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Meta-Auto-Decoder for Solving Parametric Partial Differential Equations


Nov 15, 2021
Xiang Huang, Zhanhong Ye, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Bingya Weng, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Lei Chen, Bin Dong

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Solving Partial Differential Equations with Point Source Based on Physics-Informed Neural Networks


Nov 02, 2021
Xiang Huang, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Bingya Weng, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Lei Chen, Bin Dong

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A Distributed Synchronous SGD Algorithm with Global Top-$k$ Sparsification for Low Bandwidth Networks


Jan 14, 2019
Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu

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* 12 pages 

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U-SLADS: Unsupervised Learning Approach for Dynamic Dendrite Sampling


Jul 06, 2018
Yan Zhang, Xiang Huang, Nicola Ferrier, Emine B. Gulsoy, Charudatta Phatak

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