Author(s): Mahmud Ashraf Shamim, Eric A. F. Reinhardt, Talal Ahmed Chowdhury, Sergei Gleyzer, and Paulo T. Araujo Neural quantum states (NQSs) are a class of variational wave functions parametrized by neural networks to study quantum many-body systems. In this work, we propose SineKAN, a NQS ansatz based on Kolmogorov-Arnold networks, to represent quantum mechanical wave functions as nested univariate functions… [Phys. Rev. B 113, 045157] Published Fri Jan 30, 2026