Abhiram Anand Thiruthummal

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Poisson Equation

Boundary Value Problem

Top Venues

Commun. Nonlinear Sci. Numer. Simul.

Publications

Abhiram Anand Thiruthummal, Eun-Jin Kim, Sergiy Shelyag
Information Geometry of Evolution of Neural Network Parameters While Training. CoRR (2024)
Abhiram Anand Thiruthummal, Sergiy Shelyag, Eun-Jin Kim
Extremization to Fine Tune Physics Informed Neural Networks for Solving Boundary Value Problems. CoRR (2024)
Abhiram Anand Thiruthummal, Sergiy Shelyag, Eun-Jin Kim
Extremization to fine tune physics informed neural networks for solving boundary value problems. Commun. Nonlinear Sci. Numer. Simul. 137 (2024)
Abhiram Anand Thiruthummal, Eun-Jin Kim, Sergiy Shelyag
Information geometry of evolution of neural network parameters while training. Neurocomputing 597 (2024)
Eun-Jin Kim, Abhiram Anand Thiruthummal
Stochastic Dynamics of Fusion Low-to-High Confinement Mode (L-H) Transition: Correlation and Causal Analyses Using Information Geometry. Entropy 26 (1) (2024)
Abhiram Anand Thiruthummal, Eun-Jin Kim
Monte Carlo Simulation of Stochastic Differential Equation to Study Information Geometry. Entropy 24 (8) (2022)