Computational Structural Bioinformatics
Springer International Publishing (Verlag)
978-3-031-85434-7 (ISBN)
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.
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.
| Erscheinungsdatum | 28.03.2025 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | IX, 99 p. 31 illus., 28 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Weitere Themen ► Bioinformatik |
| Naturwissenschaften ► Biologie | |
| Schlagworte | Algorithms in Bioinformatics • Bioinformatics • biomolecular graphics • data mining of structural data • graph theory applied to structural problems • machine learning • protein-protein interactions • Protein Structure Prediction • structural biology |
| ISBN-10 | 3-031-85434-9 / 3031854349 |
| ISBN-13 | 978-3-031-85434-7 / 9783031854347 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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