Enhanced network learning model with intelligent operator for the motion reliability evaluation of flexible mechanism

Anti-disturbance attitude control of flexible spacecraft with quantized states

(2020) Linlin Hou et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Moving extremum surrogate modeling strategy for dynamic reliability estimation of turbine blisk with multi-physics fields

(2020) Cheng Lu et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Multilevel nested reliability-based design optimization with hybrid intelligent regression for operating assembly relationship

(2020) Cheng-Wei Fei et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Active learning method combining Kriging model and multimodal‐optimization‐based importance sampling for the estimation of small failure probability

(2020) Xufeng Yang et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Whole-process design and experimental validation of landing gear lower drag stay with global/local linked driven optimization strategy

(2020) Chengwei FEI et al.   Chinese Journal of Aeronautics

A system reliability analysis method combining active learning Kriging model with adaptive size of candidate points

(2019) Xufeng Yang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Aerodynamic shape optimization using a novel optimizer based on machine learning techniques

(2019) Xinghui Yan et al.   AEROSPACE SCIENCE AND TECHNOLOGY

PSO-BP Neural Network-Based Strain Prediction of Wind Turbine Blades

(2019) Xin Liu et al.   Materials

Fuzzy Multi-SVR Learning Model for Reliability-Based Design Optimization of Turbine Blades

(2019) Chun-Yi Zhang et al.   Materials

Surrogate-based optimization with improved support vector regression for non-circular vent hole on aero-engine turbine disk

(2019) Cheng Yan et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Numerical Solution of Bed Load Transport Equations Using Discrete Least Squares Meshless (DLSM) Method

(2019) Fateme Ebrahimi Erami et al.   APPLIED MATHEMATICAL MODELLING

Adaptive neural network vibration control of a flexible aircraft wing system with input signal quantization

(2019) Shiqi Gao et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Decomposed-coordinated surrogate modeling strategy for compound function approximation in a turbine-blisk reliability evaluation

(2019) Cheng-Wei Fei et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Dynamic surrogate modeling approach for probabilistic creep-fatigue life evaluation of turbine disks

(2019) Lu-Kai Song et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Real-time estimation error-guided active learning Kriging method for time-dependent reliability analysis

(2019) Chen Jiang et al.   APPLIED MATHEMATICAL MODELLING

Improved Decomposed-Coordinated Kriging Modeling Strategy for Dynamic Probabilistic Analysis of Multicomponent Structures

(2019) Cheng Lu et al.   IEEE TRANSACTIONS ON RELIABILITY

Improved Kriging with extremum response surface method for structural dynamic reliability and sensitivity analyses

(2018) Cheng Lu et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Estimates of the coverage of parameter space by Latin Hypercube and Orthogonal Array-based sampling

(2018) D. Donovan et al.   APPLIED MATHEMATICAL MODELLING

Underwater acoustic source localization using generalized regression neural network

(2018) Yun Wang et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Computational framework for multiaxial fatigue life prediction of compressor discs considering notch effects

(2018) Ding Liao et al.   ENGINEERING FRACTURE MECHANICS

UAV aerodynamic design involving genetic algorithm and artificial neural network for wing preliminary computation

(2018) Abdelwahid Boutemedjet et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Transient probabilistic design of flexible multibody system using a dynamic fuzzy neural network method with distributed collaborative strategy

(2018) Lu-Kai Song et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING

A response-surface-based structural reliability analysis method by using non-probability convex model

(2014) Y.C. Bai et al.   APPLIED MATHEMATICAL MODELLING

Pole assignment for control of flexible link mechanisms

(2013) H. Ouyang et al.   JOURNAL OF SOUND AND VIBRATION

A double weighted stochastic response surface method for reliability analysis

(2012) Fenfen Xiong et al.   Journal of Mechanical Science and Technology

Extremum response surface method of reliability analysis on two-link flexible robot manipulator

(2012) Chun-yi Zhang et al.   Journal of Central South University

Short-Term Multinodal Load Forecasting Using a Modified General Regression Neural Network

(2011) Kenji Nose-Filho et al.   IEEE TRANSACTIONS ON POWER DELIVERY

An improved radial basis function network for structural reliability analysis

(2011) H. Z. Dai et al.   Journal of Mechanical Science and Technology

High-order limit state functions in the response surface method for structural reliability analysis

(2007) Henri P. Gavin et al.   STRUCTURAL SAFETY