Symmetry-Aware Causal Inference for Robust Neural PDE Solvers. - Yuanming Xie; Yanzhuo Xiang; Haochen You; Nuoya Liu; Fangzhou Liu; Bo Zhao; Zhaolu Kang; Yue Li; Yuqi Li (ICMR, 2026)