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Saurabh Deshpande

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Convolution, aggregation and attention based deep neural networks for accelerating simulations in mechanics

Dec 01, 2022
Saurabh Deshpande, Raúl I. Sosa, Stéphane P. A. Bordas, Jakub Lengiewicz

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MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations

Nov 01, 2022
Saurabh Deshpande, Jakub Lengiewicz, Stéphane P. A. Bordas

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FEM-based Real-Time Simulations of Large Deformations with Probabilistic Deep Learning

Nov 02, 2021
Saurabh Deshpande, Jakub Lengiewicz, Stéphane P. A. Bordas

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AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types

Jun 24, 2020
Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han

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