works on
neural tangent kernel 1partial differential equations 1physics-informed neural networks 1residual weighting 1training priority 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Multi-dimensional training-priority weighting based on physical information propagation paths: a unified residual-weighting framework for physics-informed neural networks

Zhangyi Lian, Xinda Dong, Wenxuan Huo +4

The paper proposes a unified framework that assigns priority-based weights to residuals in physics-informed neural networks, aligning training with the natural physical information…