grant
Generalization Capabilities of Machine Learning for Solving Multiple Partial Differential Equations
Organization University of California-Los AngelesLocation LOS ANGELES, United StatesPosted 1 Oct 2026Deadline 30 Sept 2029
NSFUS FederalResearch GrantScience FoundationCA
Description preview
This project develops a rigorous theoretical foundation for multi-operator learning, providing a mathematical framework to understand how neural networks can efficiently learn across collections of complex physical systems. Artificial intelligence (AI) research, and in particular deep learning, has made recent advances in scientific computing,…
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