Danial Amini

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

Top Topics

Multi Layer Perceptron

Physical Processes

Piecewise Constant

Top Venues

J. Comput. Phys.

Publications

Danial Amini, Ehsan Haghighat, Ruben Juanes
Inverse modeling of nonisothermal multiphase poromechanics using physics-informed neural networks. J. Comput. Phys. 490 (2023)
Danial Amini, Ehsan Haghighat, Ruben Juanes
Physics-informed neural network solution of thermo-hydro-mechanical (THM) processes in porous media. CoRR (2022)
Danial Amini, Ehsan Haghighat, Ruben Juanes
Inverse modeling of nonisothermal multiphase poromechanics using physics-informed neural networks. CoRR (2022)
Ehsan Haghighat, Danial Amini, Ruben Juanes
Physics-informed neural network simulation of multiphase poroelasticity using stress-split sequential training. CoRR (2021)