Guangyan Liu

发表论文 7 篇 · 总被引 103 次 · h-index 2

代表论文

• M‐PINN: A mesh‐based physics‐informed neural network for linear elastic problems in solid mechanics (2024 · International Journal for Numerical Methods in Engineering · 被引 106)
• MCNN-DIC: a mechanical constraints-based digital image correlation by a neural network approach. (2023 · Applied Optics · 被引 6)
• Study on data-driven inverse identification of structural parameters for large-scale structures (2025 · European Journal of Mechanics - A/Solids · 被引 1)
• Inverse identification of multiple constitutive parameters of composites utilizing physics-informed neural networks (2026 · Composite structures)
• CoPR-DTO: collaboratively driven and periodically recalibrated dynamic topology optimization (2026 · International Conference on Pattern Recognition and Image Analysis)
• Directional wave control via elastic anisotropy in mechanical metamaterials (2026 · Journal of applied mechanics)