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physics.comp-ph2023★ 4 cited
Metaheuristic conditional neural network for harvesting skyrmionic metastable states
Qichen Xu, I. P. Miranda, Manuel Pereiro +8
We present a metaheuristic conditional neural-network-based method aimed at identifying physically interesting metastable states in a potential energy surface of high rugosity. To…
physics.comp-ph2023★ 2 cited
Genetic-tunneling driven energy optimizer for spin systems
Qichen Xu, Zhuanglin Shen, Manuel Pereiro +3
A long-standing and difficult problem in, e.g., condensed matter physics is how to find the ground state of a complex many-body system where the potential energy surface has a larg…