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2025 ICML ICML 2025

Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Congcong Zhu, Xiaoyan Xu, Jiayue Han, Jingrun Chen

Topics

Artificial Intelligence > Core AI > Foundation Models Machine Learning > Learning Types > Self-Supervised Learning Deep Learning > Architectures > Neural Networks

Keywords

out-of-distribution data shortcut problem auto-regressive pde foundation models inverse problem solving physics-informed temporal alignment (pita) self-supervised learning framework
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