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nucl-th2024
A Machine Learning Approach to Trapped Many-Fermion Systems
Paulo F. Bedaque, Hersh Kumar, Andy Sheng
We apply a variational Ansatz based on neural networks to the problem of spin- fermions in a harmonic trap interacting through a short distance potential. We showed that stand…
nucl-th2023★ 1 cited
Neural Network Solutions of Bosonic Quantum Systems in One Dimension
Paulo F. Bedaque, Hersh Kumar, Andy Sheng
Neural networks have been proposed as efficient numerical wavefunction ansatze which can be used to variationally search a wide range of functional forms for ground state solutions…