Author Page for Bin Yang

Accelerated Hardness Optimization of Hfb₂-Sic-X Ultra-High Temperature Ceramics Via Generative Adversarial Network - Enhanced Active Learning

Number of pages: 25 Posted: 18 Mar 2025

Lingyu Wang, Li’an Zhu, Wenjian Guo, Zhen Wang, Bin Yang, Shuxin Bai and Yicong Ye

National University of Defense Technology, National University of Defense Technology - Department of Materials Science and Engineering, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and National University of Defense Technology - Department of Materials Science and Engineering

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Abstract:

2.

Efficient Optimization of Ultra-High Temperature Ceramic Oxidation Resistance Based on Limited Data Via Gan-Enhanced Active Learning

Number of pages: 28 Posted: 20 May 2025

Lingyu Wang, Li’an Zhu, Wenjian Guo, Zhen Wang, Bin Yang, Shuxin Bai and Yicong Ye

National University of Defense Technology, National University of Defense Technology - Department of Materials Science and Engineering, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and National University of Defense Technology - Department of Materials Science and Engineering

Downloads 19 (1,470,786)

Abstract:

3.

Accelerating Multi-Objective Bayesian Optimization of Ablation Resistance and Hardness in Ultra-High-Temperature Ceramics via Data Augmentation-Assisted Dual-Model Prediction Using Generative Adversarial Networks

Number of pages: 38 Posted: 10 Apr 2026

Errui Jiang, Lingyu Wang, Wenjian Guo, Zhen Wang, Bin Yang, Yicong Ye, Shuxin Bai and Li’an Zhu

National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology, National University of Defense Technology and National University of Defense Technology - Department of Materials Science and Engineering

Downloads 9 (1,566,597)

Bin Yang

National University of Defense Technology

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Scholarly Papers (3)

Accelerated Hardness Optimization of Hfb₂-Sic-X Ultra-High Temperature Ceramics Via Generative Adversarial Network - Enhanced Active Learning

Abstract:

Efficient Optimization of Ultra-High Temperature Ceramic Oxidation Resistance Based on Limited Data Via Gan-Enhanced Active Learning

Abstract:

Accelerating Multi-Objective Bayesian Optimization of Ablation Resistance and Hardness in Ultra-High-Temperature Ceramics via Data Augmentation-Assisted Dual-Model Prediction Using Generative Adversarial Networks

Abstract: