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ORCIDDhruv Patel 0001
Person information
- affiliation: Stanford University, CA, USA
- affiliation (former, PhD 2021): University of Southern California, Los Angeles, Department of Mechanical Engineering, CA, USA
Other persons with the same name
- Dhruv Patel — disambiguation page
- Dhruv Patel 0002
![[0000-0003-4282-5337]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-4282-5337")
— University of Toronto, Department of Electrical and Computer Engineering, ON, Canada - Dhruv Patel 0003 — Old Dominion University, Department Of Computer Science, Norfolk, VA, USA
- Dhruv Patel 0004 — University of Cincinnati, Department of Mechanical Engineering, OH, USA
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Journal Articles
- 2022
[j2]Ragheb Raad, Dhruv Patel, Chiao-Chih Hsu, Vijay Kothapalli, Deep Ray, Bino A. Varghese, Darryl Hwang, Inderbir S. Gill, Vinay A. Duddalwar, Assad A. Oberai:
Probabilistic medical image imputation via deep adversarial learning. Eng. Comput. 38(5): 3975-3986 (2022)- 2021
- [j1]Dhruv V. Patel, Assad A. Oberai:
GAN-Based Priors for Quantifying Uncertainty in Supervised Learning. SIAM/ASA J. Uncertain. Quantification 9(3): 1314-1343 (2021)
Informal and Other Publications
- 2024
- [i7]Dhruv V. Patel, Jonghyun Lee, Matthew W. Farthing, Peter K. Kitanidis, Eric F. Darve:
Multi-fidelity Hamiltonian Monte Carlo. CoRR abs/2405.05033 (2024) - 2023
- [i6]Agnimitra Dasgupta, Dhruv V. Patel, Deep Ray, Erik A. Johnson, Assad A. Oberai:
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows. CoRR abs/2310.04690 (2023) - 2022
- [i5]Deep Ray, Harisankar Ramaswamy, Dhruv V. Patel, Assad A. Oberai:
The efficacy and generalizability of conditional GANs for posterior inference in physics-based inverse problems. CoRR abs/2202.07773 (2022) - [i4]Dhruv Patel, Deep Ray, Michael R. A. Abdelmalik, Thomas J. R. Hughes, Assad A. Oberai:
Variationally Mimetic Operator Networks. CoRR abs/2209.12871 (2022) - 2021
- [i3]Dhruv V. Patel, Deep Ray, Assad A. Oberai:
Solution of Physics-based Bayesian Inverse Problems with Deep Generative Priors. CoRR abs/2107.02926 (2021) - 2020
- [i2]Dhruv V. Patel, Assad A. Oberai:
GAN-based Priors for Quantifying Uncertainty. CoRR abs/2003.12597 (2020) - 2019
- [i1]Dhruv Patel, Assad A. Oberai:
Bayesian Inference with Generative Adversarial Network Priors. CoRR abs/1907.09987 (2019)
Coauthor Index
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