Sharmila Karumuri

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 3

Top Topics

Variational Inference

Image Reconstruction

Inverse Problems

Ambrosio Tortorelli

Top Venues

J. Comput. Phys.

Publications

Sharmila Karumuri, Ilias Bilionis
Learning to solve Bayesian inverse problems: An amortized variational inference approach using Gaussian and Flow guides. J. Comput. Phys. 511 (2024)
Sharmila Karumuri, Ilias Bilionis
Learning to solve Bayesian inverse problems: An amortized variational inference approach. CoRR (2023)
Sharmila Karumuri, Rohit Tripathy, Ilias Bilionis, Jitesh H. Panchal
Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks. J. Comput. Phys. 404 (2020)