Ameya D. Jagtap

机构：Worcester Polytechnic Institute · ORCID：0000-0002-8831-1000

发表论文 67 篇 · 总被引 6341 次 · h-index 18

代表论文

Challenges and advancements in modeling shock fronts with physics-informed neural networks: A review and benchmarking study (2025 · Neurocomputing · 被引 39)
History-Matching of imbibition flow in fractured porous media Using Physics-Informed Neural Networks (PINNs) (2025 · Computer Methods in Applied Mechanics and Engineering · 被引 28)
Anant-Net: Breaking the curse of dimensionality with scalable and interpretable neural surrogate for high-dimensional PDEs (2025 · Computer Methods in Applied Mechanics and Engineering · 被引 11)
On scientific foundation models: Rigorous definitions, key applications, and a comprehensive survey (2026 · Neural Networks · 被引 8)
An approximation theory perspective on machine learning (2026 · Neural Networks · 被引 3)
Intelligent fluid flows: A survey of deep learning methods for turbulent flows, multiphase flows, and combustion (2026 · Neurocomputing · 被引 1)