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Yicong Ye

National University of Defense Technology

Changsha Hunan, 410073

China

  • National University of Defense Technology

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Scholarly Papers (1)

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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
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Abstract:

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Ultra-high-temperature ceramics, Ablation resistance, Hardness, machine learning, Multi-objective optimization, Data augmentation