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zhangtaorex/README.md

Hi there, I'm Tao Zhang (Rex) 👋

Ph.D. Candidate in Solid Mechanics @ Wuhan University (WHU)

🚀 AI for Science | 🏗️ Composite Structures | ⚛️ Molecular Dynamics

Email

🧐 About Me

我是一名专注于 固体力学 与 人工智能 交叉领域的研究者。致力于利用深度学习（Deep Learning）与多目标优化算法解决传统力学中的复杂问题。

  • 🔭 Current Focus:
    • DeepILP: 开发基于深度学习的原子间层状势函数，用于分子动力学模拟。
    • Composite Optimization: 利用 PNN 和 NSGA-III 算法进行复合材料加筋板的屈曲载荷预测与轻量化设计。
  • 🌱 Learning: Modern C++ (for HPC), Quantum Mechanics.
  • 💬 Ask me about:
    • AI-assisted Mechanics (PNN, LSTM, Transformer)
    • Finite Element Method (ABAQUS & Python scripting)
    • Multi-objective Optimization (NSGA-II/III)

📝 Selected Publications

  • Multi-objective optimization of composite stiffened panels for mass and buckling load using PNN-NSGA-III algorithm and TOPSIS method
    Tao Zhang, et al.
    Published in Thin-Walled Structures (2025). volume 209, 112878

  • Parallel neural network feature extraction method for predicting buckling load of composite stiffened panels
    Tao Zhang, et al.
    Published in Thin-Walled Structures (2024). volume 199, 111797

    • 🛠️ Tech Stack & Research Tools

    Programming & AI

    Simulation & Engineering

    Productivity

    📊 GitHub Analytics

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