63 citations · 63 across the 2 of their papers we have counts for
2 papers
cs.NE2023
Physics-informed neural network for modeling dynamic linear elasticity
Vijay Kag, Venkatesh Gopinath
In this work, we present the physics-informed neural network (PINN) model applied particularly to dynamic problems in solid mechanics. We focus on forward and inverse problems. Par…
physics.flu-dyn2022★ 63 cited
Physics-informed data based neural networks for two-dimensional turbulence
Vijay Kag, Kannabiran Seshasayanan, Venkatesh Gopinath
Turbulence remains a problem that is yet to be fully understood, with experimental and numerical studies aiming to fully characterise the statistical properties of turbulent flows.…