Adaptive gradient scaling: integrating Adam and landscape modification for protein structure prediction

Adaptive gradient scaling: integrating Adam and landscape modification for protein structure prediction

Abstract Background Protein structure prediction is one of the most important scientific problems, on the one hand, it is one of the NP-hard problems, and on the other hand, it has a wide range of applications including drug discovery and biotechnology development. Since experimental methods for str...

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Bibliographic Details
Main Authors: Vitalii Kapitan, Michael Choi
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Bioinformatics
Subjects:
Protein folding
OpenFold
Adam optimizer
Landscape modification
Online Access:https://doi.org/10.1186/s12859-025-06185-2
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https://doi.org/10.1186/s12859-025-06185-2

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