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.
Title resolution pending
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
citation-role summary
background 1
citation-polarity summary
years
2026 3verdicts
UNVERDICTED 3roles
background 1polarities
background 1representative citing papers
Entropy-based sampling of graph ensembles from simulated data quantifies causal structural ambiguity and reveals artifacts in single optimized DAGs.
Felis toolkit delivers zero-shot absolute binding free energy calculations with ligand ranking performance comparable to state-of-the-art relative methods across 43 protein targets and 859 ligands.
citing papers explorer
-
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.
-
Causal Atlases from Entropic Inference: Bayesian Networks beyond Optimal DAGs
Entropy-based sampling of graph ensembles from simulated data quantifies causal structural ambiguity and reveals artifacts in single optimized DAGs.