@article{learningguidedkansacollocationforforward, title = {Learning-guided Kansa collocation for forward and inverse PDEs beyond linearity}, author = {Zheyuan Hu and Weitao Chen and Cengiz Ă–ztireli and Chenliang Zhou and Fangcheng Zhong}, year = {2026}, eprint = {2602.07970}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.07970}, }