Yizheng Wang

机构：Bauhaus-Universität Weimar, Tsinghua University · ORCID：0000-0002-3899-7008

发表论文 68 篇 · 总被引 1423 次 · h-index 17

代表论文

• Variational Physics-informed Neural Operator (VINO) for solving partial differential equations (2025 · Computer Methods in Applied Mechanics and Engineering · 被引 194)
• Explainable machine learning for multiscale thermal conductivity modeling in polymer nanocomposites with uncertainty quantification (2025 · Composite Structures · 被引 58)
• Energy-based physics-informed neural network for frictionless contact problems under large deformation (2025 · Computer Methods in Applied Mechanics and Engineering · 被引 54)
• Transfer Learning in Physics‐Informed Neurals Networks: Full Fine‐Tuning, Lightweight Fine‐Tuning, and Low‐Rank Adaptation (2025 · International journal of mechanical system dynamics · 被引 53)
• Towards the future of physics- and data-guided AI frameworks in computational mechanics (2025 · Acta Mechanica Sinica · 被引 32)
• Applications of scientific machine learning for the analysis of functionally graded porous beams (2024 · Neurocomputing · 被引 31)