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Molecular Sparse Representation by a 3D Ellipsoid Radial Basis Function Neural Network via L1 Regularization 期刊论文
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2020, 卷号: 60, 期号: 12, 页码: 6054-6064
作者:  Gui, Sheng;  Chen, Zhaodi;  Lu, Benzhuo;  Chen, Minxin
收藏  |  浏览/下载：131/0  |  提交时间：2021/04/26
Knowledge-guided unsupervised rhetorical parsing for text summarization 期刊论文
INFORMATION SYSTEMS, 2020, 卷号: 94, 页码: 12
作者:  Hou, Shengluan;  Lu, Ruqian
收藏  |  浏览/下载：165/0  |  提交时间：2021/01/14
Automatic text summarization  Rhetorical structure theory  Domain knowledge base  Attentional encoder-decoder  Natural language processing  
Improved Ion Transport in Hydrogel-Based Nanofluidics for Osmotic Energy Conversion 期刊论文
ACS CENTRAL SCIENCE, 2020, 卷号: 6, 期号: 11, 页码: 2097-2104
作者:  Chen, Weipeng;  Zhang, Qianru;  Qian, Yongchao;  Xin, Weiwen;  Hao, Dezhao;  Zhao, Xiaolu;  Zhu, Congcong;  Kong, Xiang-Yu;  Lu, Benzhuo;  Jiang, Lei;  Wen, Liping
收藏  |  浏览/下载：150/0  |  提交时间：2021/04/26
An Improvement of the Rational Representation for High-Dimensional Systems 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 18
作者:  Xiao, Fanghui;  Lu, Dong;  Ma, Xiaodong;  Wang, Dingkang
收藏  |  浏览/下载：144/0  |  提交时间：2021/01/14
Comprehensive Grobner systems  high-dimensional polynomial system  rational representation  rational univariate representation  
Leader-following consensus of multi-agent systems under antagonistic networks 期刊论文
NEUROCOMPUTING, 2020, 卷号: 413, 页码: 339-347
作者:  Wang, Qianyao;  Liu, Kexin;  Wang, Xiong;  Wu, Lulu;  Lu, Jinhu
收藏  |  浏览/下载：146/0  |  提交时间：2021/01/14
Multi-agent systems  Signed graph  Bipartite consensus  Adaptive regulation  
Model reduction-based initialization methods for solving the Poisson-Nernst-Plank equations in three-dimensional ion channel simulations 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2020, 卷号: 419, 页码: 18
作者:  Zhang, Qianru;  Gui, Sheng;  Li, Hongliang;  Lu, Benzhuo
收藏  |  浏览/下载：151/0  |  提交时间：2021/04/26
Reduced model  Poisson-Nernst-Planck  Smoluchowski-Poisson-Boltzmann  Initialization  Linear approximation of PNP model  Finite element method  
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：118/0  |  提交时间：2021/01/14
Neural networks  Generalization error  Learnability  Data distribution  Cover complexity  Neural network smoothness  
On semi-supervised multiple representation behavior learning 期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2020, 卷号: 46, 页码: 17
作者:  Lu, Ruqian;  Hou, Shengluan
收藏  |  浏览/下载：142/0  |  提交时间：2021/04/26
Semi-supervised learning  Semi-supervised multiple representation behavior learning  Semi-supervised grammar learning  
Improved Ion Transport and High Energy Conversion through Hydrogel Membrane with 3D Interconnected Nanopores 期刊论文
NANO LETTERS, 2020, 卷号: 20, 期号: 8, 页码: 5705-5713
作者:  Chen, Weipeng;  Wang, Qin;  Chen, Jianjun;  Zhang, Qianru;  Zhao, Xiaolu;  Qian, Yongchao;  Zhu, Congcong;  Yang, Linsen;  Zhao, Yuanyuan;  Kong, Xiang-Yu;  Lu, Benzhuo;  Jiang, Lei;  Wen, Liping
收藏  |  浏览/下载：157/0  |  提交时间：2020/10/12
ion transport  hydrogel  3D interconnected nanopore  high ion flux  energy conversion  
Approximating the tau-relaxed soft capacitated facility location problem 期刊论文
JOURNAL OF COMBINATORIAL OPTIMIZATION, 2020, 页码: 13
作者:  Han, Lu;  Xu, Dachuan;  Xu, Yicheng;  Zhang, Dongmei
收藏  |  浏览/下载：131/0  |  提交时间：2020/09/23
Facility location problem  Relaxed triangle inequality  Soft capacitated  Approximation algorithm  Primal-dual