AITOP

Inertial Manifold Neural Operator

共 1 条相关 AI 资讯
8月25日
11:23
11:23官方账号arXiv cs.LG@Xiaoyang Xie, Clarence W. Rowley
This paper introduces the Inertial Manifold Neural Operator (IMNO) for solving dissipative PDEs, offering better interpretability, accuracy, and stability. IMNO-SE, a variant for shift-equivariant PDEs, preserves symmetry and improves performance. Benchmark experiments demonstrate IMNO's effectiveness.
论文Inertial Manifold Neural OperatorPDEsNeural Operator
推荐理由：这篇论文提出了IMNO，一个解决耗散PDEs的新方法，比传统神经网络操作符更稳定准确，特别适合对耗散系统的研究。
原文