Mingyang Li

发表

An Equivalent Reliability Index Approach for Surrogate Model-based RBDO

Pingfeng Wang, Zequn Wang, Mingyang Li, 2019, AIAA Scitech 2019 Forum.

Active Resource Allocation for Reliability Analysis With Model Bias Correction

Zequn Wang, Mingyang Li, Zequn Wang, 2019, Journal of Mechanical Design.

Himawari-8/AHI Aerosol Optical Depth Detection Based on Machine Learning Algorithm

Liangfu Chen, J. Tao, Zhibao Wang, 2022, Remote. Sens..

Deep reliability learning with latent adaptation for design optimization under uncertainty

Zequn Wang, Mingyang Li, 2022, Computer Methods in Applied Mechanics and Engineering.

Time-variant reliability-based design optimization using sequential kriging modeling

Zequn Wang, Mingyang Li, Guangxing Bai, 2018, Structural and Multidisciplinary Optimization.

Multi-level information aggregation for reliability assurance of hierarchical systems

Mingyang Li, Mingyang Li, 2015 .

Time-variant reliability-based design optimization using sequential kriging modeling

Zequn Wang, Mingyang Li, Guangxing Bai, 2018 .

Sequential Kriging optimization for time-variant reliability-based design involving stochastic processes

Mingyang Li, Zequn Wang, Zequn Wang, 2017, Design Automation Conference.

Reliability-Based Multifidelity Optimization Using Adaptive Hybrid Learning

Mingyang Li, Zequn Wang, Zequn Wang, 2020 .

Heterogeneous uncertainty quantification using Bayesian inference for simulation-based design optimization

Mingyang Li, Zequn Wang, Zequn Wang, 2020 .

Surrogate model uncertainty quantification for reliability-based design optimization

Zequn Wang, Mingyang Li, Zequn Wang, 2019, Reliab. Eng. Syst. Saf..

LSTM-augmented deep networks for time-variant reliability assessment of dynamic systems

Mingyang Li, Zequn Wang, Zequn Wang, 2022, Reliab. Eng. Syst. Saf..

Deep learning for high-dimensional reliability analysis

Mingyang Li, Zequn Wang, Zequn Wang, 2020 .

An LSTM-Based Ensemble Learning Approach for Time-Dependent Reliability Analysis

Zequn Wang, Mingyang Li, Zequn Wang, 2021 .

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

Zequn Wang, Mingyang Li, Zequn Wang, 2018, Journal of Mechanical Design.

Semi-supervised deep learning for high-dimensional uncertainty quantification pdf

Mingyang Li, Zequn Wang, Zequn Wang, 2020, Volume 11A: 46th Design Automation Conference (DAC).

High-dimensional Reliability Analysis Using Deep Neural Networks

Mingyang Li, Zequn Wang, Zequn Wang, 2020 .