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Arnab  Dhara
Arnab Dhara
Senior Data Scientist
Verified email at utexas.edu
Title
Cited by
Cited by
Year
Physics-guided deep autoencoder to overcome the need for a starting model in full-waveform inversion
A Dhara, MK Sen
The Leading Edge 41 (6), 375-381, 2022
162022
Elastic-AdjointNet: A physics-guided deep autoencoder to overcome crosstalk effects in multiparameter full-waveform inversion
A Dhara, M Sen
SEG International Exposition and Annual Meeting, D011S047R001, 2022
102022
Machine-learning-based methods for estimation and stochastic simulation
A Dhara, W Trainor-Guitton, A Tura
SEG International Exposition and Annual Meeting, SEG-2018-2991178, 2018
72018
Seismic image registration using multiscale convolutional neural networks
A Dhara, C Bagaini
Geophysics 85 (6), V425-V441, 2020
62020
Elastic Full Waveform Inversion using a Physics guided deep convolutional encoder-decoder
A Dhara, MK Sen
IEEE Transactions on Geoscience and Remote Sensing, 2023
52023
Facies‐constrained transdimensional amplitude versus angle inversion using machine learning assisted priors
A Dhara, MK Sen, R Biswas
Geophysical Prospecting 71 (4), 590-613, 2023
42023
Facies and reservoir properties estimation by a transdimensional seismic inversion
A Dhara, MK Sen, D Yang, J Schmedes, P Routh, R Sain
SEG International Exposition and Annual Meeting, D041S095R003, 2020
32020
Solving seismic inverse problems by an unsupervised hybrid machine-learning approach
MK Sen, A Dhara
Second International Meeting for Applied Geoscience & Energy, 3017-3021, 2022
22022
Automated and semi-automated depth registration of PP and PS images
C Bagaini, Y Elmosharaf, A Dhara, J Mathewson, MA Perez
80th EAGE Conference and Exhibition 2018 2018 (1), 1-5, 2018
22018
Seismic registration using convolutional neural networks
A Dhara, C Bagaini
82nd EAGE Annual Conference & Exhibition 2021 (1), 1-5, 2021
12021
Occurrence of bacteriophages in the Ganga
MK Mukherjee, A DHARA, M Sen
Current Science 53 (4), 218-219, 1984
11984
Estimating CO2 saturation and porosity using the double difference approach based invertible neural network
A Dhara, MK Sen, S Dasgupta
Third International Meeting for Applied Geoscience & Energy, 430-434, 2023
2023
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
Auto-Detection And Classification Of Rig Activities From Trend Analysis Of Sensor Data
A Wesley, A Dhara, T Babatunde, Y Chi
US Patent App. 17/632,842, 2022
2022
Deep Learning Based Full Waveform Inversion for Automatic Salt Model Building with No Starting Model
A Dhara, M Sen
83rd EAGE Annual Conference & Exhibition 2022 (1), 1-5, 2022
2022
Physics Assisted Deep Learning for Full Waveform Inversion
M Sen, A Dhara
83rd EAGE Annual Conference & Exhibition Workshop Programme 2022 (1), 1-5, 2022
2022
Joint facies and reservoir properties estimation by trans-dimensional seismic inversion using machine learning based priors
A Dhara, MK Sen
AGU Fall Meeting Abstracts 2020, S053-0006, 2020
2020
Deep learning for seismic image registration
A Dhara, C Bagaini
SEG International Exposition and Annual Meeting, D031S032R008, 2020
2020
Geophysical Prospecting
C Claudino, WM Lupinacci, Z Wu, Y Liu, J Yang, H Wu, C Sun, X Deng, ...
Uncertainty estimation in seismic inversion using Invertible Neural Networks
A Dhara, K Wang, J Chen, H Malcotti, R Cardona
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