Stochasticity in Processes (eBook)

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 modeling of 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.

• 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', August 23, 1973 - September 30, 2009,
• Head of the Institute of Theoretical Chemistry at the Universität Wien, 1973-1992 and 1996-2010,
• Head of the Computer Center at the 'Universität Wien', 1985-1991,
• External faculty member of the Santa Fe Institute, Santa Fe, USA, 1991-2003 and since July 01, 2004,
• Founding director of the Institute of Molecular Biotechnology in Jena, Germany, 1992-1995,
• Head of the Department of Molecular Evolutionary Biology at the Institute of Molecular Biotechnology in  Jena, Germany, 1992-1997,
• External member of the Faculty of Biology and Pharmacy at the 'Friedrich-Schiller Universität Jena', Germany,  since 1995,
• Vice-President of the Austrian Academy of Sciences, 2000 - 2003,
• Member of the Presiding Committee of the 'Deutsche Akademie der Naturforscher Leopoldina', 2001-2006,
• President of the Austrian Academy of Sciences, 2006-2009