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Adaptive deep density approximation for Fokker-Planck equations
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 457
Authors:
Tang, Kejun
;
Wan, Xiaoliang
;
Liao, Qifeng
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View/Download:53/15
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Submit date:2022/03/04
Deep learning
Iterative methods
Numerical methods
Probability density function
Stochastic systems
Deep learning
Density approximations
Density estimation
Flow based
Flow-based generative model
Fokker-Planck-equation
Generative model
High-dimensional
Higher-dimensional
Steady state
A Stochastic Discrete Empirical Interpolation Approach for Parameterized Systems
期刊论文
SYMMETRY-BASEL, 2022, 卷号: 14, 期号: 3
Authors:
Cai, Daheng
;
Yao, Chengbin
;
Liao, Qifeng
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View/Download:14/8
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Submit date:2022/04/12
approximation theory
discrete empirical interpolation method
empirical interpolation method
variable separation
Multi-Layer Model Enabled Fault Location for Underground Cables in MMC-HVDC Grids Considering Distributed and Frequency Dependent Line Parameters
期刊论文
IEEE TRANSACTIONS ON POWER DELIVERY, 2021
Authors:
Dayou Lu
;
Yu Liu
;
Jiahao Xie
;
Binglin Wang
;
Qifeng Liao
Adobe PDF(6315Kb)
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View/Download:48/0
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Submit date:2021/12/01
LOCALIZED STOCHASTIC GALERKIN METHODS FOR HELMHOLTZ PROBLEMS CLOSE TO RESONANCE
期刊论文
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION, 2021, 卷号: 11, 期号: 5, 页码: 77-99
Authors:
Wang, Guanjie
;
Xue, Fei
;
Liao, Qifeng
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View/Download:56/0
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Submit date:2021/06/18
Helmholtz equations
uncertainty quantification
multi-element generalized polynomial chaos
iterative solvers
Frequency noise reduction of delay-coupled quantum cascade lasers
期刊论文
OPTICS EXPRESS, 2021, 卷号: 29, 期号: 6, 页码: 9030-9042
Authors:
Zhou, Xiang-Yu
;
Wang, Xing-Guang
;
Zhao, Bin-Bin
;
Liao, Qi-Feng
;
Wang, Cheng
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View/Download:37/0
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Submit date:2021/11/25
Time-Domain Transmission Line Fault Location Method With Full Consideration of Distributed Parameters and Line Asymmetry
期刊论文
IEEE TRANSACTIONS ON POWER DELIVERY, 2020, 卷号: 35, 期号: 6, 页码: 2651-2662
Authors:
Lu, Dayou
;
Liu, Yu
;
Liao, Qifeng
;
Wang, Binglin
;
Huang, Wentao
Adobe PDF(2882Kb)
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View/Download:64/0
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Submit date:2021/04/01
Fault location
Power transmission lines
Transmission line measurements
Mathematical model
Time-domain analysis
Transmission line matrix methods
Voltage measurement
Time-domain fault location
distributed transmission line model
line asymmetry
short data window
IEC 61850
An Adaptive Hybrid Spectral Method for Stochastic Helmholtz Problems
期刊论文
NUMERICAL MATHEMATICS-THEORY METHODS AND APPLICATIONS, 2020, 卷号: 13, 期号: 4, 页码: 1007-1026
Authors:
Wang, Guanjie
;
Liao, Qifeng
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Adobe PDF(266Kb)
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View/Download:286/68
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Submit date:2020/07/06
Uncertainty quantification
generalized polynomial chaos
spectral elements
Helmholtz equations
ANOVA Gaussian process modeling for high -dimensional stochastic computational models
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2020, 卷号: 416
Authors:
Chen, Chen
;
Liao, Qifeng
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View/Download:101/28
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Submit date:2020/11/02
Stochastic Finite Element Methods with the Euclidean Degree for Partial Differential Equations with Random Inputs
会议论文
2020 CHINESE CONTROL AND DECISION CONFERENCE (CCDC), Hefei, China, 22-24 Aug. 2020
Authors:
Qiong Huang
;
Ke Li
;
Guanjie Wang
;
Qifeng Liao
;
Xin Du
Adobe PDF(129Kb)
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View/Download:153/13
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Submit date:2020/03/23
Stochastic processes
Finite element analysis
Electronic mail
Partial differential equations
Chaos
Mathematical model
Convergence
stochastic finite element methods
partial differential equations with random inputs
Euclidean degree
Rank adaptive tensor recovery based model reduction for partial differential equations with high-dimensional random inputs
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2020, 卷号: 409
Authors:
Tang, Kejun
;
Liao, Qifeng
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View/Download:159/49
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Submit date:2020/04/20
Tensor recovery
Model reduction
PDEs
Uncertainty quantification