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Janaki Vamaraju
Janaki Vamaraju
Research Scientist at Meta
Verified email at utexas.edu - Homepage
Title
Cited by
Cited by
Year
Minibatch least-squares reverse time migration in a deep-learning framework
J Vamaraju, J Vila, M Araya-Polo, D Datta, M Sidahmed, MK Sen
Geophysics 86 (2), S125-S142, 2021
322021
Unsupervised physics-based neural networks for seismic migration
J Vamaraju, MK Sen
Interpretation 7 (3), SE189-SE200, 2019
252019
Enriched Galerkin finite element approximation for elastic wave propagation in fractured media
J Vamaraju, MK Sen, J De Basabe, M Wheeler
Journal of Computational Physics 372, 726-747, 2018
222018
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on aerial lidar
J Tolan, HI Yang, B Nosarzewski, G Couairon, HV Vo, J Brandt, J Spore, ...
Remote Sensing of Environment 300, 113888, 2024
132024
A hybrid Galerkin finite-element method for seismic wave propagation in fractured media
J Vamaraju, M Sen, J DeBasabe, M Wheeler
Geophysical Journal International 221 (Issue 2), Pages 857–878, 2020
132020
A hybrid-Galerkin finite-element method for seismic wave propagation in fractured media
J Vamaraju, M Sen, J DeBasabe, M Wheeler
SEG Technical Program Expanded Abstracts 2017, 4074-4079, 2017
132017
Sub-meter resolution canopy height maps using self-supervised learning and a vision transformer trained on Aerial and GEDI Lidar
J Tolan, HI Yang, B Nosarzewski, G Couairon, H Vo, J Brandt, J Spore, ...
arXiv e-prints, arXiv: 2304.07213, 2023
72023
Deep Seismic2Well Tie: A Physics-guided CNN approach to a classic geophysical workflow
D Thanoon, J Vamaraju, H Yang, K Wei, A Vial Aussavy, J Chen
SEG International Exposition and Annual Meeting, D011S063R005, 2021
62021
A comparison of continuous, discontinuous, and enriched Galerkin finite-element methods for elastic wave-propagation simulation
J Vamaraju, M Sen, J De Basabe, M Wheeler
SEG International Exposition and Annual Meeting, SEG-2017-17658225, 2017
52017
Augmenting deep residual surrogates with Fourier neural operators for rapid two-phase flow and transport simulations
FO Alpak, J Vamaraju, JW Jennings, S Pawar, P Devarakota, D Hohl
SPE Journal 28 (06), 2982-3003, 2023
42023
Accelerating least squares imaging using deep learning techniques
J Vamaraju, J Vila, M Araya-Polo, D Datta, M Sidahmed, M Sen
arXiv preprint arXiv:1911.06027, 2019
32019
Mean field Boltzmann machines for high resolution Kirchhoff migration
J Vamaraju, MK Sen
SEG International Exposition and Annual Meeting, SEG-2018-2997793, 2018
32018
Optimal minibatch shot selection for target-oriented least-squares reverse time migration
J Vamaraju, R Tuvi, Z Zhao, MK Sen
Geophysics 87 (4), A55-A60, 2022
22022
Deep learning based gather automated processing of migrated gathers for velocity model building
J Vamaraju, B Han, C Sutton, Z Liu, H Rynja, J Vila
First International Meeting for Applied Geoscience & Energy, 1530-1534, 2021
22021
Full-waveform inversion using machine learning optimization techniques
R de Braganša, J Vamaraju, MK Sen
SEG Technical Program Expanded Abstracts 2020, 865-869, 2020
22020
Rapid Replication of Best Practices through Machine Learning. Never mind the network, look at the data!
H Rynja, F Bazargani, A Chandran, Z Liu, C Sutton, J Vamaraju, J Vila, ...
83rd EAGE Annual Conference & Exhibition Workshop Programme 2022 (1), 1-5, 2022
12022
Deep learning to maximize the value of fast-track 4D seismic processing
A Dhara, H Abdel-Raziq, D Kiyashchenko, A Kudarova, J Vamaraju, ...
SEG International Exposition and Annual Meeting, D011S087R004, 2022
2022
Introduction to special section: Automated approaches to interpretation
B Abriel, M Araya-Polo, H Di, S Fomel, J Lomask, P Nivlet, J Vamaraju, ...
Interpretation 10 (2), SCi-SCi, 2022
2022
Full-waveform inversion using adaptive quasi-Newton optimization
R de Braganša, MK Sen, J Vamaraju
First International Meeting for Applied Geoscience & Energy, 687-691, 2021
2021
Accelerated target-oriented least-squares reverse time migration using optimal mini-batches of shots
J Vamaraju, R Tuvi, Z Zhao, MK Sen
AGU Fall Meeting Abstracts 2020, S053-0003, 2020
2020
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Articles 1–20