相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Active learning and active subspace enhancement for PDEM-based high-dimensional reliability analysis
Tong Zhou et al.
STRUCTURAL SAFETY (2021)
Cluster Analysis of Earthquake Ground-Motion Records and Characteristic Period of Seismic Response Spectrum
Yanqiong Ding et al.
JOURNAL OF EARTHQUAKE ENGINEERING (2020)
Generalized F-discrepancy-based point selection strategy for dependent random variables in uncertainty quantification of nonlinear structures
Junyi Yang et al.
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING (2020)
Structural reliability analysis via dimension reduction, adaptive sampling, and Monte Carlo simulation
Tong Zhou et al.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2020)
Kernel principal component analysis-based Gaussian process regression modelling for high-dimensional reliability analysis
Tong Zhou et al.
COMPUTERS & STRUCTURES (2020)
EXTENDING CLASSICAL SURROGATE MODELING TO HIGH DIMENSIONS THROUGH SUPERVISED DIMENSIONALITY REDUCTION: A DATA-DRIVEN APPROACH
Christos Lataniotis et al.
INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION (2020)
An efficient reliability method combining adaptive global metamodel and probability density evolution method
Tong Zhou et al.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2019)
Two-stage dimension reduction method for meta-model based slope reliability analysis in spatially variable soils
Dian-Qing Li et al.
STRUCTURAL SAFETY (2019)
A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design
Haitao Liu et al.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION (2018)
Sliced inverse regression-based sparse polynomial chaos expansions for reliability analysis in high dimensions
Qiujing Pan et al.
RELIABILITY ENGINEERING & SYSTEM SAFETY (2017)
A Taylor Expansion-Based Adaptive Design Strategy for Global Surrogate Modeling With Applications in Groundwater Modeling
Shaoxing Mo et al.
WATER RESOURCES RESEARCH (2017)
Gaussian processes with built-in dimensionality reduction: Applications to high-dimensional uncertainty propagation
Rohit Tripathy et al.
JOURNAL OF COMPUTATIONAL PHYSICS (2016)
Principal component analysis: a review and recent developments
Ian T. Jolliffe et al.
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2016)
Exact stationary solutions to Fokker-Planck-Kolmogorov equation for oscillators using a new splitting technique and a new class of stochastically equivalent systems
K. I. Mamis et al.
PROBABILISTIC ENGINEERING MECHANICS (2016)
A GF-discrepancy for point selection in stochastic seismic response analysis of structures with uncertain parameters
Jianbing Chen et al.
STRUCTURAL SAFETY (2016)
Nonlinear Response of Structures Subjected to Stochastic Excitations via Probability Density Evolution Method
Yongbo Peng et al.
ADVANCES IN STRUCTURAL ENGINEERING (2014)
ACTIVE SUBSPACE METHODS IN THEORY AND PRACTICE: APPLICATIONS TO KRIGING SURFACES
Paul G. Constantine et al.
SIAM JOURNAL ON SCIENTIFIC COMPUTING (2014)
Reliability assessment in structural dynamics
B. Goller et al.
JOURNAL OF SOUND AND VIBRATION (2013)
Advances of the probability density evolution method for nonlinear stochastic systems
Jie Li et al.
PROBABILISTIC ENGINEERING MECHANICS (2012)
An efficient methodology for modeling complex computer codes with Gaussian processes
Amandine Marrel et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2008)
The extreme value distribution and dynamic reliability analysis of nonlinear structures with uncertain parameters
Jlan-Bing Chen et al.
STRUCTURAL SAFETY (2007)
The equivalent extreme-value event and evaluation of the structural system reliability
Jie Li et al.
STRUCTURAL SAFETY (2007)
Reducing the dimensionality of data with neural networks
G. E. Hinton et al.
SCIENCE (2006)
Diffusion maps
Ronald R. Coifman et al.
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS (2006)
Probability density evolution method for dynamic response analysis of structures with uncertain parameters
J Li et al.
COMPUTATIONAL MECHANICS (2004)
The Wiener-Askey polynomial chaos for stochastic differential equations
DB Xiu et al.
SIAM JOURNAL ON SCIENTIFIC COMPUTING (2002)
Estimation of small failure probabilities in high dimensions by subset simulation
SK Au et al.
PROBABILISTIC ENGINEERING MECHANICS (2001)
分享论文
