10 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Geometry adaptive waveformer for cardio-vascular modeling
Navaneeth N, Souvik Chakraborty
Modeling cardiovascular anatomies poses a significant challenge due to their complex, irregular structures and inherent pathological conditions. Numerical simulations, while accura…
math.NA2024
Harnessing physics-informed operators for high-dimensional reliability analysis problems
N Navaneeth, Tushar, Souvik Chakraborty
Reliability analysis is a formidable task, particularly in systems with a large number of stochastic parameters. Conventional methods for quantifying reliability often rely on exte…
cs.CE2022★ 10 cited
Stochastic projection based approach for gradient free physics informed learning
Navaneeth N, Souvik Chakraborty
We propose a stochastic projection-based gradient free physics-informed neural network. The proposed approach, referred to as the stochastic projection based physics informed neura…