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Attention module improves both performance and interpretability of 4D fMRI decoding neural network

Oct 03, 2021
Zhoufan Jiang, Yanming Wang, ChenWei Shi, Yueyang Wu, Rongjie Hu, Shishuo Chen, Sheng Hu, Xiaoxiao Wang, Bensheng Qiu

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Accelerating the screening of amorphous polymer electrolytes by learning to reduce random and systematic errors in molecular dynamics simulations

Jan 13, 2021
Tian Xie, Arthur France-Lanord, Yanming Wang, Jeffrey Lopez, Michael Austin Stolberg, Megan Hill, Graham Michael Leverick, Rafael Gomez-Bombarelli, Jeremiah A. Johnson, Yang Shao-Horn, Jeffrey C. Grossman

* 25 pages, 5 figures + supplementary information 

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Searching k-Optimal Goals for an Orienteering Problem on a Specialized Graph with Budget Constraints

Nov 02, 2020
Abhinav Sharma, Advait Deshpande, Yanming Wang, Xinyi Xu, Prashan Madumal, Anbin Hou

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CHD:Consecutive Horizontal Dropout for Human Gait Feature Extraction

Oct 16, 2019
Chengtao Cai, Yueyuan Zhou, Yanming Wang

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Graph Dynamical Networks: Unsupervised Learning of Atomic Scale Dynamics in Materials

Feb 18, 2019
Tian Xie, Arthur France-Lanord, Yanming Wang, Yang Shao-Horn, Jeffrey C. Grossman

* 23 + 5 pages, 5 + 2 figures 

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