Paris Perdikaris
ORCID：0000-0002-2816-3229
发表论文 160 篇 · 总被引 42288 次 · h-index 53
代表论文
- A foundation model for the Earth system (2025 · Nature · 被引 172)
- Micrometer: Micromechanics transformer for predicting full field mechanical responses of heterogeneous materials (2025 · Computer Methods in Applied Mechanics and Engineering · 被引 8)
- Gradient Alignment in Physics-informed Neural Networks: A Second-Order Optimization Perspective (2025 · 被引 8)
- Composite Bayesian Optimization in function spaces using NEON—Neural Epistemic Operator Networks (2024 · Scientific Reports · 被引 7)
- 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)