Paris Perdikaris

机构：California University of Pennsylvania · ORCID：0000-0002-2816-3229

发表论文 160 篇 · 总被引 45277 次 · h-index 51

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)