Sifan Wang
机构：APT Foundation · ORCID：0000-0002-7721-6884
发表论文 54 篇 · 总被引 15424 次 · h-index 18
代表论文
- Sharp-PINNs: Staggered hard-constrained physics-informed neural networks for phase field modelling of corrosion (2025 · Computer Methods in Applied Mechanics and Engineering · 被引 17)
- Micrometer: Micromechanics transformer for predicting full field mechanical responses of heterogeneous materials (2025 · Computer Methods in Applied Mechanics and Engineering · 被引 8)
- Surrogate modeling of multi-dimensional premixed and non-premixed combustion using pseudo-time stepping physics-informed neural networks (2024 · Physics of Fluids · 被引 8)
- Micrometer: Micromechanics Transformer for Predicting Mechanical Responses of Heterogeneous Materials (2025 · SSRN Electronic Journal · 被引 4)
- Disk2Planet: A Robust and Automated Machine Learning Tool for Parameter Inference in Disk–Planet Systems (2024 · The Astrophysical Journal · 被引 4)
- Physics-Informed Fourier-DeepONet for a generalized eikonal solution (2025 · Computers & Geosciences · 被引 3)