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Numerical computation of probabilities for nonlinear SDEs in high dimension using Kolmogorov equation br 期刊论文
APPLIED MATHEMATICS AND COMPUTATION, 2023, 卷号: 436, 页码: 17
Authors:  Flandoli, Franco;  Luo, Dejun;  Ricci, Cristiano
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High dimensional Kolmogorov equation  Numerical solution  Iteration scheme  Gaussian process  
DRVN (deep random vortex network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows 期刊论文
PHYSICS OF FLUIDS, 2022, 卷号: 34, 期号: 10, 页码: 21
Authors:  Zhang, Rui;  Hu, Peiyan;  Meng, Qi;  Wang, Yue;  Zhu, Rongchan;  Chen, Bingguang;  Ma, Zhi-Ming;  Liu, Tie-Yan
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Monte Carlo fPINNs: Deep learning method for forward and inverse problems involving high dimensional fractional partial differential equations 期刊论文
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 卷号: 400, 页码: 17
Authors:  Guo, Ling;  Wu, Hao;  Yu, Xiaochen;  Zhou, Tao
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Physics -informed neural networks  Fractional Laplacian  Nonlocal operators  Uncertainty quantification  
Frequency response-based decoupling tuning for feedforward compensation ADRC of distributed parameter systems 期刊论文
CONTROL ENGINEERING PRACTICE, 2022, 卷号: 126, 页码: 11
Authors:  Liu, Shaojie;  Zhang, Yu-Long;  Xue, Wenchao;  Shi, Gengjin;  Zhu, Min;  Li, Donghai
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Distributed parameter systems  Two-degree-of-freedom control  Active disturbance rejection control  Frequency response-based tuning  Feedforward compensation  Nyquist criterion  Monte Carlo method  Control of water channel  Control of magnetic levitation  
Confidence intervals for zero-inflated gamma distribution 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2022, 页码: 18
Authors:  Wang, Xiao;  Li, Min;  Sun, Weina;  Gao, Zheng;  Li, Xinmin
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Confidence interval  Fiducial inference  Method of variance of estimates recovery (MOVER)  Parametric bootstrap  Zero-inflated gamma distribution  
A spectral method for stochastic fractional PDEs using dynamically-orthogonal/bi-orthogonal decomposition 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 461, 页码: 17
Authors:  Zhao, Yue;  Mao, Zhiping;  Guo, Ling;  Tang, Yifa;  Karniadakis, George Em
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Uncertainty quantification  Anomalous transport  Quasi Monte Carlo simulation  Generalized polynomial chaos  Long-time integration  Poly-fractonomials  
BiTSC2: Bayesian inference of tumor clonal tree by joint analysis of single-cell SNV and CNA data 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 页码: 12
Authors:  Chen, Ziwei;  Gong, Fuzhou;  Wan, Lin;  Ma, Liang
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single-cell DNA sequencing  intra-tumor heterogeneity  single nucleotide variation  copy number alteration  Bayesian modeling  cancer evolution  
Fiducial inference on gamma distributions: two-sample problems with multiple detection limits 期刊论文
ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 2022, 页码: 23
Authors:  Wang, Xiao;  Li, Xinmin;  Zhang, Ling;  Liu, Zhirun;  Li, Min
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Confidence intervals  Detection limits  Fiducial approach  Maximum likelihood estimates  Tolerance limits  
Modeling Dense Star Clusters in the Milky Way and beyond with the Cluster Monte Carlo Code 期刊论文
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2022, 卷号: 258, 期号: 2, 页码: 21
Authors:  Rodriguez, Carl L.;  Weatherford, Newlin C.;  Coughlin, Scott C.;  Amaro-Seoane, Pau;  Breivik, Katelyn;  Chatterjee, Sourav;  Fragione, Giacomo;  Kiroglu, Fulya;  Kremer, Kyle;  Rui, Nicholas Z.;  Ye, Claire S.;  Zevin, Michael;  Rasio, Frederic A.
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AN EFFICIENT MULTIMODES MONTE CARLO HOMOGENIZATION METHOD FOR RANDOM MATERIALS 期刊论文
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2022, 卷号: 44, 期号: 3, 页码: A1752-A1774
Authors:  Yang, Zihao;  Huang, Jizu;  Feng, Xiaobing;  Guan, Xiaofei
Favorite  |  View/Download：20/0  |  Submit date：2023/02/07
stochastic homogenization  multimodes Monte Carlo method  finite element method  convergence and error estimates  random composite materials