@article{enhancingphysicsinformedneuralnetworks1, title = {Enhancing Physics-Informed Neural Networks with a Hybrid Parallel Kolmogorov-Arnold and MLP Architecture}, author = {Zuyu Xu and Bin Lv}, year = {2025}, eprint = {2503.23289}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.23289v1}, }