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Physics-Informed Neural Networks and Extensions
- Publication Year :
- 2024
-
Abstract
- In this paper, we review the new method Physics-Informed Neural Networks (PINNs) that has become the main pillar in scientific machine learning, we present recent practical extensions, and provide a specific example in data-driven discovery of governing differential equations.<br />Comment: Frontiers of Science Awards 2024
- Subjects :
- Computer Science - Machine Learning
Computer Science - Artificial Intelligence
Subjects
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2408.16806
- Document Type :
- Working Paper