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Generalisierte Markov-Modellierung

Modellierung irreversibler beta-Amyloid-Peptid-Dynamik unter Mikrowelleneinfluss

Language GermanGerman
Book Paperback
Book Generalisierte Markov-Modellierung Bernhard Reuter
Libristo code: 25721564
Publishers Springer Spektrum, March 2020
Markov State Models (MSM) sind der Goldstandard zur Modellierung biomolekularer Dynamik, da sie die... Full description
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Markov State Models (MSM) sind der Goldstandard zur Modellierung biomolekularer Dynamik, da sie die Identifizierung und Analyse metastabiler Zustände ermöglichen. Die robuste Perron-Cluster-Cluster-Analyse (PCCA+) ist ein verbreiteter Spectral-Clustering -Algorithmus, der für das Clustering hochdimensionaler MSM verwendet wird. Da die PCCA+ auf reversible Prozesse beschränkt ist, wird sie zur Generalisierten PCCA+ (G-PCCA) verallgemeinert, die geeignet ist, nichtreversible Prozesse aufzuklären. Bernhard Reuter untersucht hier mittels G-PCCA die nichtthermischen Auswirkungen von Mikrowellen auf die Proteindynamik. Dazu führt er molekulardynamische Nichtgleichgewichtssimulationen des Amyloid-beta-(1-40)-Peptids durch und modelliert diese. Der Autor: Bernhard Reuter forscht in der Gruppe Methoden der Medizininformatik an der Eberhard-Karls-Universität Tübingen und der Gruppe Computational Molecular Design am Zuse Institut Berlin. Ein Schwerpunkt seiner Forschung ist die Simulation und Modellierung biomolekularer Nichtgleichgewichtssysteme. Er entwickelt u.a. datenbasierte Methoden zur Modellierung biomolekularer Nichtgleichgewichtsprozesse.

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About the book

Full name Generalisierte Markov-Modellierung
Author Bernhard Reuter
Language German
Binding Book - Paperback
Date of issue 2020
Number of pages 172
EAN 9783658297114
Libristo code 25721564
Publishers Springer Spektrum
Weight 222
Dimensions 148 x 210 x 10

Categories

Mathematics & Science > Science: general issues > Maths for scientists
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