Govinda Anantha Padmanabha

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Inverse Problems

Top Venues

J. Comput. Phys.

Publications

Govinda Anantha Padmanabha, Jan Niklas Fuhg, Cosmin Safta, Reese E. Jones, Nikolaos Bouklas
Improving the performance of Stein variational inference through extreme sparsification of physically-constrained neural network models. CoRR (2024)
Jan Niklas Fuhg, Govinda Anantha Padmanabha, Nikolaos Bouklas, Bahador Bahmani, WaiChing Sun, Nikolaos N. Vlassis, Moritz Flaschel, Pietro Carrara, Laura De Lorenzis
A review on data-driven constitutive laws for solids. CoRR (2024)
Govinda Anantha Padmanabha, Nicholas Zabaras
Solving inverse problems using conditional invertible neural networks. J. Comput. Phys. 433 (2021)
Govinda Anantha Padmanabha, Nicholas Zabaras
A Bayesian Multiscale Deep Learning Framework for Flows in Random Media. CoRR (2021)
Govinda Anantha Padmanabha, Nicholas Zabaras
Solving inverse problems using conditional invertible neural networks. CoRR (2020)