Dhruv V. Patel

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Inherent Uncertainty

Inverse Problems

Deformable Models

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Dhruv V. Patel, Jonghyun Lee, Matthew W. Farthing, Peter K. Kitanidis, Eric F. Darve
Multi-fidelity Hamiltonian Monte Carlo. CoRR (2024)
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 (2023)
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 (2022)
Dhruv V. Patel, Assad A. Oberai
GAN-Based Priors for Quantifying Uncertainty in Supervised Learning. SIAM/ASA J. Uncertain. Quantification 9 (3) (2021)
Dhruv V. Patel, Deep Ray, Assad A. Oberai
Solution of Physics-based Bayesian Inverse Problems with Deep Generative Priors. CoRR (2021)
Dhruv V. Patel, Assad A. Oberai
GAN-based Priors for Quantifying Uncertainty. CoRR (2020)