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physics.data-an2025★ 1 cited
Error Breakdown and Sensitivity Analysis of Dynamical Quantities in Markov State Models
Yehor Tuchkov, Luke Evans, Sonya M. Hanson +1
Markov state models (MSMs) are widely employed to analyze the kinetics of complex systems. But despite their effectiveness in many applications, MSMs are prone to systematic or sta…
q-bio.QM2025★ 1 cited
Cryo-em images are intrinsically low dimensional
Luke Evans, Octavian-Vlad Murad, Lars Dingeldein +3
Simulation-based inference provides a powerful framework for cryo-electron microscopy, employing neural networks in methods like CryoSBI to infer biomolecular conformations via lea…