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cs.LG2026
RepNN: Tackling spectral bias in deep neural networks for regression and PDE problems via parameter reparameterization
Yong Wang, Tao Zhou, Xuhui Meng
Deep neural networks (DNNs) have achieved remarkable success in scientific computing, yet they often suffer from spectral bias in capturing oscillatory and multiscale behaviors. In…
cond-mat.supr-con2026
Dynamical Steering and Unambiguous Signature of Majorana Corner Modes in Altermagnetic Josephson Junctions
Yu-Xuan Li, Tao Zhou
Dynamical manipulation of Majorana zero modes and their unambiguous distinction from topologically trivial states remain paramount challenges in topological quantum computation. He…