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20182026
most citedStability Engineering of Halide Perovskite via Machine Learning

14 citations · 24 across the 11 of their papers we have counts for

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5 papers · 1 filter

physics.comp-ph2026

Uncovering multi-channel magnetic hopfion annihilation via a single-node, billion-spin-scale atomistic framework

Qichen Xu, Anna Delin

Modern atomistic spin simulations combine long stochastic trajectories, thermodynamic sampling, static optimization and multi-image transition-path workflows, all of which rely on…

physics.comp-ph2025

A general optimization framework for mapping local transition-state networks

Qichen Xu, Anna Delin

Understanding how complex systems transition between states requires mapping the energy landscape that governs these changes. Local transition-state networks reveal the barrier arc…

physics.comp-ph2023★ 1 cited

SpinView: General Interactive Visual Analysis Tool for Multiscale Computational Magnetism

Qichen Xu, Olle Eriksson, Anna Delin

Multiscale magnetic simulations, including micromagnetic and atomistic spin dynamics simulations, are widely used in the study of complex magnetic systems over a wide range of spat…

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…