Yorgos M. Psarellis

机构：Sanofi (France), Massachusetts Institute of Technology · ORCID：0000-0003-2540-0505

发表论文 25 篇 · 总被引 129 次 · h-index 6

代表论文

• Learning black- and gray-box chemotactic PDEs/closures from agent based Monte Carlo simulation data (2023 · Journal of Mathematical Biology · 被引 31)
• Application of Machine Learning and Mechanistic Modeling to Predict Intravenous Pharmacokinetic Profiles in Humans (2025 · Journal of Medicinal Chemistry · 被引 27)
• Writing the Programs of Programmable Catalysis (2023 · ACS Catalysis · 被引 25)
• From partial data to out-of-sample parameter and observation estimation with diffusion maps and geometric harmonics (2023 · Computers & Chemical Engineering · 被引 13)
• Physics-agnostic and physics-infused machine learning for thin films flows: modelling, and predictions from small data (2023 · Journal of Fluid Mechanics · 被引 12)
• Data-driven Discovery of Chemotactic Migration of Bacteria via Machine Learning (2022 · arXiv (Cornell University) · 被引 7)