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VPNets: Volume-preserving neural networks for learning source-free dynamics 期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2022, 卷号: 416, 页码: 12
作者:  Zhu, Aiqing;  Zhu, Beibei;  Zhang, Jiawei;  Tang, Yifa;  Liu, Jian
收藏  |  浏览/下载：61/0  |  提交时间：2023/02/07
Deep learning  Neural networks  Discovery of dynamics  Source-free dynamics  Volume-preserving  
Mechanisms for dual-role-facility location games: Truthfulness and approximability 期刊论文
THEORETICAL COMPUTER SCIENCE, 2022, 卷号: 932, 页码: 69-83
作者:  Chen, Xujin;  Li, Minming;  Wang, Changjun;  Wang, Chenhao;  Zhang, Mengqi;  Zhao, Yingchao
收藏  |  浏览/下载：67/0  |  提交时间：2023/02/07
Mechanism design  Facility location  Approximation  Truthfulness  
Approximation capabilities of measure-preserving neural networks 期刊论文
NEURAL NETWORKS, 2022, 卷号: 147, 页码: 72-80
作者:  Zhu, Aiqing;  Jin, Pengzhan;  Tang, Yifa
收藏  |  浏览/下载：111/0  |  提交时间：2022/06/21
Measure-preserving  Neural networks  Dynamical systems  Approximation theory  
Persistence of excitation for identifying switched linear systems 期刊论文
AUTOMATICA, 2022, 卷号: 137, 页码: 7
作者:  Mu, Biqiang;  Chen, Tianshi;  Cheng, Changming;  Bai, Er-wei
收藏  |  浏览/下载：53/0  |  提交时间：2023/02/07
Switched linear systems  Persistence of excitation  
Tight efficiency lower bounds for strategy-proof mechanisms in two-opposite-facility location game 期刊论文
INFORMATION PROCESSING LETTERS, 2021, 卷号: 168, 页码: 6
作者:  Chen, Xujin;  Hu, Xiaodong;  Tang, Zhongzheng;  Wang, Chenhao
收藏  |  浏览/下载：201/0  |  提交时间：2021/04/26
Facility location game  (Universally) strategy-proof mechanism  Approximation algorithms  Inapproximability  
SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems 期刊论文
NEURAL NETWORKS, 2020, 卷号: 132, 页码: 166-179
作者:  Jin, Pengzhan;  Zhang, Zhen;  Zhu, Aiqing;  Tang, Yifa;  Karniadakis, George Em
收藏  |  浏览/下载：142/0  |  提交时间：2021/04/26
Deep learning  Physics-informed  Dynamical systems  Hamiltonian systems  Symplectic maps  Symplectic integrators  
The efficiency of Nash equilibria in the load balancing game with a randomizing scheduler 期刊论文
THEORETICAL COMPUTER SCIENCE, 2020, 卷号: 838, 页码: 180-194
作者:  Chen, Xujin;  Hu, Xiaodong;  Wang, Chenhao;  Wu, Xiaoying
收藏  |  浏览/下载：186/0  |  提交时间：2020/11/18
Load balancing game  Price of anarchy  Price of stability  Decision-making principle  Nash equilibrium  
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness 期刊论文
NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99
作者:  Jin, Pengzhan;  Lu, Lu;  Tang, Yifa;  Karniadakis, George Em
收藏  |  浏览/下载：117/0  |  提交时间：2021/01/14
Neural networks  Generalization error  Learnability  Data distribution  Cover complexity  Neural network smoothness  
Fractional Degree Stochastic Dominance 期刊论文
MANAGEMENT SCIENCE, 2020, 卷号: 66, 期号: 10, 页码: 4630-4647
作者:  Huang, Rachel J.;  Tzeng, Larry Y.;  Zhao, Lin
收藏  |  浏览/下载：122/0  |  提交时间：2021/01/14
stochastic dominance  risk aversion  risk lovingness  higher-order risk preferences  risk taking  
Unambiguous Phosphosite Localization through the Combination of Trypsin and LysargiNase Mirror Spectra in a Large-Scale Phosphoproteome Study 期刊论文
JOURNAL OF PROTEOME RESEARCH, 2020, 卷号: 19, 期号: 6, 页码: 2185-2194
作者:  Xu, Feng;  Yu, Li;  Peng, Xuehui;  Zhang, Junling;  Li, Suzhen;  Liu, Shu;  Yin, Yanan;  An, Zhiwu;  Wang, Fuqiang;  Fu, Yan;  Xu, Ping
收藏  |  浏览/下载：184/0  |  提交时间：2020/09/23
trypsin  LysargiNase  combined spectra  ion coverage  phosphosite localization  PTMiner