Kamaljyoti Nath

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Causal Ordering

Recurrent Networks

Top Venues

J. Comput. Phys.

Publications

Kamaljyoti Nath, Xuhui Meng, Daniel J. Smith, George Em Karniadakis
Physics-informed neural networks for predicting gas flow dynamics and unknown parameters in diesel engines. CoRR (2023)
Felipe de Castro Teixeira Carvalho, Kamaljyoti Nath, Alberto Luiz Serpa, George Em Karniadakis
Learning characteristic parameters and dynamics of centrifugal pumps under multi-phase flow using physics-informed neural networks. CoRR (2023)
Lizuo Liu, Kamaljyoti Nath, Wei Cai
A Causality-DeepONet for Causal Responses of Linear Dynamical Systems. CoRR (2022)
Kamaljyoti Nath, Anjan Dutta, Budhaditya Hazra
An adaptive scheme for random field discretization using KL expansion. Eng. Comput. 38 (4) (2022)
Amartya Dutta, Kamaljyoti Nath
Learning via Long Short-Term Memory (LSTM) network for predicting strains in Railway Bridge members under train induced vibration. CoRR (2021)
Kamaljyoti Nath, Anjan Dutta, Budhaditya Hazra
Long duration response evaluation of linear structural system with random system properties using time dependent polynomial chaos. J. Comput. Phys. 418 (2020)
Kamaljyoti Nath, Anjan Dutta, Budhaditya Hazra
An iterative polynomial chaos approach for solution of structural mechanics problem with Gaussian material property. J. Comput. Phys. 390 (2019)