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Kainan Wang
Kainan Wang
Machine Learning Scientist at Chevron
Verified email at ices.utexas.edu
Title
Cited by
Cited by
Year
Estimating parameters in physical models through Bayesian inversion: A complete example
M Allmaras, W Bangerth, JM Linhart, J Polanco, F Wang, K Wang, ...
siam REVIEW 55 (1), 149-167, 2013
532013
A randomized maximum a posteriori method for posterior sampling of high dimensional nonlinear Bayesian inverse problems
K Wang, T Bui-Thanh, O Ghattas
SIAM Journal on Scientific Computing 40 (1), A142-A171, 2016
522016
Deep reinforcement learning for generalizable field development optimization
J He, M Tang, C Hu, S Tanaka, K Wang, XH Wen, Y Nasir
SPE Journal 27 (01), 226-245, 2022
332022
Deep reinforcement learning for constrained field development optimization in subsurface two-phase flow
Y Nasir, J He, C Hu, S Tanaka, K Wang, XH Wen
Frontiers in Applied Mathematics and Statistics 7, 689934, 2021
182021
Velocity log upscaling based on reversible jump Markov chain Monte Carlo simulated annealing
S Dadi, R Gibson, K Wang
Geophysics 81 (5), R293-R305, 2016
172016
Quantification of uncertainty in velocity log upscaling using reversible jump MCMC
S Dadi, RL Gibson Jr, K Wang
SEG International Exposition and Annual Meeting, SEG-2015-5800873, 2015
52015
Sequential ensemble transform for Bayesian inverse problems
A Myers, AH Thiéry, K Wang, T Bui-Thanh
Journal of Computational Physics 427, 110055, 2021
42021
Parallel Markov chain Monte Carlo methods for large scale statistical inverse problems
K Wang
Texas A&M University, 2014
42014
Automatic, geologic layer-constrained well-seismic tie through blocked dynamic warping
K Wang, J Lomask, F Segovia
Interpretation 5 (3), SJ81-SJ90, 2017
22017
A NOVEL DISCRETE OPTIMAL TRANSPORT METHOD FOR BAYESIAN INVERSE PROBLEMS
A Myers, T Bui-Thanh, K Wang, A Thiery
2017 AGU Fall Meeting, 2017
2017
a Novel Discrete Optimal Transport Method for Bayesian Inverse Problems
T Bui-Thanh, A Myers, K Wang, A Thiery
AGU Fall Meeting Abstracts 2017, NG23A-08, 2017
2017
Seismic well ties using blocking schemes
K Wang, J Lomask, F Segovia
WO Patent App. WO 2017142544 A1, 2017
2017
Automatic, Geological Layer-Constrained Seismic-Well Tie Through Blocked Dynamic Warping
K Wang, J Lomask, FR Segovia
AAPG/SEG International Conference & Exhibition, 0
Automatic Well Log Correlation
A Pollack, Y Peng, K Wang, MKK Shih, K Tracy, J Lomask
AAPG Annual Convention and Exhibition, 0
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