Xianke Wang, Shichao Yi, Huangliang Gu, Jing Xu, Wenjie Xu. "Correction: WF-PINNs: solving forward and inverse problems of burgers equation with steep gradients using weak-form physics-informed neural networks." Scientific Reports (2026). https://doi.org/10.1038/s41598-026-45558-2