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T

Tapan Mukerji

stanford university

54H-index
589Paper Count
1.8WCitation Count
Published Papers 92
Publication Date
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Assessing feasibility and information gain of geophysical facies classification in Brazilian presalt carbonates: Atapu field case study
errLEADING EDGE
IF0
err2026-05-01
err0
PREAI
errPetersohn, Eliane; Mukerji, Tapan
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Joint rock physics inversion and basin modeling for comprehensive source rock characterization
errLEADING EDGE
IF0
err2026-05-01
err0
PREAI
errHuang, Jiayuan; Mukerji, Tapan
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errSave
Generative Geomodelling: Deep Learning Versus Geostatistics with Insights from Sedimentary Systems
errMathematical Geosciences
IF3.6
err2026-03-23
err0
PREAI
errSuihong Song; Jiayuan Huang; Tapan Mukerji
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Bayesian Inference for Subsurface Geophysical Inverse Problems
errReviews of Geophysics
IF37.3
err2026-03-21
err0
PREAI
errMingliang Liu; Dario Grana; Klaus Mosegaard; Mrinal K. Sen; Minghui Xu; Tapan Mukerji
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Assessing uncertainty in source rock properties using Monte Carlo basin modeling: Application to the Canning Basin, Australia
errMarine Geoscience and Energy Resources
IF0
err2026-02-01
err0
PREAI
errHuang, Jiayuan; Mukerji, Tapan
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Pix2Geomodel: A next-generation reservoir geomodeling with property-to-property translation
errGeoenergy Science and Engineering
IF4.6
err2025-12-01
err0
errOAAI
errAl-Fakih, Abdulrahman; Koeshidayatullah, Ardiansyah; Saraih, Nabil A.; Mukerji, Tapan; Kanfar, Rayan; Alali, Abdulmohsen; Kaka, Sanlinn I.
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Statistical rock physics inversion for assessing source rock properties from seismic signatures: An application to the Canning Basin, Australia
errJOURNAL OF APPLIED GEOPHYSICS
IF2.1
err2025-11-01
err0
PREAI
errHuang, Jiayuan; Scheirer, Allegra Hosford; Mukerji, Tapan
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Pushing the Boundaries of Porous Material Characterization: Universal Stochastic Data Fusion With Deep Learning
errJournal of Geophysical Research: Solid Earth
IF0
err2025-09-11
err0
PREAI
errMingliang Liu; Tapan Mukerji
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Techno-economic analysis of natural and stimulated geological hydrogen
errInternational Journal of Hydrogen Energy
IF8.3
err2025-08-09
err0
PREAI
errYashee Mathur; Henry Moise; Yalçın Aydın; Tapan Mukerji
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Deep learning forecasts the spatiotemporal evolution of fluid-induced microearthquakes
errCommunications Earth & Environment
IF8.9
err2025-08-07
err0
errOAAI
errJaehong Chung; Michael Manga; Timothy Kneafsey; Tapan Mukerji; Mengsu Hu
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The concept of a Blind Hydrogen System
errInternational Journal of Hydrogen Energy
IF8.3
err2025-07-18
err0
PREAI
errVictor Awosiji; Stephan Graham; Tapan Mukerji
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errSave
Well log data generation and imputation using sequence based generative adversarial networks
errSCIENTIFIC REPORTS
IF3.9
err2025-03-31
err0
errOAAI
errAl-Fakih, Abdulrahman; Koeshidayatullah, A.; Mukerji, Tapan; Al-Azani, Sadam; Kaka, SanLinn I.
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errSave
Quantifying Model Misrepresentation in Geophysical Inversion for Critical Mineral Exploration
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errYin, Zhen; Miltenberger, Alex; Topinka, Mark; Wang, Lijing; Mukerji, Tapan; Caers, Jef
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Physics-informed multi-grid neural operator: Theory and an application to porous flow simulation
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-01-01
err1
PREAI
errSong, Suihong; Mukerji, Tapan; Zhang, Dongxiao
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Geostatistical Inversion for Subsurface Characterization Using Stein Variational Gradient Descent With Autoencoder Neural Network: An Application to Geologic Carbon Sequestration
errJOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
IF4.1
err2024-07-02
err2
errOAAI
errLiu, Mingliang; Grana, Dario; Mukerji, Tapan
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errSave
A novel Fourier neural operator framework for classification of multi-sized images: Application to three dimensional digital porous media
errPHYSICS OF FLUIDS
IF4.3
err2024-05-15
err1
errOAAI
errKashefi, Ali; Mukerji, Tapan
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errSave
Prediction of effective elastic moduli of rocks using Graph Neural Networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-03-01
err3
errOAAI
errChung, Jaehong; Ahmad, Rasool; Sun, Waiching; Cai, Wei; Mukerji, Tapan
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errSave
Soil geochemistry of hydrogen and other gases along the San Andreas fault
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2024-01-01
err2
errOAAI
errMathur, Yashee; Awosiji, Victor; Mukerji, Tapan; Scheirer, Allegra Hosford; Peters, Kenneth E.
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errSave
Applications of deep neural networks in exploration seismology: A technical survey
errGEOPHYSICS
IF3.2
err2023-11-02
err46
PREAI
errMousavi, S. Mostafa; Beroza, Gregory C.; Mukerji, Tapan; Rasht-Behesht, Majid
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errSave
Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet
errNEURAL NETWORKS
IF6.3
err2023-10-01
err18
errOAAI
errKashefi, Ali; Mukerji, Tapan
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Research Directions

No research directions
Co-authors
Cooperation Journals
M
M. Ortíz
H-index: 89 · Papers: 596
A
A. Revil
H-index: 85 · Papers: 667
M
Michael Manga
H-index: 82 · Papers: 823
G
Gregory C. Beroza
H-index: 77 · Papers: 461
S
Stephan A. Graham
H-index: 70 · Papers: 269
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