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Stochasticity in Processes
Peter Schuster (Gebundene Ausgabe, Englisch)
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Beschreibung
This book has developed over the past fifteen years from a modern course on stochastic chemical kinetics for graduate students in physics, chemistry and biology. The first part presents a systematic collection of the mathematical background material needed to understand probability, statistics, and stochastic processes as a prerequisite for the increasingly challenging practical applications in… chemistry and the life sciences examined in the second part. Recent advances in the development of new techniques and in the resolution of conventional experiments at nano-scales have been tremendous: today molecular spectroscopy can provide insights into processes down to scales at which current theories at the interface of physics, chemistry and the life sciences cannot be successful without a firm grasp of randomness and its sources. Routinely measured data is now sufficiently accurate to allow the direct recording of fluctuations. As a result, the sampling of data and the modelingof relevant processes are doomed to produce artifacts in interpretation unless the observer has a solid background in the mathematics of limited reproducibility. The material covered is presented in a modular approach, allowing more advanced sections to be skipped if the reader is primarily interested in applications. At the same time, most derivations of analytical solutions for the selected examples are provided in full length to guide more advanced readers in their attempts to derive solutions on their own. The book employs uniform notation throughout, and a glossary has been added to define the most important notions discussed. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
26.10.2016
Sprache
Englisch
EAN
9783319395005
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Springer Series in Synergetics
Sonderedition
Nein
Autor
Peter Schuster
Seitenanzahl
718
Einbandart
Gebundene Ausgabe
Buch Untertitel
Fundamentals and Applications to Chemistry and Biology
Schlagwörter
Chemical Reaction Kinetics, Master and Fokker-Planck Equations in Chemistry and Biology, Molecular and Computational Biology, Small and Noisy Systems, Stochastic Processes Textbook, Stochastic Processes in Biology, Stochastic Processes in Chemistry, Stochastic Processes in the Natural Sciences, Systems Biology
Thema-Inhalt
GPFC - Kybernetik und Systemtheorie
PNRP - Quanten- und theoretische Chemie
PHVN - Biophysik
PSAX - DV-gestützte Biologie/Bioinformatik
PBT - Wahrscheinlichkeitsrechnung und Statistik
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com
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