Computational Structural Bioinformatics - International Workshop, CSBW 2024, Boston, MA, USA, November 16, 2024, Proceedings

This book constitutes the proceedings of the Computational Structural Bioinformatics Workshop, CMSB 2024, which took place in Boston, MA, USA, on November 16, 2024. 
The 7 papers presented in this book were carefully reviewed and selected for inclusion in the proceedings. They deal with relevant problems in classification, modeling and analyzing protein structures and complexes. 

List of contents

SuperFoldAE: Enhancing Protein Fold Classification with Autoencoders.- Enhancing Drug Discovery via Physics-Guides Deep Generative Models.- Decoys Reveal Multiple Basins of Attraction for Cryo-Electron-Microscopy Flexible Fitting.-  Using Autoencoders to Explore the Conformational Space of the Cdc42 Protein.- Using Molecular Dynamics to Assess How Two Insertion Mutations Affect Protein Structure.- Toward Modeling Protein Multimers by Combining AlphaFold 3 Predictions with Secondary Structures from Medium-Resolution Cryo-EM Maps.- Automatic Explanation of Protein-Protein Binding Mechanism: A Preliminary Study.

Product details

• Assisted by: Nurit Haspel (Editor), Molloy (Editor), Kevin Molloy (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 06.04.2025
• EAN: 9783031854347
• ISBN: 978-3-0-3185434-7
• No. of pages: 99
• Dimensions: 155 mm x 6 mm x 235 mm
• Weight: 184 g
• Illustrations: IX, 99 p. 31 illus., 28 illus. in color.
• Series: Communications in Computer and Information Science
• Subjects: Natural sciences, medicine, IT, technology > Biology; machine learning, bioinformatics, Mathematical and Computational Biology, Structural Biology, protein-protein interactions, algorithms in bioinformatics, data mining of structural data, biomolecular graphics, graph theory applied to structural problems, protein structure prediction