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NeuralEE: A GPU-Accelerated Elastic Embedding Dimensionality Reduction Method for Visualizing Large-Scale scRNA-Seq Data 期刊论文
FRONTIERS IN GENETICS, 2020, 卷号: 11, 页码: 8
Authors:  Xiong, Jiankang;  Gong, Fuzhou;  Wan, Lin;  Ma, Liang
Favorite  |  View/Download:62/0  |  Submit date:2021/01/14
single-cell RNA sequencing  elastic embedding  neural networks  large-scale  stochastic optimization  parametric models  generalizable models  
A multi-granularity heterogeneous combination approach to crude oil price forecasting 期刊论文
ENERGY ECONOMICS, 2020, 卷号: 91, 页码: 9
Authors:  Wang, Jue;  Zhou, Hao;  Hong, Tao;  Li, Xiang;  Wang, Shouyang
Favorite  |  View/Download:50/0  |  Submit date:2021/01/14
Crude oil Price  Forecast combination  Feature selection  Multi-granularity  Artificial bee colony  
A second-order and nonuniform time-stepping maximum-principle preserving scheme for time-fractional Allen-Cahn equations 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2020, 卷号: 414, 页码: 16
Authors:  Liao, Hong-lin;  Tang, Tao;  Zhou, Tao
Favorite  |  View/Download:59/0  |  Submit date:2020/06/30
Time-fractional Allen-Cahn equation  Alikhanov formula  Adaptive time-stepping strategy  Discrete maximum principle  Sharp error estimate  
Unsupervised topological alignment for single-cell multi-omics integration 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 页码: 48-56
Authors:  Cao, Kai;  Bai, Xiangqi;  Hong, Yiguang;  Wan, Lin
Favorite  |  View/Download:38/0  |  Submit date:2021/01/14
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
Authors:  Xu, Feng;  Yu, Li;  Peng, Xuehui;  Zhang, Junling;  Li, Suzhen;  Liu, Shu;  Yin, Yanan;  An, Zhiwu;  Wang, Fuqiang;  Fu, Yan;  Xu, Ping
Favorite  |  View/Download:77/0  |  Submit date:2020/09/23
trypsin  LysargiNase  combined spectra  ion coverage  phosphosite localization  PTMiner  
Constructing Least-Squares Polynomial Approximations 期刊论文
SIAM REVIEW, 2020, 卷号: 62, 期号: 2, 页码: 483-508
Authors:  Guo, Ling;  Narayan, Akil;  Zhou, Tao
Favorite  |  View/Download:46/0  |  Submit date:2020/09/23
least-squares approximations  optimal sampling  polynomial approximations  
Large-scale Identification of N-linked Intact Glycopeptides in Human Serum using HILIC Enrichment and Spectral Library Search 期刊论文
MOLECULAR & CELLULAR PROTEOMICS, 2020, 卷号: 19, 期号: 4, 页码: 672-689
Authors:  Shu, Qingbo;  Li, Mengjie;  Shu, Lian;  An, Zhiwu;  Wang, Jifeng;  Lv, Hao;  Yang, Ming;  Cai, Tanxi;  Hu, Tony;  Fu, Yan;  Yang, Fuquan
Favorite  |  View/Download:83/0  |  Submit date:2020/05/24
A Branch Point on Differentiation Trajectory is the Bifurcating Event Revealed by Dynamical Network Biomarker Analysis of Single-Cell Data 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 366-375
Authors:  Chen, Ziwei;  Bai, Xiangqi;  Ma, Liang;  Wang, Xiawei;  Liu, Xiuqin;  Liu, Yuting;  Chen, Luonan;  Wan, Lin
Favorite  |  View/Download:67/0  |  Submit date:2020/05/24
Trajectory  Heuristic algorithms  Mice  Correlation  Reactive power  Pseudo temporal trajectory  branch point  DNB theory  reconstruction  single-cell data  bifurcation  dynamical system  
THE QUADRATIC SPECHT TRIANGLE 期刊论文
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2020, 卷号: 38, 期号: 1, 页码: 103-124
Authors:  Li, Hongliang;  Ming, Pingbing;  Shi, Zhongci
Favorite  |  View/Download:53/0  |  Submit date:2020/05/24
Specht triangle  Plate bending element  Basis functions  
ON ENERGY STABLE, MAXIMUM-PRINCIPLE PRESERVING, SECOND-ORDER BDF SCHEME WITH VARIABLE STEPS FOR THE ALLEN-CAHN EQUATION 期刊论文
SIAM JOURNAL ON NUMERICAL ANALYSIS, 2020, 卷号: 58, 期号: 4, 页码: 2294-2314
Authors:  Liao, Hong-lin;  Tang, Tao;  Zhou, Tao
Favorite  |  View/Download:39/0  |  Submit date:2021/01/14
Allen-Cahn equation  nonuniform BDF2 scheme  energy stability  discrete maximum principle  convergence analysis