Sharmila Karumuri

According to our database, Sharmila Karumuri authored at least 4 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Learning to solve Bayesian inverse problems: An amortized variational inference approach using Gaussian and Flow guides.

Sharmila Karumuri, Ilias Bilionis

J. Comput. Phys., 2024

Efficient Training of Deep Neural Operator Networks via Randomized Sampling.

Sharmila Karumuri, Lori Graham-Brady, Somdatta Goswami

CoRR, 2024

2023

Learning to solve Bayesian inverse problems: An amortized variational inference approach.

Sharmila Karumuri, Ilias Bilionis

CoRR, 2023

2020

Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks.

Sharmila Karumuri, Rohit Tripathy, Ilias Bilionis, Jitesh H. Panchal

J. Comput. Phys., 2020