All papers authored by George Karniadakis
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2023
Yuhao Qiang,
Abdoulaye Sissoko 
,
Zixiang L. Liu,
Ting Dong,
Fuyin Zheng ,
Fang Kong,
John M. Higgins ,
George E. Karniadakis ,
Pierre A. Buffet,
Subra Suresh ,
Ming Dao
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,
Zixiang L. Liu,
Ting Dong,
Fuyin Zheng ,
Fang Kong,
John M. Higgins ,
George E. Karniadakis ,
Pierre A. Buffet,
Subra Suresh ,
Ming Dao
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2022
Vivek Oommen ,
Khemraj Shukla,
George Em Karniadakis ,
Somdatta Goswami ,
Rémi Dingreville
,
Khemraj Shukla,
George Em Karniadakis ,
Somdatta Goswami ,
Rémi Dingreville
Learning two-phase microstructure evolution using neural operators and autoencoder architectures
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Enrui Zhang ,
Ming Dao ,
George Em Karniadakis ,
Subra Suresh
,
Ming Dao ,
George Em Karniadakis ,
Subra Suresh
Analyses of internal structures and defects in materials using physics-informed neural networks
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2020
Lu Lu ,
Ming Dao ,
Punit Kumar,
Upadrasta Ramamurty,
George Em Karniadakis ,
Subra Suresh
,
Ming Dao ,
Punit Kumar,
Upadrasta Ramamurty,
George Em Karniadakis ,
Subra Suresh
Extraction of mechanical properties of materials through deep learning from instrumented indentation
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2019
D. Fan ,
G. Jodin ,
T. R. Consi ,
L. Bonfiglio,
Y. Ma,
L. R. Keyes ,
G. E. Karniadakis ,
M. S. Triantafyllou
,
G. Jodin ,
T. R. Consi ,
L. Bonfiglio,
Y. Ma,
L. R. Keyes ,
G. E. Karniadakis ,
M. S. Triantafyllou
A robotic Intelligent Towing Tank for learning complex fluid-structure dynamics
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2017
Mengjia Xu,
Dimitrios P. Papageorgiou,
Sabia Z. Abidi,
Ming Dao ,
Hong Zhao,
George Em Karniadakis
,
Hong Zhao,
George Em Karniadakis
A deep convolutional neural network for classification of red blood cells in sickle cell anemia
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