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2025 ICML ICML 2025

Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators

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.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Ze Cheng, Zhuoyu Li, Wang Xiaoqiang, Jianing Huang, Zhizhou Zhang, Zhongkai Hao, Hang Su

Topics

Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Neural Networks Mathematics & Optimization > Optimization > Continuous Optimization

Keywords

hybrid optimization gradient-based method neural operator pde-constrained optimization derivative learning virtual-fourier layer
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