From Cheap Geometry to Expensive Physics: A Physics-agnostic Pretraining Framework for Neural Operators - Zhang, Zhizhou; Wu, Youjia; Zhang, Kaixuan; Wang, Yanjia (International Conference on Learning Representations, 2026)