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Proceedings Papers

Seismic inversion for reservoir facies under geologically realistic prior uncertainty with 3D convolutional neural networks

Anshuman Pradhan, Tapan Mukerji
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426944
DOI: https://doi.org/10.1190/segam2020-3426944.1
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Petrophysical properties prediction from pre-stack seismic data using convolutional neural networks

Vishal Das, Tapan Mukerji
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215122
DOI: https://doi.org/10.1190/segam2019-3215122.1
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Pre-stack inversion using a physics-guided convolutional neural network

Reetam Biswas, Mrinal K. Sen, Vishal Das, Tapan Mukerji
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3215071
DOI: https://doi.org/10.1190/segam2019-3215071.1
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Prior velocity modeling and uncertainty analysis with basin modeling and rock physics constraints

Anshuman Pradhan, Huy Le, Nader C. Dutta, Biondo Biondi, Tapan Mukerji
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3216105
DOI: https://doi.org/10.1190/segam2019-3216105.1
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Digital rocks with irregularly shaped grains: A simulator tool for computational rock physics

Mustafa A. Al Ibrahim, Abdulla Kerimov, Tapan Mukerji, Gary Mavko
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2993373
DOI: https://doi.org/10.1190/segam2018-2993373.1
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Correlating geological and seismic data with unconventional resource production curves using machine learning

Ryan Smith, Tapan Mukerji, Tony Lupo
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2993476
DOI: https://doi.org/10.1190/segam2018-2993476.1
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Rock physics guided velocity model building

Huy Le, Anshuman Pradhan, Nader C. Dutta, Biondo Biondi, Tapan Mukerji, Stewart A. Levin
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2998543
DOI: https://doi.org/10.1190/segam2018-2998543.1
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Convolutional neural network for seismic impedance inversion

Vishal Das, Ahinoam Pollack, Uri Wollner, Tapan Mukerji
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2994378
DOI: https://doi.org/10.1190/segam2018-2994378.1
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Numerical simulation of coupled fluid-solid interaction at the pore scale: A Digital Rock Physics Technology

Vishal Das, Tapan Mukerji, Gary Mavko
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2996371
DOI: https://doi.org/10.1190/segam2018-2996371.1
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Seismic estimation of reservoir properties with Bayesian evidential analysis

Anshuman Pradhan, Tapan Mukerji
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2998259
DOI: https://doi.org/10.1190/segam2018-2998259.1
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Thermal maturation effects on the elastic properties of organic-rich mudrocks

Mustafa Al Ibrahim, Tapan Mukerji
Paper presented at the 2017 SEG International Exposition and Annual Meeting, September 24–29, 2017
Paper Number: SEG-2017-17790635
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Effect of compaction and Smectite-Illite transition on velocity anisotropy

Anshuman Pradhan, Tapan Mukerji, Nader Dutta
Paper presented at the 2017 SEG International Exposition and Annual Meeting, September 24–29, 2017
Paper Number: SEG-2017-17789338
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Scale effects on velocity dispersion and attenuation (Q-1) in layered viscoelastic medium

Vishal Das, Tapan Mukerji, Gerald Mavko
Paper presented at the 2017 SEG International Exposition and Annual Meeting, September 24–29, 2017
Paper Number: SEG-2017-17634230
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Integrating statistical rock physics and pressure and thermal history modeling to map reservoir lithofacies in the deepwater Gulf of Mexico

Wisam AlKawai, Tapan Mukerji, Allegra Scheirer, Stephan Graham
Paper presented at the 2017 SEG International Exposition and Annual Meeting, September 24–29, 2017
Paper Number: SEG-2017-17588345
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Probabilistic Particle Swarm Optimization for Discrete Parameters (Pro-DPSO) Hybridized With Multi-Point Geostatistics: A New Stochastic Algorithm for Complex Geological Models

Jaehoon Lee, Tapan Mukerji
Paper presented at the 2015 SEG Annual Meeting, October 18–23, 2015
Paper Number: SEG-2015-5929157
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A Workflow for Building a Synthetic Benchmark Dataset for Fractured Reservoirs

Ankur Roy, Yongduk Shin, Tapan Mukerji, Jef Caers, Orhun Aydin
Paper presented at the 2014 SEG Annual Meeting, October 26–31, 2014
Paper Number: SEG-2014-1609
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Modeling Geological Scenario Uncertainty from Seismic Data Using Pattern Similarity

Cheolkyun Jeong, Céline Scheidt, Jef Caers, Tapan Mukerji
Paper presented at the 2014 SEG Annual Meeting, October 26–31, 2014
Paper Number: SEG-2014-1092
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Sensitivity Analysis and Cascaded Interpretation Scheme for Subtle Seismic Signatures in Thin Shaly-Sand Reservoirs

Piyapa Dejtrakulwong, Tapan Mukerji, Gary Mavko
Paper presented at the 2013 SEG Annual Meeting, September 22–27, 2013
Paper Number: SEG-2013-0385
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Statistical Integration of Time-Lapse Seismic and Electromagnetic Data With a PDF Upscaling Method Using Multi-Point Geostatistics

Jaehoon Lee, Tapan Mukerji, Michael Tompkins
Paper presented at the 2013 SEG Annual Meeting, September 22–27, 2013
Paper Number: SEG-2013-1296
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Joint Estimation of Rock Properties and Dynamic Property Changes From Time-Lapse Seismic Data

Dario Grana, Tapan Mukerji
Paper presented at the 2013 SEG Annual Meeting, September 22–27, 2013
Paper Number: SEG-2013-0126
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