and Jizba's squirt flow model GEOPHYSICS Zhao, L., Chen, T., Mukerji, T., Zhang, M., Xing, T. 2022; 87 (4): MR201-MR208

View details for DOI 10.1190/GEO2021-0496.1

View details for Web of Science ID 000829026000009
Randomized Tensor Decomposition for Large-Scale Data Assimilation Problems for Carbon Dioxide Sequestration MATHEMATICAL GEOSCIENCES Liu, M., Grana, D., Mukerji, T. 2022

View details for DOI 10.1007/s11004-022-10005-1

View details for Web of Science ID 000802314500001
Quantitative evaluation of the roles of ocean chemistry and climate on ooid size across the Phanerozoic: Global versus local controls SEDIMENTOLOGY Koeshidayatullah, A., Trower, E. J., Li, X., Mukerji, T., Lehrmann, D. J., Morsilli, M., Al-Ramadan, K., Payne, J. L. 2022

View details for DOI 10.1111/sed.12998

View details for Web of Science ID 000797610500001
Multiscale Fusion of Digital Rock Images Based on Deep Generative Adversarial Networks GEOPHYSICAL RESEARCH LETTERS Liu, M., Mukerji, T. 2022; 49 (9)

View details for DOI 10.1029/2022GL098342

View details for Web of Science ID 000795770000001
Consistency and prior falsification of training data in seismic deep learning: Application to offshore deltaic reservoir characterization GEOPHYSICS Pradhan, A., Mukerji, T. 2022; 87 (3): N45-N61

View details for DOI 10.1190/geo2021-0568.1

View details for Web of Science ID 000796738700004
Application of Bayesian Generative Adversarial Networks to Geological Facies Modeling MATHEMATICAL GEOSCIENCES Feng, R., Grana, D., Mukerji, T., Mosegaard, K. 2022

View details for DOI 10.1007/s11004-022-09994-w

View details for Web of Science ID 000757921600001
Shape Carving Methods of Geologic Body Interpretation from Seismic Data Based on Deep Learning ENERGIES Petrov, S., Mukerji, T., Zhang, X., Yan, X. 2022; 15 (3)

View details for DOI 10.3390/en15031064

View details for Web of Science ID 000754938300001
Duration and Intensity of End-Permian Marine Anoxia GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS Pimentel-Galvan, M., Lau, K. V., Maher, K., Mukerji, T., Lehrmann, D. J., Altiner, D., Payne, J. L. 2022; 23 (1)

View details for DOI 10.1029/2021GC010130

View details for Web of Science ID 000751308100013
GANSim-3D for Conditional Geomodeling: Theory and Field Application Water Resources Research Song, S., Mukerji, T., Hou, J., Zhang, D., Lyu, X. 2022

View details for DOI 10.1029/2021WR031865
Bridging the Gap Between Geophysics and Geology With Generative Adversarial Networks IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING Song, S., Mukerji, T., Hou, J. 2022; 60

View details for DOI 10.1109/TGRS.2021.3066975

View details for Web of Science ID 000730619400075
Stochastic inversion of gravity, magnetic, tracer, lithology, and fault data for geologically realistic structural models: Patua Geothermal Field case study GEOTHERMICS Pollack, A., Cladouhos, T. T., Swyer, M. W., Siler, D., Mukerji, T., Horne, R. N. 2021; 95

View details for DOI 10.1016/j.geothermics.2021.102129

View details for Web of Science ID 000670251400003
Point-cloud deep learning of porous media for permeability prediction PHYSICS OF FLUIDS Kashefi, A., Mukerji, T. 2021; 33 (9)

View details for DOI 10.1063/5.0063904

View details for Web of Science ID 000717659200008
Fast inversion of gravimetric profiles via a modified version of the Pereyra-Rosen algorithm JOURNAL OF EARTH SYSTEM SCIENCE Fernandez-Muniz, M., Pallero, J. G., Mukerji, T., Fernandez-Martinez, J. L. 2021; 130 (3)

View details for DOI 10.1007/s12040-021-01664-5

View details for Web of Science ID 000693033100002
A Comparative Experiment on Heterogeneous Distributions of Stress Field for Underground Panels With Different Geological Setting in North China IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING Chen, T., Lin, Z., Liu, Z., Mukerji, T. 2021

View details for DOI 10.1109/TGRS.2021.3098054

View details for Web of Science ID 000732872000001
Bulk modulus for fluid-saturated rocks at high frequency: modification of squirt flow model proposed by Mavko & Jizba GEOPHYSICAL JOURNAL INTERNATIONAL Zhao, L., Chen, T., Mukerji, T., Tang, G. 2021; 225 (3): 1714-1724

View details for DOI 10.1093/gji/ggab060

View details for Web of Science ID 000680830400016
Simulation of Fluvial Patterns With GANs Trained on a Data Set of Satellite Imagery WATER RESOURCES RESEARCH Nesvold, E., Mukerji, T. 2021; 57 (5)

View details for DOI 10.1029/2019WR025787

View details for Web of Science ID 000654464300055
Geological Facies modeling based on progressive growing of generative adversarial networks (GANs) COMPUTATIONAL GEOSCIENCES Song, S., Mukerji, T., Hou, J. 2021

View details for DOI 10.1007/s10596-021-10059-w

View details for Web of Science ID 000637662500001
GANSim: Conditional Facies Simulation Using an Improved Progressive Growing of Generative Adversarial Networks (GANs) MATHEMATICAL GEOSCIENCES Song, S., Mukerji, T., Hou, J. 2021

View details for DOI 10.1007/s11004-021-09934-0

View details for Web of Science ID 000634650800001
Analysis of Spatially Distributed Fracture Attributes: Normalized Lacunarity Ratio JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH Roy, A., Perfect, E., Mukerji, T. 2021; 126 (2)

View details for DOI 10.1029/2019JB018350

View details for Web of Science ID 000631921200025
A Graph-Theoretic Monte Carlo Framework for Comparing Delta Surface Dynamics and Subsurface Structure in Numerical Models and Physical Experiments Mathematical Geosciences Miltenberger, A., Mukerji, T., Hariharan, J., Passalacqua, P., Nesvold, E. 2021; 53 (6)

View details for DOI 10.1007/s11004-021-09973-7
Probabilistic Evaluation of Geoscientific Hypotheses with Geophysical Data: Application to Electrical Resistivity Imaging of a Fractured Bedrock Zone Journal of Geophysical Research: Solid Earth Miltenberger, A., Uhlemann, S., Mukerji, T., Dafflon, B., Williams, K., Wang, L., Wainwright, H. 2021; 126

View details for DOI 10.1029/2021JB021767
Bayesian Optimized Monte Carlo Planning Mern, J., Yildiz, A., Sunberg, Z., Mukerji, T., Kochenderfer, M. J., Assoc Advancement Artificial Intelligence ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE. 2021: 11880-11887

View details for Web of Science ID 000681269803063
Improved POMDP Tree Search Planning with Prioritized Action Branching Mern, J., Yildiz, A., Bush, L., Mukerji, T., Kochenderfer, M. J., Assoc Advancement Artificial Intelligence ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE. 2021: 11888-11894

View details for Web of Science ID 000681269803064
Approximate Bayesian inference of seismic velocity and pore-pressure uncertainty with basin modeling, rock physics, and imaging constraints GEOPHYSICS Pradhan, A., Dutta, N. C., Le, H. Q., Biondi, B., Mukerji, T. 2020; 85 (5): ID19–ID34

View details for DOI 10.1190/GEO2019-0767.1

View details for Web of Science ID 000588496500051
Petrophysical properties prediction from prestack seismic data using convolutional neural networks GEOPHYSICS Das, V., Mukerji, T. 2020; 85 (5): N41–N55

View details for DOI 10.1190/GEO2019-0650.1

View details for Web of Science ID 000588496500040
Lithofacies-dependent rock-physics templates of an unconventional shale reservoir on the North Slope, Alaska INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION Minh Tran, Mukerji, T., Scheirer, A. 2020; 8 (3): T611–T623

View details for DOI 10.1190/INT-2019-0156.1

View details for Web of Science ID 000566709400015
Seismic Bayesian evidential learning: estimation and uncertainty quantification of sub-resolution reservoir properties COMPUTATIONAL GEOSCIENCES Pradhan, A., Mukerji, T. 2020; 24 (3): 1121–40

View details for DOI 10.1007/s10596-019-09929-1

View details for Web of Science ID 000541251300008
Introduction to special section: Rock properties from AVA/AVO analysis INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION Zhang, Z., Bao, C., Cardona, R., Castagna, J., Dygert, T., Mukerji, T., Gelinsky, S., Russell, B., Sun, Y., Zhang, S. 2020; 8 (1)

View details for DOI 10.1190/INT-2019-1212-SPSEINTRO.1

View details for Web of Science ID 000514198900005
A spatial-statistical investigation of surface expressions associated with cyclic steaming in the Midway-Sunset Oil Field, California GEOMECHANICS AND GEOPHYSICS FOR GEO-ENERGY AND GEO-RESOURCES Pollack, A., Mukerji, T., Fu, P., Nelson, D., Bartling, B., Toland, M., Lopez, A., Guice, R. 2020; 6 (1)

View details for DOI 10.1007/s40948-020-00142-4

View details for Web of Science ID 000521274400002
Accounting for subsurface uncertainty in enhanced geothermal systems to make more robust techno-economic decisions APPLIED ENERGY Pollack, A., Mukerji, T. 2019; 254

View details for DOI 10.1016/j.apenergy.2019.113666

View details for Web of Science ID 000497974600064
Compact models for adaptive sampling in marine robotics INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH Fossum, T., Ryan, J., Mukerji, T., Eidsvik, J., Maughan, T., Ludvigsen, M., Rajan, K. 2019

View details for DOI 10.1177/0278364919884141

View details for Web of Science ID 000497637100001
Convolutional neural network for seismic impedance inversion GEOPHYSICS Das, V., Pollack, A., Wollner, U., Mukerji, T. 2019; 84 (6): R869–R880

View details for DOI 10.1190/GEO2018-0838.1

View details for Web of Science ID 000501594400047
Value of information analysis for subsurface energy resources applications APPLIED ENERGY Dutta, G., Mukerji, T., Eidsvik, J. 2019; 252

View details for DOI 10.1016/j.apenergy.2019.113436

View details for Web of Science ID 000497968000035
Value of information of time-lapse seismic data by simulation-regression: comparison with double-loop Monte Carlo COMPUTATIONAL GEOSCIENCES Dutta, G., Mukerji, T., Eidsvik, J. 2019; 23 (5): 1049–64

View details for DOI 10.1007/s10596-019-09864-1

View details for Web of Science ID 000500991300011
Static and dynamic effective moduli of elastic-perfectly plastic granular aggregates under normal compression GEOPHYSICS Kerimov, A., Mavko, G., Mukerji, T., Dvorkin, J. 2019; 84 (5): MR185–MR194

View details for DOI 10.1190/GEO2018-0509.1

View details for Web of Science ID 000490236900024
Prestack and poststack inversion using a physics-guided convolutional neural network INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION Biswas, R., Sen, M. K., Das, V., Mukerji, T. 2019; 7 (3): SE161–SE174

View details for DOI 10.1190/INT-2018-0236.1

View details for Web of Science ID 000493995500035
Numerical simulation of coupled fluid-solid interaction at the pore scale: A digital rock-physics technology GEOPHYSICS Das, V., Mukerji, T., Mavko, G. 2019; 84 (4): WA71–WA81

View details for DOI 10.1190/GEO2018-0488.1

View details for Web of Science ID 000480678900048
Particula: A simulator tool for computational rock physics of granular media GEOPHYSICS Al Ibrahim, M. A., Kerimov, A., Mukerji, T., Mavko, G. 2019; 84 (3): F85–F95

View details for DOI 10.1190/GEO2018-0481.1

View details for Web of Science ID 000468946700063
Scale effects of velocity dispersion and attenuation (Q(-1)) in layered viscoelastic medium GEOPHYSICS Das, V., Mukerji, T., Mavko, G. 2019; 84 (3): T147–T166

View details for DOI 10.1190/GEO2018-0154.1

View details for Web of Science ID 000468946700022
Correlating geologic and seismic data with unconventional resource production curves using machine learning GEOPHYSICS Smith, R., Mukerji, T., Lupo, T. 2019; 84 (2): O39–O47

View details for DOI 10.1190/GEO2018-0202.1

View details for Web of Science ID 000462613600036
What Earth Properties and Engineering Decisions Most Influence the Productivity of an Enhanced Geothermal System? Pollack, A., Mukerji, T., Yan, J., Yang, H. X., Li, H., Chen ELSEVIER SCIENCE BV. 2019: 6024–29

View details for DOI 10.1016/j.egypro.2019.01.516

View details for Web of Science ID 000471031706060
The Influence of Convex Particles' Irregular Shape and Varying Size on Porosity, Permeability, and Elastic Bulk Modulus of Granular Porous Media: Insights From Numerical Simulations JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH Kerimov, A., Mavko, G., Mukerji, T., Dvorkin, J., Al Ibrahim, M. A. 2018; 123 (12): 10563–82

View details for DOI 10.1029/2018JB016031

View details for Web of Science ID 000455996900013
Integrating statistical rock physics and pressure and thermal history modeling to map reservoir lithofacies in the deepwater Gulf of Mexico GEOPHYSICS Alkawai, W. H., Mukerji, T., Scheirer, A., Graham, S. A. 2018; 83 (4): IM15–IM28

View details for DOI 10.1190/GEO2017-0427.1

View details for Web of Science ID 000443597500028
Combining seismic reservoir characterization workflows with basin modeling in the deepwater Gulf of Mexico Mississippi Canyon area AlKawai, W. H., Mukerji, T., Scheirer, A., Graham, S. A. AMER ASSOC PETROLEUM GEOLOGIST. 2018: 629–52

View details for DOI 10.1306/0504171620517153

View details for Web of Science ID 000430929500006
Mechanical trapping of particles in granular media PHYSICAL REVIEW E Kerimov, A., Mavko, G., Mukerji, T., Al Ibrahim, M. A. 2018; 97 (2): 022907

Abstract

Mechanical trapping of fine particles in the pores of granular materials is an essential mechanism in a wide variety of natural and industrial filtration processes. The progress of invading particles is primarily limited by the network of pore throats and connected pathways encountered by the particles during their motion through the porous medium. Trapping of invading particles is limited to a depth defined by the size, shape, and distribution of the invading particles with respect to the size, shape, and distribution of the host porous matrix. Therefore, the trapping process, in principle, can be used to obtain information about geometrical properties, such as pore throat and particle size, of the underlying host matrix. A numerical framework is developed to simulate the mechanical trapping of fine particles in porous granular media with prescribed host particle size, shape, and distribution. The trapping of invading particles is systematically modeled in host packings with different host particle distributions: monodisperse, bidisperse, and polydisperse distributions of host particle sizes. Our simulation results show quantitatively and qualitatively to what extent trapping behavior is different in the generated monodisperse, bidisperse, and polydisperse packings of spherical particles. Depending on host particle size and distribution, the information about extreme estimates of minimal pore throat sizes of the connected pathways in the underlying host matrix can be inferred from trapping features, such as the fraction of trapped particles as a function of invading particle size. The presence of connected pathways with minimum and maximum of minimal pore throat diameters can be directly obtained from trapping features. This limited information about the extreme estimates of pore throat sizes of the connected pathways in the host granular media inferred from our numerical simulations is consistent with simple geometrical estimates of extreme value of pore and throat sizes of the densest structural arrangements of spherical particles and geometrical Delaunay tessellation analysis of the pore space of host granular media. Our results suggest simple relations between the host particle size and trapping features. These relationships can be potentially used to describe both the dynamics of the mechanical trapping process and the geometrical properties of the host granular media.

View details for PubMedID 29548139
Integrating basin modeling with seismic technology and rock physics GEOPHYSICAL PROSPECTING Al Kawai, W., Mukerji, T. 2016; 64 (6): 1556-1574

View details for DOI 10.1111/1365-2478.12343

View details for Web of Science ID 000386158100011
On microscale heterogeneity in granular media and its impact on elastic property estimation GEOPHYSICS Sain, R., Mukerji, T., Mavko, G. 2016; 81 (6): D561-D571

View details for DOI 10.1190/GEO2016-0152.1

View details for Web of Science ID 000392926400065
The influence of resolution on scale-dependent clustering in fracture spacing data INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION Roy, A., Aydin, A., Mukerji, T. 2016; 4 (3): T387-T394

View details for DOI 10.1190/INT-2015-0179.1

View details for Web of Science ID 000388828000019
Regularized sparse-grid geometric sampling for uncertainty analysis in non-linear inverse problems GEOPHYSICAL PROSPECTING Azevedo, L., Tompkins, M. J., Mukerji, T. 2016; 64 (2): 320-334

View details for DOI 10.1111/1365-2478.12286

View details for Web of Science ID 000374348100005
Geological realism in hydrogeological and geophysical inverse modeling: A review ADVANCES IN WATER RESOURCES Linde, N., Renard, P., Mukerji, T., Caers, J. 2015; 86: 86-101

View details for DOI 10.1016/j.advwatres.2015.09.019

View details for Web of Science ID 000365623000007
Probabilistic falsification of prior geologic uncertainty with seismic amplitude data: Application to a turbidite reservoir case GEOPHYSICS Scheidt, C., Jeong, C., Mukerji, T., Caers, J. 2015; 80 (5): M89-M100

View details for DOI 10.1190/GEO2015-0084.1

View details for Web of Science ID 000361665500021
In situ identification of high vertical stress areas in an underground coal mine panel using seismic refraction tomography INTERNATIONAL JOURNAL OF COAL GEOLOGY Chen, T., Wang, X., Mukerji, T. 2015; 149: 55-66

View details for DOI 10.1016/j.coal.2015.07.007

View details for Web of Science ID 000361582900005
Fluid substitution in multimineralic rocks with large mineral stiffness contrast GEOPHYSICS Saxena, N., Mavko, G., Mukerji, T. 2015; 80 (3): L11-L33

View details for DOI 10.1190/GEO2014-0309.1

View details for Web of Science ID 000356364300028
Bayesian inversion of time-lapse seismic data for the estimation of static reservoir properties and dynamic property changes GEOPHYSICAL PROSPECTING Grana, D., Mukerji, T. 2015; 63 (3): 637-655

View details for DOI 10.1111/1365-2478.12203

View details for Web of Science ID 000353645000009
Comparative analysis of the solution of linear continuous inverse problems using different basis expansions JOURNAL OF APPLIED GEOPHYSICS Fernandez-Muniz, Z., Fernandez-Martinez, J. L., Srinivasan, S., Mukerji, T. 2015; 113: 92-102

View details for DOI 10.1016/j.jappgeo.2014.12.010

View details for Web of Science ID 000349510000009
Permeability characterization of natural compaction bands using core flooding experiments and three-dimensional image-based analysis: Comparing and contrasting the results from two different methods AAPG BULLETIN Deng, S., Zuo, L., Aydin, A., Dvorkin, J., Mukerji, T. 2015; 99 (1): 27-49

View details for DOI 10.1306/07071413211

View details for Web of Science ID 000348247800002
Value of information analysis and Bayesian inversion for closed skew-normal distributions: Applications to seismic amplitude variation with offset data GEOPHYSICS Rezaie, J., Eidsvik, J., Mukerji, T. 2014; 79 (4): R151-R163

View details for DOI 10.1190/GEO2013-0048.1

View details for Web of Science ID 000341985500026
How computational rock-physics tools can be used to simulate geologic processes, understand pore-scale heterogeneity, and refine theoretical models The Leading Edge Sain, R., Mukerji, T., Mavko, G. 2014; 33: 324-334
Sensitivity study of rock-physics parameters for modeling time-lapse seismic response of Norne field GEOPHYSICS Suman, A., Mukerji, T. 2013; 78 (6): D511-D523

View details for DOI 10.1190/GEO2013-0045.1

View details for Web of Science ID 000330223800015
Building Bayesian networks from basin-modelling scenarios for improved geological decision making PETROLEUM GEOSCIENCE Martinelli, G., Eidsvik, J., Sinding-Larsen, R., Rekstad, S., Mukerji, T. 2013; 19 (3): 289-304

View details for DOI 10.1144/petgeo2012-057

View details for Web of Science ID 000322450000006
Change in effective bulk modulus upon fluid or solid substitution GEOPHYSICS Saxena, N., Mavko, G., Mukerji, T. 2013; 78 (4): L45-L56

View details for DOI 10.1190/GEO2012-0065.1

View details for Web of Science ID 000322716500031
A methodology for quantifying the value of spatial information for dynamic Earth problems STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT Trainor-Guitton, W. J., Mukerji, T., Knight, R. 2013; 27 (4): 969-983

View details for DOI 10.1007/s00477-012-0619-4

View details for Web of Science ID 000317749400015
Estimating Brown-Korringa constants for fluid substitution in multimineralic rocks GEOPHYSICS Mavko, G., Mukerji, T. 2013; 78 (3): L27-L35

View details for DOI 10.1190/GEO2012-0056.1

View details for Web of Science ID 000321001000026
Digital rock physics benchmarks-Part I: Imaging and segmentation COMPUTERS & GEOSCIENCES Andrae, H., Combaret, N., Dvorkin, J., Glatt, E., Han, J., Kabel, M., Keehm, Y., Krzikalla, F., Lee, M., Madonna, C., Marsh, M., Mukerji, T., Saenger, E. H., Sain, R., Saxena, N., Ricker, S., Wiegmann, A., Zhan, X. 2013; 50: 25-32

View details for DOI 10.1016/j.cageo.2012.09.005

View details for Web of Science ID 000313611100004
Joint estimation of rock properties and dynamic property changes from time-lapse seismic data SEG Grana, D., Mukerji, T. SEG Exp. Abstr.. 2013
Sensitivity analysis and cascaded interpretation scheme for subtle seismic signatures in thin shaly-sand reservoirs SEG Dejtrakulwong, P., Mavko, G., Mukerji, T. SEG Exp. Abstr.. 2013
Statistical integration of time-lapse seismic and electromagnetic data with a PDF upscaling method using multi-point geostatistics SEG Lee, J., Mukerji, T., Tompkins, M. SEG Exp. Abstr.. 2013
Evaluating stress concentration zones in a coal mine by refraction tomography: An in situ example from East China SEG Ann. Mtg. Chen, T., Wang, X., Mukerji, T. SEG Exp. Abstr. 2013
Digital rock physics benchmarks-part II: Computing effective properties COMPUTERS & GEOSCIENCES Andrae, H., Combaret, N., Dvorkin, J., Glatt, E., Han, J., Kabel, M., Keehm, Y., Krzikalla, F., Lee, M., Madonna, C., Marsh, M., Mukerji, T., Saenger, E. H., Sain, R., Saxena, N., Ricker, S., Wiegmann, A., Zhan, X. 2013; 50: 33-43

View details for DOI 10.1016/j.cageo.2012.09.008

View details for Web of Science ID 000313611100005
How to design a powerful family of particle swarm optimizers for inverse modelling TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL Fernandez Martinez, J. L., Garcia Gonzalo, E., Fernandez Muniz, Z., Mukerji, T. 2012; 34 (6): 705-719

View details for DOI 10.1177/0142331211402900

View details for Web of Science ID 000306556100005
Stochastic inversion of facies from seismic data based on sequential simulations and probability perturbation method GEOPHYSICS Grana, D., Mukerji, T., Dvorkin, J., Mavko, G. 2012; 77 (4): M53-M72

View details for DOI 10.1190/GEO2011-0417.1

View details for Web of Science ID 000307799800029
Multiphysics borehole geophysical measurements, formation evaluation, petrophysics, and rock physics - Introduction GEOPHYSICS Torres-Verdin, C., Revil, A., Oristaglio, M., Mukerji, T. 2012; 77 (3): WA1-WA2

View details for DOI 10.1190/GEO-2012-0409-SPSEIN.1

View details for Web of Science ID 000304584400043
Quantitative log interpretation and uncertainty propagation of petrophysical properties and facies classification from rock-physics modeling and formation evaluation analysis GEOPHYSICS Grana, D., Pirrone, M., Mukerji, T. 2012; 77 (3): WA45-WA63

View details for DOI 10.1190/GEO2011-0272.1

View details for Web of Science ID 000304584400047
Reservoir characterization and inversion uncertainty via a family of particle swarm optimizers GEOPHYSICS Fernandez Martinez, J. L., Mukerji, T., Garcia Gonzalo, E., Suman, A. 2012; 77 (1): M1-M16

View details for DOI 10.1190/GEO2011-0041.1

View details for Web of Science ID 000300767000015
Adaptive Spatial Resampling Applied to Seismic Inverse Modeling Ninth International Geostatistics Congress Jeong, C., Mukerji, T., Mariethoz, G. 2012
Linking geostatistics with basin and petroleum system modeling: Assessment of spatial uncertainties Ninth International Geostatistics Congress Jia, B., Mukerji, T., Scheirer, A. H. 2012
Building Bayesian networks from basin modeling scenarios for decision making under geologic uncertainty Ninth International Geostatistics Congress Martinelli, G., Tviberg, S., Eidsvik, J., Sinding-Larsen, R., Mukerji, T. 2012
Sequential Simulations of Mixed Discrete-Continuous Properties: Sequential Gaussian Mixture Simulation Geostatistics Oslo 2012 Grana, D., Mukerji, T., Dovera, L., Della Rossa, E. edited by Abrahamsen, et al., P. Springer Science, Dordrecht. 2012
Sensitivity analysis for joint inversion of production and time-lapse seismic data of Norne field SPE Western regional meeting Suman, A., Mukerji, T. 2012
A methodology for quantifying the value of spatial information for dynamic Earth problems Stochastic Environmental Research and Risk Assessment Trainor-Guitton, W., Mukerji, T., Knight, R. 2012; 10: 619-4

View details for DOI s00477-012-0
Using kernel principal component analysis to interpret seismic signatures of thin shaly-sand reservoirs SEG Ann. Mtg. Dejtrakulwong, P., Mukerji, T., Mavko, G. SEG Exp. Abstr.. 2012
Sensitivity Study of Rock Physics Parameters for Modeling Time-Lapse Seismic Signature of Norne Field SEG Annual Meeting Suman, A., Mukerji, T. SEG Exp. Abstr.. 2012
Exact and Approximate Solid Substitution Transforms SEG Annual Meeting Saxena, N., Mavko, G., Mukerji, T. SEG Exp. Abstr.. 2012
Adaptive spatial resampling as a Markov chain Monte Carlo method for stochastic seismic reservoir characterization. SEG Annual Meeting Jeong, C., Mukerji, T., Mariethoz, G. SEG Exp. Abstr.. 2012
Sequential Bayesian Gaussian mixture linear inversion of seismic data for elastic and reservoir properties estimation SEG Annual Meeting Grana, D., Mukerji, T. SEG Exp. Abstr.. 2012
V-p-V-s relationship and amplitude variation with offset modelling of glauconitic greensand GEOPHYSICAL PROSPECTING Hossain, Z., Mukerji, T., Fabricius, I. L. 2012; 60 (1): 117-137

View details for DOI 10.1111/j.1365-2478.2011.00968.x

View details for Web of Science ID 000298018100008
Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques MATHEMATICAL AND COMPUTER MODELLING Fernandez-Martinez, J. L., Mukerji, T., Garcia-Gonzalo, E., Fernandez-Muniz, Z. 2011; 54 (11-12): 2889-2899

View details for DOI 10.1016/j.mcm.2011.07.009

View details for Web of Science ID 000295716700033
Rock physics model of glauconitic greensand from the North Sea GEOPHYSICS Hossain, Z., Mukerji, T., Dvorkin, J., Fabricius, I. L. 2011; 76 (6): E199-E209

View details for DOI 10.1190/GEO2010-0366.1

View details for Web of Science ID 000299538100007
A Methodology for Establishing a Data Reliability Measure for Value of Spatial Information Problems MATHEMATICAL GEOSCIENCES Trainor-Guitton, W. J., Caers, J. K., Mukerji, T. 2011; 43 (8): 929-949

View details for DOI 10.1007/s11004-011-9367-0

View details for Web of Science ID 000296796500003
Scalable uncertainty estimation for nonlinear inverse problems using parameter reduction, constraint mapping, and geometric sampling: Marine controlled-source electromagnetic examples GEOPHYSICS Tompkins, M. J., Fernandez Martinez, J. L., Alumbaugh, D. L., Mukerji, T. 2011; 76 (4): F263-F281

View details for DOI 10.1190/1.3581355

View details for Web of Science ID 000292156200011
Derivative-free optimization for oil field operations Computational Optimization and Applications in Engineering and Industry Echeverría Ciaurri, D., Mukerji, T., Durlofsky, L. J. edited by Yang, X., Koziel, S. Springer-Verlag. 2011
Joint inversion of time‐lapse seismic and production data for Norne field SEG Technical Program Suman, , A., Fernández‐Martínez, J. L., Mukerji, T. 2011

View details for DOI 10.1190/1.3628063
Influence of pore fluid and frequency on elastic properties of greensand as interpreted using NMR data SEG Technical Program Hossain, Z., Mukerji, T., Fabricius, I. L. 2011

View details for DOI 10.1190/1.3627640
Iterative spatial resampling applied to seismic inverse modeling for lithofacies prediction SEG Technical Program Jeong, C., Mukerji, T., Marithoz, G. 2011

View details for DOI 10.1190/1.3627547
Role of micro‐heterogeneities on fabric, stress, and elastic anisotropy in granular media SEG Technical Program Sain, R., Mukerji, T., Mavko, G. 2011

View details for DOI 10.1190/1.3627645
Single loop inversion of facies from seismic data using sequential simulations and probability perturbation method SEG Technical Program Grana, D., Mukerji, T., Dvorkin, J. 2011

View details for DOI 10.1190/1.3627548
Vp-Vs relationship and amplitude variation with offset modeling of glauconite greensand Geophysical Prospecting Hossain, Z., Mukerji, T., Fabricius, I. L. 2011; 60 (4): 592-613
A derivative-free approach for the estimation of porosity and permeability using time-lapse seismic and production data JOURNAL OF GEOPHYSICS AND ENGINEERING Dadashpour, M., Ciaurri, D. E., Mukerji, T., Kleppe, J., Landro, M. 2010; 7 (4): 351-368

View details for DOI 10.1088/1742-2132/7/4/002

View details for Web of Science ID 000283791300002
Rock-physics diagnostics of depositional texture, diagenetic alterations, and reservoir heterogeneity in high-porosity siliciclastic sediments and rocks - A review of selected models and suggested work flows GEOPHYSICS Avseth, P., Mukerji, T., Mavko, G., Dvorkin, J. 2010; 75 (5): A31-A47

View details for DOI 10.1190/1.3483770

View details for Web of Science ID 000284254400003
Seismic inversion for reservoir properties combining statistical rock physics and geostatistics: A review GEOPHYSICS Bosch, M., Mukerji, T., Gonzalez, E. F. 2010; 75 (5): A165-A176

View details for DOI 10.1190/1.3478209

View details for Web of Science ID 000284254400012
Improved granular medium model for unconsolidated sands using coordination number, porosity, and pressure relations GEOPHYSICS Dutta, T., Mavko, G., Mukerji, T. 2010; 75 (2): E91-E99

View details for DOI 10.1190/1.3333539

View details for Web of Science ID 000276868100009
The Value of Information in Spatial Decision Making MATHEMATICAL GEOSCIENCES Bhattacharjya, D., Eidsvik, J., Mukerji, T. 2010; 42 (2): 141-163

View details for DOI 10.1007/s11004-009-9256-y

View details for Web of Science ID 000273980100001
Posterior sampling using particle swarm optimizers and model reduction techniques Internat. Journal of Applied Evolutionary Computing Fernandez-Martinez, ., Garcia Gonzalo, E., Fernandez-Muniz, Z., Mariethoz, G., Mukerji, T. 2010; 1: 27-48
Reservoir characterization and inversion uncertainty via a family of Particle Swarm Optimizers SEG Exp. Abstr. Fernandez-Martinez, J. L., Mukerji, T., Garcia-Gonzalo, E., Suman, A. 2010; 29 (2334-2339)
Rock physics model of glauconitic greensand from the North Sea SEG Exp. Abstr Hossain, Z., Mukerji, T., Dvorkin, J., Fabricius, I. L. 2010; 29 (2416-2420)
Predicting sorting and sand/shale ratio from seismic attributes by integrating sequence- stratigraphy and rock physics SEG Expanded Abstracts Dutta, T., Mukerji, T., Mavko, G. 2010; 29: 2506-2511
Scalable Nonlinear Inverse Uncertainty Estimation Using Model Reduction, Constraint Mapping, and Sparse Geometric Sampling SEG Expanded Abstracts Tompkins, M. J., Fernandez-Martinez, J. L., Mukerji, T., Alumbaugh, D. L. 2010; 29: 3882-3887
Role of contact heterogeneities on macroscopic elastic properties of granular media SEG Expanded Abstracts Sain, R., Mavko, G., Mukerji, T. 2010; 29: 2426-2430
Particle Swarm Optimization in High Dimensional Spaces 7th International Conference on Swarm Intelligence Fernandez-Martinez, J. L., Mukerji, T., Garcia-Gonzalo, E. SPRINGER-VERLAG BERLIN. 2010: 496–503

View details for Web of Science ID 000285802500049
Inverse Problems and Model Reduction Techniques 5th International Conference on Soft Methods in Probability and Statistics Luis Fernandez-Martinez, J., Tompkins, M., Fernandez-Muniz, Z., Mukerji, T. SPRINGER-VERLAG BERLIN. 2010: 255–262

View details for Web of Science ID 000289216000032
Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces 5th International Conference on Soft Methods in Probability and Statistics Luis Fernandez-Martinez, J., Tompkins, M., Mukerji, T., Alumbaugh, D. SPRINGER-VERLAG BERLIN. 2010: 247–254

View details for Web of Science ID 000289216000031
Compaction trends for shale and clean sandstone in shallow sediments, Gulf of Mexico The Leading Edge Dutta, T., Mavko, G., Mukerji, T., Lane, T. 2009; 28: 590
Seismic inversion using low-frequency seismic impedance trend computed from CSEM data SEG Expanded Abstracts Gomez, C. T., Mukerji, T., Mavko, G. 2009; 28: 2412-2416
Robust scheme for inversion of seismic and production data for reservoir facies modeling SEG Expanded Abstracts Echeverria, D., Mukerji, T., Santos, E. T. F. 2009; 28: 2432-2436
Effect of diagenesis on elastic and transport properties using computational rock physics in realistic pore microstructure SEG Expanded Abstracts Sain, R., Mavko, G., Mukerji, T. 2009; 28: 2105-2109
Uncertainties in rock pore compressibility and effects on time lapse seismic modeling -- An application to Nome field SEG Expanded Abstracts Suman, A., Mukerji, T. 2009; 28: 3909-3913
Investigating Thomas-Stieber model for property estimation of thin-bedded shaly-sand reservoirs SEG Expanded Abstracts Dejtrakulwong, P., Mukerji, T., Mavko, G. 2009; 28: 1965-1969
Acoustic signatures, impedance microstructure, textural scales, and anisotropy of kerogen-rich shale SPE Ann. Tech. Conf. Prasad, M., Mukerji, T., Reinstaedtler, M., Arnold, W. 2009
Cross-property rock physics relations for estimating low-frequency seismic impedance trends from electromagnetic resistivity data The Leading Edge Mukerji, T., Mavko, G., Gomez, C. 2009; 28: 94
Revisiting the use of seismic attributes as soft data for subseismic facies prediction: Proportions versus probabilities The Leading Edge Stright, L., Bernhardt, A., Boucher, A., Mukerji, T., Derksen, R. 2009; 28
Estimating low frequency spatial trends for reservoir characterization using multiscale data and models Geohorizons Mukerji, T., Gomez, C., Jia, B. 2009
Statistical modeling of seismic reflectivities comparing Lévy stable and Gaussian mixture distributions SEG Expanded Abstracts Mukerji, T., Routh, P., Ball, V. 2009; 28: 2085-2089
The Rock Physics Handbook, 2nd Ed. Mavko, G., Mukerji, T., Dvorkin, J. Cambridge University Press. 2009
A Robust Scheme for Spatio-Temporal Inverse Modeling of Oil Reservoirs IMACS World Congress/Modelling and Simulation Society-of-Australia-and-New-Zealand (MSSANZ)/18th MODSIM09 Biennial Conference on Modelling and Simulation Echeverria, D., Mukerji, T. MODELLING & SIMULATION SOC AUSTRALIA & NEW ZEALAND INC. 2009: 4206–4212

View details for Web of Science ID 000290045004041
Value of information of seismic amplitude and CSEM resistivity GEOPHYSICS Eidsvik, J., Bhattacharjya, D., Mukerji, T. 2008; 73 (4): R59-R69

View details for DOI 10.1190/1.2938084

View details for Web of Science ID 000257859000023
Seismic inversion combining rock physics and multiple-point geostatistics GEOPHYSICS Gonzalez, E. F., Mukerji, T., Mavko, G. 2008; 73 (1): R11-R21

View details for DOI 10.1190/1.2803748

View details for Web of Science ID 000253749000021
Spectral Seismic signatures and uncertainties in petrophysical property estimation of thin sand-shale reservoirs 8th International Geostatistical Congress Dejtrakulwong, P., Mukerji, T., Mavko, G. 2008
Optimal updating of reservoir facies models by integrating seismic and production data 8th International Geostatistical Congress Echeverria, D., Santos, E. F., Mukerji, T. 2008
Elastic anisotropy, maturity, and maceral microstructure in organic-rich shales SEG Expanded Abstracts Vanorio, T., Mukerji, T., Mavko, G. 2008; 27: 1635
Granular dynamics simulation for estimating elastic properties of loose unconsolidated frictional packs SEG Expanded Abstracts Sain, R., Mukerji, T., Mavko, G. 2008; 27: 1825
Geostatistical travel-time tomography conditioned to well data SEG Expanded Abstracts Liu, Y., Journel, A., Mukerji, T. 2008; 27: 3539
Emerging methodologies to characterize the rock physics properties of organic-rich shales The Leading Edge Vanorio, T., Mukerji, T., Mavko, G. 2008; 27: 780
How does carbonate cementation in sandstones affect seismic response? SEG Expanded Abstracts Dutta, T., Mukerji, T., Mavko, G. 2008; 27: 1675
Estimating low frequency seismic impedance from CSEM resistivity using cross-property rock physics relations SEG Expanded Abstracts Mukerji, T., Mavko, G., Gomez, C. 2008; 27: 1769
Analyzing thresholds for 3D reconstruction of rock from CT-scan images SEG Expanded Abstracts Richa, R., Mukerji, T., Mavko, G. 2008; 27: 1820
The flaw of averages and the pitfalls of ignoring variablity in attribute interpretations The Leading Edge Mukerji, T., Mavko, G. 2008; 27
Non Uniqueness and Uncertainties in the Training Image to Seismic Image Transform 8th International Geostatistical Congress Leiva, A., Mukerji, T. 2008
Probabilistic seismic inversion based on rock-physics models GEOPHYSICS Spikes, K., Mukerji, T., Dvorkin, J., Mavko, G. 2007; 72 (5): R87-R97

View details for DOI 10.1190/1.2760162

View details for Web of Science ID 000249683600028
Elastic behaviour of North Sea chalk: A well-log study GEOPHYSICAL PROSPECTING Gommesen, L., Fabricius, I. L., Mukerji, T., Mavko, G., Pedersen, J. M. 2007; 55 (3): 307-322

View details for Web of Science ID 000245693000002
Constraints on velocity-depth trends from rock physics models GEOPHYSICAL PROSPECTING Japsen, P., Mukerji, T., Mavko, G. 2007; 55 (2): 135-154

View details for Web of Science ID 000244112200001
Image processing of acoustic microscopy data to estimate textural scales and anistropy in shales 28th International Symposium on Acoustical Imaging Mukerji, T., Prasad, M. SPRINGER. 2007: 21–29

View details for Web of Science ID 000245738100003
Rock physics modeling constrained by sequence stratigraphy The Leading Edge Dutta, T., Mukerji, T., Mavko, G. 2007; 26: 870-874
Estimating the value of information in spatial decision making for reservoir development Society of Exploration Geophysicists Abstracts Eidsvik, J., Bhattacharjya, D., Mukerji, T. 2007; 26: 1367-1371
Stochastic rock-physics inversion for thickness, lithology, porosity, and saturation Society of Exploration Geophysicists Abstracts Spikes, K., Mukerji, T., Dvorkin, J. 2007; 26: 1659-1663
Quantifying spatial trend of sediment parameters in channelized turbidite, West Africa Society of Exploration Geophysicists Abstracts Dutta, T., Mukerji, T., Mavko, G. 2007; 26: 1674-1678
Evolution of elastic properties and fabric tensor in a deposition model using granular dynamics simulation Society of Exploration Geophysicists Abstracts Sain, R., Mukerji, T., Mavko, G., Keehm, Y. 2007; 26: 1669-1673
Integrating statistical rock physics and sedimentology for quantitative seismic interpretation Subsurface Hydrology: Data Integration for Properties and Processes Avseth, P., Mukerji, T., Mavko, G. edited by Hyndman, D. W., Day-Lewis, F. D., Singha, K. AGU. 2007
Computational estimation of compaction band permeability in sandstone GEOSCIENCES JOURNAL Keehm, Y., Sternlof, K., Mukerji, T. 2006; 10 (4): 499-505

View details for Web of Science ID 000243197300011
Establishing spatial pattern correlations between water saturation time-lapse and seismic amplitude time-lapse 56th Annual Technical Meeting of the Canadian International Petroleum Conference Wu, J., Journel, A. G., Mukerji, T. CANADIAN INST MINING METALLURGY PETROLEUM. 2006: 15–20

View details for Web of Science ID 000242651500005
Third Order Elastic Coefficients of Rocks AGU Fall Meeting Bandyopadhyay, K., Mukerji, T., Mavko, G. 2006
Image analysis and pattern recognition for porosity estimation from thin sections Society of Exploration Geophysicists, Expanded Abstracts Richa, R., Mukerji, T., Mavko, G., Keehm, Y. 2006; 25: 1968-1972
Reconstruction of 3D Pore Geometry From X-ray Microtomogram and Its Impact on Physical Property Simulations AGU Fall Meeting Keehm, Y., Lee, M., Mukerji, T. 2006
Attenuation and velocity dispersion modeling of bitumen saturated sand Society of Exploration Geophysicists Abstracts Wolf, K., Mukerji, T., Mavko, G. 2006; 25: 1993-1997
Monte Carlo AVO analysis for lithofacies classification Society of Exploration Geophysicists Abstracts Mukerji, T., Singleton, S., Schneider, M., Ascanio, M., Uden, R. 2006; 25: 1781-1785
Geostatistical cosimulation and downscaling conditioned to block data: Application to integrating VSP, travel-time tomography, and well data Society of Exploration Geophysicists Abstracts Liu, Y., Journel, A. G., Mukerji, T. 2006; 25: 3320-3324
Flow properties of compaction bands in sandstone: Permeability estimation using computational rock physics method Society of Exploration Geophysicists Abstracts Keehm., Y., Sternlof, K., Mukerji, T. 2006; 25: 1851-1855
Rock physics and multiple-point geostatistics for seismic inversion Society of Exploration Geophysicists Abstracts Gonzalez, E., Mavko, G., Mukerji, T. 2006; 25: 2047-2051
Reservoir quality prediction by integrating sequence stratigraphy and rock physics Society of Exploration Geophysicists Abstracts Dutta, T., Mukerji, T., Mavko, G., Avseth, P. 2006; 25: 1811-1815
Optimal frequency of time-lapse seismic monitoring in geologic CO2 sequestration Society of Exploration Geophysicists Abstracts Bhattacharjya, D., Mukerji, T., Weyant, J. 2006; 25: 3230-3234
Using influence diagrams to analyze decisions in 4D seismic reservoir monitoring The Leading Edge Bhattacharjya, D., Mukerji, T. 2006; 25: 1236-1239
Point-charge calculation of quadrupolar parameters for bridging oxygen sites in vitreous silica: Structural implications PHYSICAL REVIEW B Sen, S., Russell, C. A., Mukerji, T. 2005; 72 (17)

View details for DOI 10.1103/PhysRevB.72.174205

View details for Web of Science ID 000233603500056
Potential energy landscape of Li+ ions in lithium silicate glasses: Implications on ionic transport JOURNAL OF NON-CRYSTALLINE SOLIDS Sen, S., Mukerji, T. 2005; 351 (40-42): 3361-3364

View details for DOI 10.1016/j.jnoncrysol.2005.08.025

View details for Web of Science ID 000232667700026
Prediction of spatial patterns of saturation time-lapse from time-lapse seismic 7th International Geostatistics Congress Wu, J. B., Mukerji, T., Journel, A. G. SPRINGER. 2005: 671–680

View details for Web of Science ID 000234961400068
Image Analysis And Pattern Recognition For Porosity Estimation From Thin Sections AGU fall meeting Richa, R., Mukerji, T., Keehm, Y., Mavko, G. 2005
Automatic detection of data inconsistencies for AVA analysis: Bootstrap and LMS regression 75th Ann. Internat. Mtg.: Soc. of Expl. Geophys. Gonzalez, E. F., , E. F., Mukerji, T. and , T., Mavko, G., G. 2005: 242–45
Seismic Signatures of Fractures in Bombay High Basement AGU Fall Meeting Bandyopadhyay, K., Mukerji, T., Mavko, G. 2005
The flaw of averages and the pitfalls of ignoring variability in rock physics interpretation 75th Ann. Internat. Mtg. Soc. of Expl. Geophys. Mukerji, T., Mavko, G. 2005: 747–750
Using influence diagrams to analyze decisions in 4-D seismic reservoir monitoring 75th Ann. Internat. Mtg.: Soc. of Expl. Geophys. Bhattacharjya, D., Mukerji, T. 2005: 2496–2499
Transport Properties of Partially-Saturated Rocks – Digital Rock Approach 67th Mtg. Eur. Assn. Geosci. Eng. Keehm, Y., Mukerji, T., Nur, A. 2005
Improving water saturation prediction with 4D seismic SPE Ann. Tech. Confereence Wu, J., Mukerji, T., Journel, A. G. 2005
Hidden Markov chains for identifying geologic features from seismic data 7th International Geostatistics Congress Eidsvik, J., Gonzalez, E., Mukerji, T. SPRINGER. 2005: 737–742

View details for Web of Science ID 000234961400075
Analysis of 3D High-Resolution Seismic Reflection and Crosswell Radar Tomography for Aquifer Characterization: A Case Study Near-Surface Geophysics Bachrach, R., Mukerji, T. edited by Butler, D. K. SEG. 2005
The effect of texture and porosity on seismic reflection amplitude in granular sediments: Theory and examples from a high-resolution shallow seismic experiment GEOPHYSICS Bachrach, R., Mukerji, T. 2004; 69 (6): 1513-1520

View details for Web of Science ID 000225851300014
Portable dense geophone array for shallow and very shallow 3D seismic reflection surveying - Part 2: 3D imaging tests GEOPHYSICS Bachrach, R., Mukerji, T. 2004; 69 (6): 1456-1469

View details for Web of Science ID 000225851300009
Portable dense geophone array for shallow and very shallow 3D seismic reflection surveying - Part 1: Data acquisition, quality control, and processing GEOPHYSICS Bachrach, R., Mukerji, T. 2004; 69 (6): 1443-1455

View details for Web of Science ID 000225851300008
Stochastic reservoir characterization using prestack seismic data GEOPHYSICS Eidsvik, J., Avseth, P., Omre, H., Mukerji, T., Mavko, G. 2004; 69 (4): 978-993

View details for DOI 10.1190/1.1778241

View details for Web of Science ID 000223303700011
Estimation of geological attributes from a well log: An application of hidden Markov chains MATHEMATICAL GEOLOGY Eidsvik, J., Mukerji, T., Switzer, P. 2004; 36 (3): 379-397

View details for Web of Science ID 000221531400006
Permeability prediction from thin sections: 3D reconstruction and Lattice-Boltzmann flow simulation GEOPHYSICAL RESEARCH LETTERS Keehm, Y., Mukerji, T., Nur, A. 2004; 31 (4)

View details for DOI 10.1029/2003GL018761

View details for Web of Science ID 000189373100003
A feasibility study for CO2monitoring in Coal Bed Methane American Association of Petroleum Geologists (AAPG) Annual Meeting Bulletin Akintunde, O. M., Harris, J., Mukerji, T., Urban, J. 2004; 88
Permeability and relative permeability from digital rocks: Issues on grid resolution and representative elementary volume 74th Ann. Internat. Mtg. Soc. of Expl. Geophys. Keehm, Y., Mukerji, T. 2004: 1654–57
A practical procedure for P-to-S “elastic” impedance (PSEI) inversion: Well log and synthetic seismic examples for identifying partial gas saturations 74th Ann. Internat. Mtg. Soc. of Expl. Geophys. Gonzalez, E. F., Mavko, G., Mukerji, T. 2004: 1782–85
Establishing spatial pattern correlation for interpreting time-lapse seismic amplitudes 4th Ann. Internat. Mtg. Soc. of Expl. Geophys. Wu, J., Mukerji, T., Journel, A. G. 2004: 2235–38
Inferring the statistical distribution of velocity heterogeneities by statistical traveltime tomography GEOPHYSICS Iooss, B., Geraets, D., Mukerji, T., Samuelides, Y., Touati, M., Galli, A. 2003; 68 (5): 1714-1730

View details for DOI 10.1190/1.1620645

View details for Web of Science ID 000220836400028
Improving curvature analyses of deformed horizons using scale-dependent filtering techniques AAPG BULLETIN Bergbauer, S., Mukerji, T., Hennings, P. 2003; 87 (8): 1255-1272

View details for Web of Science ID 000184835500001
Quantifying subresolution saturation scales from time-lapse seismic data: A reservoir monitoring case study GEOPHYSICS Sengupta, M., Mavko, G., Mukerji, T. 2003; 68 (3): 803-814

View details for DOI 10.1190/1.1581033

View details for Web of Science ID 000220836200003
Near and far offset P-to-S elastic impedance for discriminating fizz water from commercial gas The Leading Edge Gonzalez, E., Mukerji, T., Mavko, G., Michelena, R. 2003; 22: 1012-1015
Stratification in loose sediments and its seismic signature 73rd Annual International Meeting of the Society of Exploration Geophysicists Vega, S., Mukerji, T., Mavko, G., Prasad, M. 2003: 1219–22
Permeability prediction from thin sections using the Lattice-Boltzmann flow simulation 73rd Ann. Internat. Mtg. Soc. of Expl. Geophys. Keehm, Y., Mukerji, T., Prasad, M., Nur, A. 2003: 1668–71
Far offset P-to-S "elastic impedance" for lithology and partial gas saturation (fizz water) identification: Applications with well logs 73rd Ann. Internat. Mtg. Soc. of Expl. Geophys. Gonzalez, E., Mukerji, T., Mavko, G., Michelena, R. 2003: 1446–49
Analysis of microstructural textures and wave propagation characteristics in shales 3rd Ann. Internat. Mtg. Soc. of Expl. Geophys. Prasad, M., Mukerji, T. 2003: 1648–51
Peak morphological diversity in an ecotone unveiled in the chukar partridge by a novel Estimator in a Dependent Sample (EDS) JOURNAL OF ANIMAL ECOLOGY Kark, S., Mukerji, T., Safriel, U. N., Noy-Meir, I., Nissani, R., Darvasi, A. 2002; 71 (6): 1015-1029

View details for Web of Science ID 000178975100011
Integrating rock physics, seismic amplitudes, and geological models JOURNAL OF PETROLEUM TECHNOLOGY Caers, J., Avseth, P., Mukerji, T. 2002; 54 (6): 43-43

View details for Web of Science ID 000176052200011
Seismic lithofacies classification from well logs using statistical rock physics Petrophysics Avseth, P., Mukerji, T. 2002; 43: 70-81
Understanding amplitude anomalies and pitfalls in offshore Venezuela: Quantifying the effects of geologic heterogeneities using statistical rock physics SEG Intl. Mtg. Mukerji, T., Gonzalez, E., Cobos, C., Hung, E., Mavko, G. 2002
Fluid substitution studies for North Sea chalk logging data SEG Intl. Mtg. Gommesen, L., Mavko, G., Mukerji, T., Fabricus, I. 2002
Some formal aspects and examples of 3D near surface imaging with dense receiver array as an approximate acoustical lens SEG Intl. Mtg. Bachrach, R., Mukerji, T. 2002
Efficient parallel implementation of two-phase Lattice-Boltzmann flow simulation SEG Intl. Mtg. Keehm, Y., Nur, A., Mukerji, T. 2002
Modeling lithofacies alternations from well logs using Hierarchical Markov Chains SEG. Intl. Mtg. Eidsvik, J., Mukerji, T., Switzer, P. 2002
Seismic Fracture Characterization Using Statistical Rock Physics: James Lime Reservoir, Neuville Field SEG Intl. Mtg. Sava, D., Florez, J., Mukerji, T., Mavko, G. 2002
Seismic detection and estimation of overpressures Part I: The Rock Physics Basis Recorder Mukerji, T., Dutta, N., Prasad, M., Dvorkin, J. 2002; 27 (7): 34-57
Peak Phenotypic Diversity in an Ecotone Unveiled using a Novel Estimator in a Dependent Sample (EDS) J. Animal Ecology Kark, S., Mukerji, T., Safriel, U. N., Noy-Meir, I., Nissani, R., Darvasi, A. 2002; 71: 1015-1029
Seismic reservoir prediction using Bayesian integration of rock physics and Markov random fields; a North Sea example The Leading Edge Eidsvik, J., Omre, H., Mukerji, T., Mavko, G., Avseth, P. 2002; 21: 290-294
Seismic detection and estimation of overpressures Part II: Field applications Recorder Dutta, N., Mukerji, T., Prasad, M., Dvorkin, J. 2002; 27 (7): 58-73
A molecular dynamics simulation study of ionic diffusion and NMR spin-lattice relaxation in Li2Si4O9 glass 8th International Conference on the Structure on Non-Crystalline Materials (NCM 8) Sen, S., Mukerji, T. ELSEVIER SCIENCE BV. 2001: 268–278

View details for Web of Science ID 000171974400040
Seismic reservoir mapping from 3-D AVO in a North Sea turbidite system GEOPHYSICS Avseth, P., Mukerji, T., Jorstad, A., Mavko, G., Veggeland, T. 2001; 66 (4): 1157-1176

View details for Web of Science ID 000170455000018
Mapping lithofacies and pore-fluid probabilities in a North Sea reservoir: Seismic inversions and statistical rock physics GEOPHYSICS Mukerji, T., Jorstad, A., Avseth, P., Mavko, G., Granli, J. R. 2001; 66 (4): 988-1001

View details for Web of Science ID 000170455000001
Statistical rock physics; combining rock physics, information theory, and geostatistics to reduce uncertainty in seismic reservoir characterization The Leading Edge Mukerji, T., Avseth, P., Mavko, G., Takahashi, I., Gonzalez, E. 2001; 20: 313-319
AVO signatures of Eastern Venezuela gas sands: feasibility and uncertainty estimation SEG Intl. Mtg. Gonzalez, E., Mukerji, T., Mavko, G. 2001
3-D seismic imaging of near surface buried pipe via pre-stack dynamic focusing and a portable geophone array SEG Intl. Mtg. Bachrach, R., Mukerji, T. 2001
Cost effective near surface 3-D seismic imaging in heterogeneous subsurface using portable geophone array and a laptop SEG Intl. Mtg. Bachrach, R., Mukerji, T. 2001
Rock Physics analysis and fracture modeling of the San Andres reservoir, SEG Intl. Mtg. Sava, D., Mukerji, T., Florez, J., Mavko, G. 2001
Two-phase flow in complex porous media using Lattice-Boltzmann method SEG Intl. Mtg. Keehm, Y., Nur, A., Mukerji, T. 2001
Rock physics and seismic properties of sands and shales as a function of burial depth SEG Intl. Mtg. Avseth, P., Mavko, G., Dvorkin, J., Mukerji, T. 2001
Fast 3D Ultra Shallow Seismic Reflection imaging using portable geophone mount GEOPHYSICAL RESEARCH LETTERS Bachrach, R., Mukerji, T. 2001; 28 (1): 45-48

View details for Web of Science ID 000166291200013
Computational rock physics at the pore scale; transport properties and and diagenesis in realistic pore geometries The Leading Edge Keehm, Y., Mukerji, T., Nur, A. 2001; 20: 180-183
Geostatistical integration of rock physics, seismic amplitudes, and geologic models in North Sea turbidite systems The Leading Edge Caers, J., Avseth, P., Mukerji, T. 2001; 20: 308-312
Rock physics and AVO analysis for lithofacies and pore fluid prediction in a North Sea oil field The Leading Edge Avseth, P., Mukerji, T., Mavko, G., Tyssekvam, J. 2001; 20: 429-434
Integrating time-lapse seismic and flow simulation to map saturation changes: A reservoir monitoring case study SEG Intl. Mtg. Sengupta, M., Mavko, G., Mukerji, T. 2000
Vp/Vs relations of sandstones and carbonates: Their implication about the pore structures SEG Intl. Mtg. Takahashi, I., Mukerji, T., Mavko, G. 2000
Flow-limited diagenesis and transport properties of porous media using the Lattice-Boltzmann method SEG Intl. Mtg. Keehm, Y., Mukerji, T., Nur, A. 2000
Facies clasification using P-to-P and P-to-S AVO attributes SEG Intl. Mtg. Gonzalez, E., Mukerji, T., Mavko, G. 2000
Seismic detection of pore fluids: Pitfalls of ignoring anisotropy SEG Intl. Mtg. Sava, D., Mukerji, T., Diaz, M., Mavko, G. 2000
Rock physics diagnostics and modeling of P-P and P-S seismic attributes in the Alba Field SEG Intl. Mtg. Mukerji, T., Takahasji, I., Gonzalez, E., Mavko, G. 2000
Model-based shear-wave velocity estimation versus empirical regressions GEOPHYSICAL PROSPECTING Jorstad, A., Mukerji, T., Mavko, G. 1999; 47 (5): 785-797

View details for Web of Science ID 000082924200008
A generalized classical nucleation theory for rough interfaces: application in the analysis of homogeneous nucleation in silicate liquids JOURNAL OF NON-CRYSTALLINE SOLIDS Sen, S., Mukerji, T. 1999; 246 (3): 229-239

View details for Web of Science ID 000080064900008
Scale matching with factorial kriging for improved porosity estimation from seismic data MATHEMATICAL GEOLOGY Yao, T. T., Mukerji, T., Journel, A., Mavko, G. 1999; 31 (1): 23-46

View details for Web of Science ID 000078380100002
A strategy to select optimal seismic attributes for reservoir property estimation: Application of information theory SEG Intl. Mtg. Takahashi, I., Mavko, G., Mukerji, T. 1999
Integrating seismic lithofacies prediction and depositional geometry analysis for reservoir delineation in a North Sea turbidite field SEG Intl. Mtg. Avseth, P., Mavko, G., Mukerji, T., Tyssekvam, J. 1999
Effect of thin-layering on seismic reflectivity: Estimation of sand/shale ratio using stochastic simulation and Bayes' inversion SEG Intl. Mtg. Takahashi, I., Mavko, G., Mukerji, T. 1999
Discriminating seismic signatures of steam injection from lithology variations: Feasibility study in a Venezuela heavy oil reservoir SEG Intl. Mtg. Gonzalez, E., Mavko, G., Mukerji, T. 1999
Near and far offset impedances: Seismic attributes for identifying lithofacies and pore fluids GEOPHYSICAL RESEARCH LETTERS Mukerji, T., Jorstad, A., Mavko, G., Granli, J. R. 1998; 25 (24): 4557-4560

View details for Web of Science ID 000077882600042
A rock physics strategy for quantifying uncertainty in common hydrocarbon indicators GEOPHYSICS Mavko, G., Mukerji, T. 1998; 63 (6): 1997-2008

View details for Web of Science ID 000077560600018
Velocity shift in heterogeneous media with anisotropic spatial correlation GEOPHYSICAL JOURNAL INTERNATIONAL Samuelides, Y., Mukerji, T. 1998; 134 (3): 778-786

View details for Web of Science ID 000075796900010
Bounds on low-frequency seismic velocities in partially saturated rocks GEOPHYSICS Mavko, G., Mukerji, T. 1998; 63 (3): 918-924

View details for Web of Science ID 000073794000013
Comparison of the Krief and critical porosity models for prediction of porosity and V-P/V-S GEOPHYSICS Mavko, G., Mukerji, T. 1998; 63 (3): 925-927

View details for Web of Science ID 000073794000014
The Rock Physics Handbook: Tools for Seismic Analysis in Porous Media Mavko, G., Mukerji, T., Dvorkin, J. Cambridge University Press. 1998
Applying statistical rock physics and seismic inversions to map lithofacies and pore fluid probabilities in a North Sea reservoir 68th SEG Intl. Mtg. Mukerji, T., Jorstad, A., Mavko, G., Granli, J. R. 1998
Reservoir monitoring; a multidisciplinary feasibility study The Leading Edge Biondi, B., Mavko, G., Mukerji, T., Rickett, J., Lumley, D., Deutsch, C., Gundeso, R., Thiele, M. 1998; 17: 1404-1414
Scales of reservoir heterogeneities and impact of seismic resolution on geostatistical integration MATHEMATICAL GEOLOGY Mukerji, T., Mavko, G., Rio, P. 1997; 29 (7): 933-950

View details for Web of Science ID A1997YE81100004
Diffusion and viscosity in silicate liquids: Percolation and effective medium theories GEOPHYSICAL RESEARCH LETTERS Sen, S., Mukerji, T. 1997; 24 (9): 1015-1018

View details for Web of Science ID A1997WX26900004
Application of factorial kriging to improve seismic data integration Wollongong 96 International Geostatistical Congress Yao, T. T., Mukerji, T. SPRINGER. 1997: 350–61

View details for Web of Science ID A1997BH83F00030
Velocity shift in heterogeneous media with anisotropic spatial correlation SEG 67th Intl. Mtg. Sammuelides, Y., Mukerji, T. 1997
Shaly sand rock physics models for predicting porosity from ahead-of-the-bit seismic, SEG 67th Intl. Mtg. Mukerji, T., Mavko, G. 1997
Velocity dispersion: Evaluating fluid and fast path effects from ultrasonic data and scanning acoustic microscope images SEG 67th Intl. Mtg. Mukerji, T., Prasad, M., Mavko, G., Manghnani, M. 1997
Velocity dispersion and upscaling in a laboratory-simulated VSP GEOPHYSICS Rio, P., Mukerji, T., Mavko, G., Marion, D. 1996; 61 (2): 584-593

View details for Web of Science ID A1996UA26100025
Reservoir Monitoring: A multi-disciplinary feasibility study SEG 66th Ann. Mtg. Biondo, B., Deutsch, C., Gundeso, R., Lumley, D., Mavko, G., Mukerji, T., Rickett, J., Thiele, M. 1996
SCALE EFFECTS ON DYNAMIC WAVE-PROPAGATION IN HETEROGENEOUS MEDIA GEOPHYSICAL RESEARCH LETTERS Yin, H. Z., Mavko, G., Mukerji, T., Nur, A. 1995; 22 (23): 3163-3166

View details for Web of Science ID A1995TK19100015
FLUID SUBSTITUTION - ESTIMATING CHANGES IN V-P WITHOUT KNOWING V-S GEOPHYSICS Mavko, G., Chan, C., Mukerji, T. 1995; 60 (6): 1750-1755

View details for Web of Science ID A1995TB81800014
SEISMIC PORE-SPACE COMPRESSIBILITY AND GASSMANNS RELATION GEOPHYSICS Mavko, G., Mukerji, T. 1995; 60 (6): 1743-1749

View details for Web of Science ID A1995TB81800013
PREDICTING STRESS-INDUCED VELOCITY ANISOTROPY IN ROCKS GEOPHYSICS Mavko, G., Mukerji, T., Godfrey, N. 1995; 60 (4): 1081-1087

View details for Web of Science ID A1995RH46000014
SCALE-DEPENDENT SEISMIC VELOCITY IN HETEROGENEOUS MEDIA GEOPHYSICS Mukerji, T., Mavko, G., Mujica, D., Lucet, N. 1995; 60 (4): 1222-1233

View details for Web of Science ID A1995RH46000029
DIFFERENTIAL EFFECTIVE-MEDIUM MODELING OF ROCK ELASTIC-MODULI WITH CRITICAL POROSITY CONSTRAINTS GEOPHYSICAL RESEARCH LETTERS Mukerji, T., Berryman, J., Mavko, G., Berge, P. 1995; 22 (5): 555-558

View details for Web of Science ID A1995QL41500008
SEISMIC METHODS FOR IMAGING PHYSICAL PROPERTIES OF THE EARTH 1995 International Conference on Acoustics, Speech, and Signal Processing Mavko, G., Lucet, N., Mukerji, T. IEEE. 1995: 2817–2820

View details for Web of Science ID A1995BD41X00703
A rock physics strategy for quantifying uncertainty in common hydrocarbon indicators SEG 65th Ann. Mtg Mavko, G., Mukerji, T. 1995
Impact of seismic resolution on geostatistical integration techniques SEG 65th Ann. Mtg. Mukerji, T., Rio, P., Mavko, G. 1995
SCALE EFFECTS ON VELOCITY DISPERSION - FROM RAY TO EFFECTIVE-MEDIUM THEORIES IN STRATIFIED MEDIA GEOPHYSICS Marion, D., Mukerji, T., Mavko, G. 1994; 59 (10): 1613-1619

View details for Web of Science ID A1994PK73500012
PORE FLUID EFFECTS ON SEISMIC VELOCITY IN ANISOTROPIC ROCKS GEOPHYSICS Mukerji, T., Mavko, G. 1994; 59 (2): 233-244

View details for Web of Science ID A1994MW76400006
Scale-dependent dynamic wave propagation in heterogeneous media: I, Experiments SEG 64th Ann. Meeting Yin, H., Mavko, G., Mukerji, T., Nur, A. 1994
Scale-dependent dynamic wave propagation in heterogeneous media: II, Theory SEG 64th Ann. Meeting Mukerji, T., Mavko, G. 1994
Pore fluid effects on seismic anisotropy SEG 62nd Ann. Meeting Mukerji, T., Mavko, G. 1992