Time-dependent reliability prediction using transfer learning

Time-dependent concurrent reliability-based design optimization integrating the time-variant B-distance index

(2019) Zhonglai Wang et al.   JOURNAL OF MECHANICAL DESIGN

Time-dependent mechanism reliability analysis based on envelope function and vine-copula function

(2019) Zhihua Wang et al.   MECHANISM AND MACHINE THEORY

A general decoupling approach for time- and space-variant system reliability-based design optimization

(2019) Shui Yu et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Time-variant reliability prediction for dynamic systems using partial information

(2019) Zhonglai Wang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Active Learning Kriging Model Combining With Kernel-Density-Estimation-Based Importance Sampling Method for the Estimation of Low Failure Probability

(2018) Xufeng Yang et al.   JOURNAL OF MECHANICAL DESIGN

A Novel Time-Variant Reliability Analysis Method Based on Failure Processes Decomposition for Dynamic Uncertain Structures

(2018) Shui Yu et al.   JOURNAL OF MECHANICAL DESIGN

A new adaptive sequential sampling method to construct surrogate models for efficient reliability analysis

(2018) Ning-Cong Xiao et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Kriging-based inverse uncertainty quantification of nuclear fuel performance code BISON fission gas release model using time series measurement data

(2018) Xu Wu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Global kriging surrogate modeling for general time-variant reliability-based design optimization problems

(2018) Lara Hawchar et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Time-variant reliability assessment for multiple failure modes and temporal parameters

(2018) Shui Yu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Confidence-Driven Design Optimization Using Gaussian Process Metamodeling With Insufficient Data

(2018) Mingyang Li et al.   JOURNAL OF MECHANICAL DESIGN

Knowledge Transfer Through Machine Learning in Aircraft Design

(2017) Alan Tan Wei Min et al.   IEEE Computational Intelligence Magazine

Transfer Learning based Dynamic Multiobjective Optimization Algorithms

(2017) Min JIANG et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Time-Dependent Reliability Analysis Through Response Surface Method

(2017) Dequan Zhang et al.   JOURNAL OF MECHANICAL DESIGN

Adaptive surrogate model with active refinement combining Kriging and a trust region method

(2017) B. Gaspar et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Confidence-based adaptive extreme response surface for time-variant reliability analysis under random excitation

(2017) Zequn Wang et al.   STRUCTURAL SAFETY

A Single-Loop Kriging Surrogate Modeling for Time-Dependent Reliability Analysis

(2016) Zhen Hu et al.   JOURNAL OF MECHANICAL DESIGN

Time-variant global reliability sensitivity analysis of structures with both input random variables and stochastic processes

(2016) Pengfei Wei et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Semisupervised Transfer Component Analysis for Domain Adaptation in Remote Sensing Image Classification

(2015) Giona Matasci et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Time-Dependent Reliability Analysis Using the Total Probability Theorem

(2015) Zissimos P. Mourelatos et al.   JOURNAL OF MECHANICAL DESIGN

Mixed Efficient Global Optimization for Time-Dependent Reliability Analysis

(2015) Zhen Hu et al.   JOURNAL OF MECHANICAL DESIGN

Transfer learning using computational intelligence: A survey

(2015) Jie Lu et al.   KNOWLEDGE-BASED SYSTEMS

Application of subset simulation in reliability estimation of underground pipelines

(2014) Kong Fah Tee et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

First order reliability method for time-variant problems using series expansions

(2014) Zhen Hu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A Sampling Approach to Extreme Value Distribution for Time-Dependent Reliability Analysis

(2013) Zhen Hu et al.   JOURNAL OF MECHANICAL DESIGN

Time-dependent reliability analysis with joint upcrossing rates

(2013) Zhen Hu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A Nested Extreme Response Surface Approach for Time-Dependent Reliability-Based Design Optimization

(2012) Zequn Wang et al.   JOURNAL OF MECHANICAL DESIGN

Simulation-based time-dependent reliability analysis for composite hydrokinetic turbine blades

(2012) Zhen Hu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Metamodel approach for reliability-based design optimization of a steel catenary riser

(2011) He Zhen Yang et al.   JOURNAL OF MARINE SCIENCE AND TECHNOLOGY

Failure and reliability prediction by support vector machines regression of time series data

(2011) Márcio das Chagas Moura et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Estimating the power potential of tidal currents and the impact of power extraction on flow speeds

(2011) Ross Vennell   RENEWABLE ENERGY

AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation

(2011) B. Echard et al.   STRUCTURAL SAFETY

Domain Adaptation via Transfer Component Analysis

(2010) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING