An ab initio-parameterized quantum Boltzmann equation framework predicts a huge ultrafast spin Seebeck effect from superdiffusive magnon currents in laser-excited bcc Fe films.
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2026 2verdicts
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Generalized ML force fields reproduce non-collinear magnetic orders on lattices and predict voltage-driven domain-wall motion in itinerant magnets using extensions to nonequilibrium torques.
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Huge ultrafast spin Seebeck effect mediated by laser-excited superdiffusive magnon currents
An ab initio-parameterized quantum Boltzmann equation framework predicts a huge ultrafast spin Seebeck effect from superdiffusive magnon currents in laser-excited bcc Fe films.
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Machine-learning modeling of magnetization dynamics in quasi-equilibrium and driven metallic spin systems
Generalized ML force fields reproduce non-collinear magnetic orders on lattices and predict voltage-driven domain-wall motion in itinerant magnets using extensions to nonequilibrium torques.