| Seismic Bayesian evidential learning: Estimation and uncertainty quantification of sub-resolution reservoir properties A Pradhan, T Mukerji Computational Geosciences 24 (3), 1121-1140, 2020 | 40 | 2020 |
| Seismic estimation of reservoir properties with Bayesian evidential analysis A Pradhan, T Mukerji SEG International Exposition and Annual Meeting, SEG-2018-2998259, 2018 | 11 | 2018 |
| Approximate Bayesian inference of seismic velocity and pore-pressure uncertainty with basin modeling, rock physics, and imaging constraints A Pradhan, NC Dutta, HQ Le, B Biondi, T Mukerji Geophysics 85 (5), ID19-ID34, 2020 | 10 | 2020 |
| Consistency and prior falsification of training data in seismic deep learning: Application to offshore deltaic reservoir characterization A Pradhan, T Mukerji Geophysics 87 (3), N45-N61, 2022 | 8 | 2022 |
| Seismic inversion for reservoir facies under geologically realistic prior uncertainty with 3D convolutional neural networks A Pradhan, T Mukerji SEG International Exposition and Annual Meeting, D031S057R001, 2020 | 5 | 2020 |
| Time-lapse petro-elastic and seismic modeling to evaluate fracturing efficiency in low-permeability reservoirs M Alfi, Z Chai, A Pradhan, T Ramsay, M Barrufet, J Killough Unconventional Resources Technology Conference, Houston, Texas, 23-25 July …, 2018 | 4 | 2018 |
| Statistical learning and inference of subsurface properties under complex geological uncertainty with seismic data A Pradhan Stanford University, 2020 | 3 | 2020 |
| Modeling groundwater levels in California's Central Valley by hierarchical Gaussian process and neural network regression A Pradhan, KH Adams, V Chandrasekaran, Z Liu, JT Reager, AM Stuart, ... Journal of Geophysical Research: Machine Learning and Computation 1 (4 …, 2024 | 1 | 2024 |
| Bayesian geophysical basin modeling with seismic kinematic metrics to quantify uncertainty for pore pressure prediction J Fonseca, A Pradhan, T Mukerji Geophysics 88 (6), M239-M259, 2023 | 1 | 2023 |
| Seismic rock physics and machine learning for deepwater stratigraphic intervals A Pradhan, P Avseth, T Mukerji Deepwater Sedimentary Systems, 593-624, 2022 | 1 | 2022 |
| Prior velocity modeling and uncertainty analysis with basin modeling and rock physics constraints A Pradhan, H Le, NC Dutta, B Biondi, T Mukerji SEG International Exposition and Annual Meeting, D033S092R006, 2019 | 1 | 2019 |
| Seismic Estimation of Sub-resolution Reservoir Properties with Bayesian Evidential Learning: Application to an Offshore Delta Case A Pradhan, T Mukerji Petroleum Geostatistics 2019 2019 (1), 1-5, 2019 | 1 | 2019 |
| Spatial regularization approaches for estimating groundwater level trends with sparse well data: Application to California's Central Valley A Pradhan AGU Fall Meeting Abstracts 2023 (2203), H43I-2203, 2023 | | 2023 |
| Filling the gap: Estimation of soil composition using InSAR, groundwater depth, and precipitation data in California’s Central Valley K Yun, KH Kim, A Pradhan, J Reager, Z Liu, M Turmon, A Huyen, T Lu, ... Authorea Preprints, 2022 | | 2022 |
| Efficient interdisciplinary workflow for predrill seismic pore pressure prediction J Fonseca, A Pradhan, T Mukerji Second International Meeting for Applied Geoscience & Energy, 1452-1456, 2022 | | 2022 |
| Spatio-temporal Gaussian Process Modeling of Land Subsidence with Well Water Level and InSAR Data A Pradhan, D Holder, KH Kim, K Yun, Z Liu, J Reager, M Turmon, ... AGU Fall Meeting Abstracts 2021, H15L-1181, 2021 | | 2021 |
| Seismic horizons depth positioning analysis for Bayesian geophysical basin modeling J Fonseca, A Pradhan, T Mukerji Proceedings of the 14th SEGJ International Symposium, Tokyo, Japan, 18–21 …, 2021 | | 2021 |
| A Bayesian Approach to Uncertainty Quantification in Geophysical Basin Modeling A Pradhan, T Mukerji Petroleum Geostatistics 2019 2019 (1), 1-5, 2019 | | 2019 |
| Rock physics guided velocity model building H Le, A Pradhan, NC Dutta, B Biondi, T Mukerji, SA Levin SEG Technical Program Expanded Abstracts 2018, 3497-3501, 2018 | | 2018 |
| Effect of compaction and Smectite-Illite transition on velocity anisotropy A Pradhan, T Mukerji, N Dutta SEG Technical Program Expanded Abstracts 2017, 452-457, 2017 | | 2017 |
Tapan MukerjiStanford UniversityVerified email at stanford.edu