Pointwise prediction of protein diffusive properties using machine learning

Pointwise prediction of protein diffusive properties using machine learning

The understanding of cellular mechanisms benefits substantially from accurate determination of protein diffusive properties. Prior work in this field primarily focuses on traditional methods, such as mean square displacements, for calculation of protein diffusion coefficients and biological states....

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Bibliographic Details
Main Authors: Rasched Haidari, Achillefs N Kapanidis
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:JPhys Photonics
Subjects:
anomalous diffusion
pointwise inference
diffusion
AnDi2 challenge
machine learning
LSTM
Online Access:https://doi.org/10.1088/2515-7647/adede9
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https://doi.org/10.1088/2515-7647/adede9

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