Ehsan Haghighat
Massachusetts Institute of Technology
H-index: 17
North America-United States
Top articles of Ehsan Haghighat
En-DeepONet: An enrichment approach for enhancing the expressivity of neural operators with applications to seismology
Computer Methods in Applied Mechanics and Engineering
2024/2/15
Ehsan Haghighat
H-Index: 8
Umair Bin Waheed
H-Index: 8
Machine Learning‐Enabled Precision Position Control and Thermal Regulation in Advanced Thermal Actuators
Advanced Materials Technologies
2024/2/9
Seyed Mo Mirvakili
H-Index: 12
Ehsan Haghighat
H-Index: 8
LatticeGraphNet: A two-scale graph neural operator for simulating lattice structures
arXiv preprint arXiv:2402.01045
2024/2/1
Ayush Jain
H-Index: 1
Ehsan Haghighat
H-Index: 8
An efficient phase-field model of shear fractures using deviatoric stress split
Computational Mechanics
2023/12
Ehsan Haghighat
H-Index: 8
Inverse modeling of nonisothermal multiphase poromechanics using physics-informed neural networks
Journal of Computational Physics
2023/10/1
Ehsan Haghighat
H-Index: 8
Ruben Juanes
H-Index: 41
Application of Physics-Informed Neural Networks for forward and inverse analysis of pile–soil interaction
Acta Mechanica Sinica
2023/6
Constitutive model characterization and discovery using physics-informed deep learning
Engineering Applications of Artificial Intelligence
2023/4/1
Ehsan Haghighat
H-Index: 8
Reza Vaziri
H-Index: 4
Multiphysics discovery with moving boundaries using Ensemble SINDy and Peridynamic Differential Operator
arXiv preprint arXiv:2303.15631
2023/3/27
Ehsan Haghighat
H-Index: 8
An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic differential operator
Computer Methods in Applied Mechanics and Engineering
2023/3/15
Ehsan Haghighat
H-Index: 8
Forward and inverse modeling of nonisothermal multiphase poromechanics using physics-informed neural networks
AGU Fall Meeting Abstracts
2022/12
Ehsan Haghighat
H-Index: 8
Ruben Juanes
H-Index: 41
Physics-informed neural network solution of thermo–hydro–mechanical processes in porous media
Journal of Engineering Mechanics
2022/11/1
Ehsan Haghighat
H-Index: 8
Ruben Juanes
H-Index: 41
Fracture characterization from noisy displacement data using artificial neural networks
Engineering Fracture Mechanics
2022/8/1
Energy-based error bound of physics-informed neural network solutions in elasticity
Journal of Engineering Mechanics
2022/8/1
Mengwu Guo
H-Index: 5
Ehsan Haghighat
H-Index: 8
Physics-informed neural network simulation of multiphase poroelasticity using stress-split sequential training
Computer Methods in Applied Mechanics and Engineering
2022/7/1
Ehsan Haghighat
H-Index: 8
Ruben Juanes
H-Index: 41
A holistic approach to computing first-arrival traveltimes using physics-informed neural networks
2022/6/6
Solving the eikonal equation for compressional and shear waves in anisotropic media using peridynamic differential operator
Geophysical Journal International
2022/6
On the solution of hyperbolic equations using the peridynamic differential operator
Computer Methods in Applied Mechanics and Engineering
2022/3/1
Ehsan Haghighat
H-Index: 8
A computational framework for meso and macroscale analysis of structural masonry
International Journal of Solids and Structures
2022/2/1
A physics-informed neural network approach to solution and identification of biharmonic equations of elasticity
Journal of Engineering Mechanics
2022/2/1
Ehsan Haghighat
H-Index: 8
Deep learning for solution and inversion of structural mechanics and vibrations
2021/12/1
Ehsan Haghighat
H-Index: 8
Ruben Juanes
H-Index: 41
Co-Authors
