"neural network training dynamics" Papers

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ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks

Qiang Liu, Mengyu Chu, Nils Thuerey

ICLR 2025arXiv:2408.11104
23
citations

FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks

Chenhui Xu, Dancheng Liu, Amir Nassereldine et al.

NEURIPS 2025arXiv:2505.10949
1
citations

Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model

Zhiwei Xu, Zhiyu Ni, Yixin Wang et al.

ICLR 2025arXiv:2504.13292
6
citations