61 citations · 108 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
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…
Automatic Particle Trajectory Classification in Plasma Simulations
Stefano Markidis, Ivy Peng, Artur Podobas +3
Numerical simulations of plasma flows are crucial for advancing our understanding of microscopic processes that drive the global plasma dynamics in fusion devices, space, and astro…