LSD extends speculative sampling to second-order Langevin dynamics, achieving 3-9x speedup in MD while exactly sampling from the target distribution without relative error.
McCluskey, Alexander G
2 Pith papers cite this work, alongside 22 external citations. Polarity classification is still indexing.
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Pith papers citing it
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external citations · OpenAlex
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2026 2representative citing papers
Simulation-informed Bayesian analysis of polarized QENS data resolves anisotropic spinning and tumbling diffusion coefficients in liquid benzene, revealing stronger rotational anisotropy than prior work.
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Speculative Sampling For Faster Molecular Dynamics
LSD extends speculative sampling to second-order Langevin dynamics, achieving 3-9x speedup in MD while exactly sampling from the target distribution without relative error.
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Lost in Translation: Simulation-Informed Bayesian Inference Improves Understanding of Molecular Motion From Neutron Scattering
Simulation-informed Bayesian analysis of polarized QENS data resolves anisotropic spinning and tumbling diffusion coefficients in liquid benzene, revealing stronger rotational anisotropy than prior work.