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E

Ehsan Haghighat

Massachusetts Institute of Technology

23H指数
67论文数
3.2K被引数
收录论文 24
发表时间
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STONet: A neural operator for modeling solute transport in micro-cracked reservoirsSTONet：一种用于模拟微裂隙储层中溶质运移的神经算子
errAdvances in Water Resources
IF4.2
err2025-07-23
err0
PREAI
errEhsan Haghighat; Mohammad Hesan Adeli; S. Mohammad Mousavi; Ruben Juanes
err分享
err收藏
Multiphysics discovery with moving boundaries using Ensemble SINDy and peridynamic differential operator
errENGINEERING WITH COMPUTERS
IF4.9
err2024-09-16
err0
PREAI
errBekar, Ali Can; Haghighat, Ehsan; Madenci, Erdogan
err分享
err收藏
LatticeGraphNet: a two-scale graph neural operator for simulating lattice structures
errENGINEERING WITH COMPUTERS
IF4.9
err2024-09-14
err0
PREAI
errJain, Ayush; Haghighat, Ehsan; Nelaturi, Sai
err分享
err收藏
Machine Learning-Enabled Precision Position Control and Thermal Regulation in Advanced Thermal Actuators
errADVANCED MATERIALS TECHNOLOGIES
IF6.2
err2024-02-09
err0
errOAAI
errMirvakili, Seyed Mo; Haghighat, Ehsan; Sim, Douglas
err分享
err收藏
En-DeepONet: An enrichment approach for enhancing the expressivity of neural operators with applications to seismology
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err6
PREAI
errHaghighat, Ehsan; bin Waheed, Umair; Karniadakis, George
err分享
err收藏
Inverse modeling of nonisothermal multiphase poromechanics using physics-informed neural networks
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-10-01
err25
errOAAI
errAmini, Danial; Haghighat, Ehsan; Juanes, Ruben
err分享
err收藏
Application of Physics-Informed Neural Networks for forward and inverse analysis of pile-soil interaction物理神经网络在桩土相互作用正反分析中的应用
errINTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
IF3.8
err2023-08-01
err20
errOAAI
errVahab, M.; Shahbodagh, B.; Haghighat, E.; Khalili, N.
err分享
err收藏
An efficient phase-field model of shear fractures using deviatoric stress split
errCOMPUTATIONAL MECHANICS
IF3.8
err2023-05-24
err7
errOAAI
errHaghighat, Ehsan; Santillan, David
err分享
err收藏
An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic differential operator
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-03-01
err13
errOAAI
errMavi, Arda; Bekar, Ali Can; Haghighat, Ehsan; Madenci, Erdogan
err分享
err收藏
Physics-Informed Neural Network Solution of Thermo-Hydro-Mechanical Processes in Porous Media
errengineering fracture mechanics
IF3.2
err2022-11-01
err28
errOAAI
errAmini, Danial; Haghighat, Ehsan; Juanes, Rubn
err分享
err收藏
Energy-Based Error Bound of Physics-Informed Neural Network Solutions in Elasticity
errengineering fracture mechanics
IF3.2
err2022-08-01
err11
errOAAI
errGuo, Mengwu; Haghighat, Ehsan
err分享
err收藏
Physics-informed neural network simulation of multiphase poroelasticity using stress-split sequential training
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-07-01
err67
errOAAI
errHaghighat, Ehsan; Amini, Danial; Juanes, Ruben
err分享
err收藏
On the solution of hyperbolic equations using the peridynamic differential operator关于使用近场动力学微分算子求解双曲方程
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-03-01
err17
PREAI
errBekar, Ali Can; Madenci, Erdogan; Haghighat, Ehsan
err分享
err收藏
A Physics-Informed Neural Network Approach to Solution and Identification of Biharmonic Equations of Elasticity用于求解和识别弹性双调和方程的物理通知神经网络方法
errengineering fracture mechanics
IF3.2
err2022-02-01
err36
errOAAI
errVahab, Mohammad; Haghighat, Ehsan; Khaleghi, Maryam; Khalili, Nasser
err分享
err收藏
A computational framework for meso and macroscale analysis of structural masonry
errINTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
IF3.8
err2022-02-01
err2
errOAAI
errKoocheki, K.; Pietruszczak, S.; Haghighat, E.
err分享
err收藏
A nonlocal physics-informed deep learning framework using the peridynamic differential operator使用近场动力学微分算子的非局部物理信息深度学习框架
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-11-01
err74
errOAAI
errHaghighat, Ehsan; Bekar, Ali Can; Madenci, Erdogan; Juanes, Ruben
err分享
err收藏
Physics-informed neural network for modelling the thermochemical curing process of composite-tool systems during manufacture用于在制造过程中对复合工具系统的热化学固化过程进行建模的物理通知神经网络
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-10-01
err147
errOAAI
errNiaki, Sina Amini; Haghighat, Ehsan; Campbell, Trevor; Poursartip, Anoush; Vaziri, Reza
err分享
err收藏
PINNeik: Eikonal solution using physics-informed neural networks
errCOMPUTERS & GEOSCIENCES
IF4.4
err2021-10-01
err100
errOAAI
errbin Waheed, Umair; Haghighat, Ehsan; Alkhalifah, Tariq; Song, Chao; Hao, Qi
err分享
err收藏
A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics用于固体力学中反演和代理建模的物理通知深度学习框架
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-06-01
err522
PREAI
errHaghighat, Ehsan; Raissi, Maziar; Moure, Adrian; Gomez, Hector; Juanes, Ruben
err分享
err收藏
SciANN: A Keras/TensorFlow wrapper for scientific computations and physics-informed deep learning using artificial neural networksSciANN: Keras/TensorFlow包装器，用于使用人工神经网络的科学计算和物理信息深度学习
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-01-01
err228
errOAAI
errHaghighat, Ehsan; Juanes, Ruben
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
G
George Em Karniadakis
H 指数: 130 · 论文数: 1.3K
M
Mark D. Zoback
H 指数: 94 · 论文数: 629
R
Rubén Juanes
H 指数: 59 · 论文数: 500
E
Erdogan Madenci
H 指数: 53 · 论文数: 500
T
Tariq Alkhalifah
H 指数: 52 · 论文数: 813
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