Simulation-based inference of single-molecule force spectroscopy

Single-molecule force spectroscopy (smFS) is a powerful approach to studying molecular self-organization. However, the coupling of the molecule with the ever-present experimental device introduces artifacts, that complicate the interpretation of these experiments. Performing statistical inference to...

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Prif Awduron:	Lars Dingeldein, Pilar Cossio, Roberto Covino
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	IOP Publishing 2023-01-01
Cyfres:	Machine Learning: Science and Technology
Pynciau:	simulation-based inference likelihood-free derivative-free neural posterior estimation single-molecule biophysics force spectroscopy
Mynediad Ar-lein:	https://doi.org/10.1088/2632-2153/acc8b8
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!