10 citations · 10 across the 1 of their papers we have counts for
2 papers
physics.comp-ph2020★ 10 cited
Physics-informed Neural Networks for Solving Inverse Problems of Nonlinear Biot's Equations: Batch Training
Teeratorn Kadeethum, Thomas M Jørgensen, Hamidreza M Nick
In biomedical engineering, earthquake prediction, and underground energy harvesting, it is crucial to indirectly estimate the physical properties of porous media since the direct m…
cs.CE2020
Physics-informed Neural Networks for Solving Nonlinear Diffusivity and Biot's equations
Teeratorn Kadeethum, Thomas M Jorgensen, Hamidreza M Nick
This paper presents the potential of applying physics-informed neural networks for solving nonlinear multiphysics problems, which are essential to many fields such as biomedical en…