Stochasticity in Processes
Springer International Publishing (Verlag)
978-3-319-81901-3 (ISBN)
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.
Peter Schuster, born 07.03.1941, received his Ph.D. (sub auspiciis praesidentis) in Chemistry and Physics from the University of Vienna in 1967. His professional career includes: Postdoctoral assistant with Prof. Manfred Eigen at the Max Planck Institute of Physical Chemistry in Göttingen, Germany, 1968-1969, Habilitation in Theoretical Chemistry at the "Universität Wien", 1971, Full professor of Theoretical Chemistry at the "Universität Wien", 1973-2009, Head of the Institute of Theoretical Chemistry at the Universität Wien, 1973-1992 and 1996-2010, External Faculty member of the Santa Fe Institute, Santa Fe, USA, 1991-2003 and 2004-2013, and External Professor emeritus of this institute, since 2013, Founding director of the Institute of Molecular Biotechnology in Jena, Germany, 1992-1995, Member of the Austrian Academy of Sciences, since 1984. He was Vice-President of this academy in the years 2000 - 2003 and President 2006-2009,
Probability.- Distributions, Moments and Statistics.- Stochastic Processes.- Applications in Chemistry.- Applications in Biology.- Perspectives.- References.- Glossary.- Notation.
"This book is a much needed contribution to the foundations of chemistry and biology. Its focus is timely, and it provides its readers with a well-rounded and well-written summary of stochasticity with a view toward chemistry and biology. ... The mathematical prerequisites are kept at the undergraduate level and the book is designed to be as self-contained as possible. Key equestions are derived unless too much mathematical effort would be required." (Clemens F. Heitzinger, Mathematical Reviews, April, 2018)
"There are 585 references, a notation index, an author index and a subject index. The book is extremely well produced. Without any reservation, I do not hesitate to say this is an exceptional piece of work." (Marius Iosifescu, zbMATH 1359.60006, 2017)
| Erscheinungsdatum | 25.04.2019 |
|---|---|
| Reihe/Serie | Springer Series in Synergetics |
| Zusatzinfo | XVI, 718 p. 168 illus., 162 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 10934 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Naturwissenschaften ► Physik / Astronomie ► Theoretische Physik | |
| Naturwissenschaften ► Physik / Astronomie ► Thermodynamik | |
| Schlagworte | Chemical Reaction Kinetics • Master and Fokker-Planck Equations in Chemistry an • Master and Fokker-Planck Equations in Chemistry and Biology • Molecular and Computational Biology • Small and Noisy Systems • Stochastic Processes in Biology • Stochastic Processes in Chemistry • Stochastic Processes in the Natural Sciences • Stochastic Processes Textbook • systems biology |
| ISBN-10 | 3-319-81901-1 / 3319819011 |
| ISBN-13 | 978-3-319-81901-3 / 9783319819013 |
| Zustand | Neuware |
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