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physics.soc-ph2025
Metric Similarity and Manifold Learning of Circular Dichroism Spectra of Proteins
Gionni Marchetti
We present a machine learning analysis of circular dichroism spectra of globular proteins from the SP175 database, using the optimal transport-based -Wasserstein distance $\math…
cond-mat.stat-mech2025★ 4 cited
A Machine Learning Tool to Analyse Spectroscopic Changes in High-Dimensional Data
Alberto Martinez-Serra, Gionni Marchetti, Francesco D'Amico +4
When nanoparticles (NPs) are introduced into a biological solution, layers of biomolecules form on their surface, creating a corona. Understanding how the structure of the protein…