Forward and inverse modeling of nonisothermal multiphase poromechanics using physics-informed neural networks

Ehsan Haghighat, Massachusetts Institute of Technology, Civil and Environmental Engineering, Cambridge, United States, Danial Amini Mr., Sharif University of Technology, Civil Engineering, Tehran, Iran and Ruben Juanes, Massachusetts Institute of Technology, Dept. of Civil and Environmental Engineering and Earth Resources Laboratory, Dept. of Earth, Atmospheric and Planetary Sciences, Cambridge, MA, United States