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DeePMD-kit v3: A Multiple-Backend Framework for Machine Learning Potentials 期刊论文
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2025, 卷号: 21, 期号: 9, 页码: 4375-4385
作者:  Zeng, Jinzhe;  Zhang, Duo;  Peng, Anyang;  Zhang, Xiangyu;  He, Sensen;  Wang, Yan;  Liu, Xinzijian;  Bi, Hangrui;  Li, Yifan;  Cai, Chun;  Zhang, Chengqian;  Du, Yiming;  Zhu, Jia-Xin;  Mo, Pinghui;  Huang, Zhengtao;  Zeng, Qiyu;  Shi, Shaochen;  Qin, Xuejian;  Yu, Zhaoxi;  Luo, Chenxing;  Ding, Ye;  Liu, Yun-Pei;  Shi, Ruosong;  Wang, Zhenyu;  Bore, Sigbjorn Loland;  Chang, Junhan;  Deng, Zhe;  Ding, Zhaohan;  Han, Siyuan;  Jiang, Wanrun;  Ke, Guolin;  Liu, Zhaoqing;  Lu, Denghui;  Muraoka, Koki;  Oliaei, Hananeh;  Singh, Anurag Kumar;  Que, Haohui;  Xu, Weihong;  Xu, Zhangmancang;  Zhuang, Yong-Bin;  Dai, Jiayu;  Giese, Timothy J.;  Jia, Weile;  Xu, Ben;  York, Darrin M.;  Zhang, Linfeng;  Wang, Han
收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25
DPA-2: a large atomic model as a multi-task learner 期刊论文
NPJ COMPUTATIONAL MATERIALS, 2024, 卷号: 10, 期号: 1, 页码: 15
作者:  Zhang, Duo;  Liu, Xinzijian;  Zhang, Xiangyu;  Zhang, Chengqian;  Cai, Chun;  Bi, Hangrui;  Du, Yiming;  Qin, Xuejian;  Peng, Anyang;  Huang, Jiameng;  Li, Bowen;  Shan, Yifan;  Zeng, Jinzhe;  Zhang, Yuzhi;  Liu, Siyuan;  Li, Yifan;  Chang, Junhan;  Wang, Xinyan;  Zhou, Shuo;  Liu, Jianchuan;  Luo, Xiaoshan;  Wang, Zhenyu;  Jiang, Wanrun;  Wu, Jing;  Yang, Yudi;  Yang, Jiyuan;  Yang, Manyi;  Gong, Fu-Qiang;  Zhang, Linshuang;  Shi, Mengchao;  Dai, Fu-Zhi;  York, Darrin M.;  Liu, Shi;  Zhu, Tong;  Zhong, Zhicheng;  Lv, Jian;  Cheng, Jun;  Jia, Weile;  Chen, Mohan;  Ke, Guolin;  Weinan, E.;  Zhang, Linfeng;  Wang, Han
收藏  |  浏览/下载：6/0  |  提交时间：2025/06/25
HiHGNN: Accelerating HGNNs Through Parallelism and Data Reusability Exploitation 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 7, 页码: 1122-1138
作者:  Xue, Runzhen;  Han, Dengke;  Yan, Mingyu;  Zou, Mo;  Yang, Xiaocheng;  Wang, Duo;  Li, Wenming;  Tang, Zhimin;  Kim, John;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：22/0  |  提交时间：2024/12/06
Semantics  Parallel processing  Graph neural networks  Vectors  Graphics processing units  Fuses  Hardware  GNN  GNN accelerator  graph neural network  HGNN  HGNN accelerator  heterogeneous graph neural network  
MoDSE: A High-Accurate Multiobjective Design Space Exploration Framework for CPU Microarchitectures 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1525-1537
作者:  Wang, Duo;  Yan, Mingyu;  Teng, Yihan;  Han, Dengke;  Liu, Xin;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：28/0  |  提交时间：2024/12/06
Pareto optimization  Predictive models  Measurement  Space exploration  Prediction algorithms  Central Processing Unit  Microarchitecture  CPU microarchitecture  design space exploration (DSE)  multiobjective exploration  Pareto hypervolume  prediction model  
DeePMD-kit v2: A software package for deep potential models 期刊论文
JOURNAL OF CHEMICAL PHYSICS, 2023, 卷号: 159, 期号: 5, 页码: 24
作者:  Zeng, Jinzhe;  Zhang, Duo;  Lu, Denghui;  Mo, Pinghui;  Li, Zeyu;  Chen, Yixiao;  Rynik, Marian;  Huang, Li'ang;  Li, Ziyao;  Shi, Shaochen;  Wang, Yingze;  Ye, Haotian;  Tuo, Ping;  Yang, Jiabin;  Ding, Ye;  Li, Yifan;  Tisi, Davide;  Zeng, Qiyu;  Bao, Han;  Xia, Yu;  Huang, Jiameng;  Muraoka, Koki;  Wang, Yibo;  Chang, Junhan;  Yuan, Fengbo;  Bore, Sigbjorn Loland;  Cai, Chun;  Lin, Yinnian;  Wang, Bo;  Xu, Jiayan;  Zhu, Jia-Xin;  Luo, Chenxing;  Zhang, Yuzhi;  Goodall, Rhys E. A.;  Liang, Wenshuo;  Singh, Anurag Kumar;  Yao, Sikai;  Zhang, Jingchao;  Wentzcovitch, Renata;  Han, Jiequn;  Liu, Jie;  Jia, Weile;  York, Darrin M.;  E, Weinan;  Car, Roberto;  Zhang, Linfeng;  Wang, Han
收藏  |  浏览/下载：46/0  |  提交时间：2023/12/04
Multi-Node Acceleration for Large-Scale GCNs 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3140-3152
作者:  Sun, Gongjian;  Yan, Mingyu;  Wang, Duo;  Li, Han;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan
收藏  |  浏览/下载：59/0  |  提交时间：2023/07/12
Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization