Extends magnum.np to the first Python-native multi-GPU micromagnetic framework via PyTorch Distributed, reporting 7.0x speedup on 8 GPUs for demagnetization and 6.8x on CPU with MPI.
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2026 2verdicts
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Resonant elastic X-ray scattering in Mn1.4PtSn reveals a field-induced transition from a π-chiral soliton lattice to a fan state with continuously decreasing modulation length when the field is applied perpendicular to the chiral axis.
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Magnum.np.distributed: Accelerating Finite Difference Micromagnetic Simulations with Multiple GPUs
Extends magnum.np to the first Python-native multi-GPU micromagnetic framework via PyTorch Distributed, reporting 7.0x speedup on 8 GPUs for demagnetization and 6.8x on CPU with MPI.
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Quasi-1D Spin Textures: From Chiral Soliton Lattice to Fan State
Resonant elastic X-ray scattering in Mn1.4PtSn reveals a field-induced transition from a π-chiral soliton lattice to a fan state with continuously decreasing modulation length when the field is applied perpendicular to the chiral axis.