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Ehsan Haghighat — most-cited papers & profile · AI for Science
← authors
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overview
Ehsan Haghighat
5
papers ·
46
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
PINNtomo: Seismic tomography using physics-informed neural networks
2021 · 40 citations
Physics-informed neural network solution of thermo-hydro-mechanical (THM) processes in porous media
2022 · 4 citations
Inverse modeling of nonisothermal multiphase poromechanics using physics-informed neural networks
2022 · 2 citations
Learning and Inferring Multiphase Flow Dynamics in Porous Media using Scientific Machine Learning: Application to the "FluidFlower" CO2 Injection Experiment
2026
Constitutive model characterization and discovery using physics-informed deep learning
2022
Top co-authors
Danial Amini
· 2
Ruben Juanes
· 2
Chao Song
· 1
Hannah Lu
· 1
Jean Virieux
· 1
Lluis Salo-Salgado
· 1
Reza Vaziri
· 1
Ruben Juanes
· 1
Sahar Abouali
· 1
Tariq Alkhalifah
· 1
Umair bin Waheed
· 1
Yun-Ting Chou
· 1
Topics
Physics ML
Math & Equations
Materials
Climate & Weather
Chemistry
Drug Discovery