1.
Efficient Spectral Stochastic Finite Element Methods for Helmholtz..
[1739]
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2.
An adaptive reduced basis ANOVA method forhigh-dimensional Bayesia..
[1017]
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3.
Tensor Train Random Projection
[926]
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4.
An Adaptive Hybrid Spectral Method for Stochastic Helmholtz Proble..
[917]
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5.
Convergence analysis of Galerkin finite element approximations to ..
[895]
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6.
A Hierarchical Neural Hybrid Method for Failure Probability Estima..
[845]
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7.
Rank adaptive tensor recovery based model reduction for partial di..
[810]
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8.
Adaptive deep density approximation for Fokker-Planck equations
[683]
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9.
A DOMAIN DECOMPOSITION APPROACH FOR UNCERTAINTY ANALYSIS
[670]
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10.
Bayesian Aerosol Retrieval-Based PM2.5 Estimation through Hierarch..
[662]
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11.
A Stochastic Discrete Empirical Interpolation Approach for Paramet..
[651]
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12.
ANOVA Gaussian process modeling for high -dimensional stochastic c..
[619]
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13.
Multi-Layer Model Enabled Fault Location for Underground Cables in..
[532]
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14.
Rank-Adaptive Tensor Completion Based on Tucker Decomposition
[528]
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15.
Time-Domain Transmission Line Fault Location Method With Full Cons..
[526]
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16.
Reduced basis stochastic Galerkin methods for partial differential..
[519]
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17.
VI-DGP: A Variational Inference Method with Deep Generative Prior ..
[496]
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18.
Reduced basis ANOVA methods for partial differential equations wit..
[476]
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19.
Robin-type domain decomposition with stabilized mixed approximatio..
[473]
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20.
D3M: A Deep Domain Decomposition Method for Partial Differential E..
[418]
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21.
Stochastic Finite Element Methods with the Euclidean Degree for Pa..
[412]
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22.
Domain-decomposed Bayesian inversion based on local Karhunen-Loèv..
[396]
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23.
Gaussian Process Based Expected Information Gain Computation for B..
[391]
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24.
Robust stabilized Stokes approximation methods for highly stretche..
[344]
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25.
Reduced Basis Collocation Methods for Partial Differential Equatio..
[337]
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26.
DEEP NEURAL NETWORK BASED ADAPTIVE LEARNING FOR SWITCHED SYSTEMS
[332]
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27.
Erratum: Robust stabilized Stokes approximation methods for highly..
[318]
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28.
Frequency noise reduction of delay-coupled quantum cascade lasers
[315]
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29.
A deep domain decomposition method based on Fourier features
[314]
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30.
An Adaptive ANOVA Stochastic Galerkin Method for Partial Different..
[309]
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31.
Adaptive Deep Density Approximation for Stochastic Dynamical Syste..
[302]
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32.
基于深度流模型的分布式高维不确定性量化方法
[295]
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33.
Dimension-reduced KRnet maps for high-dimensional Bayesian inverse..
[283]
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34.
LOCALIZED STOCHASTIC GALERKIN METHODS FOR HELMHOLTZ PROBLEMS CLOSE..
[273]
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35.
A domain-decomposed VAE method for Bayesian inverse problems
[239]
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36.
An adaptive Gaussian process method for multi-modal Bayesian inver..
[232]
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37.
含随机参数的偏微分方程的自适应高斯过程求解器
[226]
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38.
A conditional normalizing flow for domain decomposed uncertainty q..
[223]
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39.
Streaming probabilistic tensor train decomposition
[210]
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40.
Deep density estimation via invertible block-triangular mapping
[171]
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41.
An invertible neural network approach for unknown dynamical system..
[74]
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42.
D-LUT: Photorealistic Style Transfer via Diffusion Process
[37]
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