@article{architectureoptimizationcodesignforphysi, title = {Architecture-Optimization Co-Design for Physics-Informed Neural Networks Via Attentive Representations and Conflict-Resolved Gradients}, author = {Pancheng Niu and Jun Guo and Qiaolin He and Yongming Chen and Yanchao Shi}, year = {2026}, eprint = {2601.12971}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.12971}, }