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Home/Authors/Brandon Wood

Brandon Wood

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

ML×1Materials Science×1physics.chem-ph×1physics.comp-ph×1Stats Comp.×1

Frequent co-authors

Arthur Kosmala1×
Stephan Günnemann1×
Meng Gao1×

Research Timeline

2026
Speculative Sampling For Faster Molecular Dynamics

The paper introduces Langevin Speculative Dynamics (LSD), a speculative sampling method that accelerates molecular dynamics simulations by using a fast draft model to propose steps, achieving significant speedup without introducing relative error.

Highlighted terms show continued research focus across papers

Papers

cs.LGcond-mat.mtrl-sciphysics.chem-phRecentJun 1, 2026

Speculative Sampling For Faster Molecular Dynamics

Arthur Kosmala, Stephan Günnemann, Meng Gao, Brandon Wood

The paper introduces Langevin Speculative Dynamics (LSD), a speculative sampling method that accelerates molecular dynamics simulations by using a fast draft model to propose steps, achieving signific…

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