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cs.LG2026
Low-Rank Clebsch--Gordan Coupling for Equivariant Spherical Forecasting
Yaojun Li, Zhixuan Zhao, Dongzhe Zheng +1
Spherical-harmonic neural operators provide an efficient representation for global forecasting, but their discretized pointwise nonlinearities can break rotational equivariance thr…
cs.LG2026
Neural Field Thermal Tomography: A Differentiable Physics Framework for Non-Destructive Evaluation
Tao Zhong, Yixun Hu, Dongzhe Zheng +2
Inverse problems for stiff parabolic partial differential equations (PDEs), such as the inverse heat conduction problem (IHCP), are severely ill-posed: the forward map rapidly damp…