Stochasticity in Processes

Fundamentals and Applications to Chemistry and Biology

Nonfiction, Science & Nature, Science, Chemistry, Physical & Theoretical, Physics, General Physics
Cover of the book Stochasticity in Processes by Peter Schuster, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Peter Schuster ISBN: 9783319395029
Publisher: Springer International Publishing Publication: October 14, 2016
Imprint: Springer Language: English
Author: Peter Schuster
ISBN: 9783319395029
Publisher: Springer International Publishing
Publication: October 14, 2016
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Corporate Performance by Peter Schuster
Cover of the book Musical Modernism and German Cinema from 1913 to 1933 by Peter Schuster
Cover of the book Dual-Process Theories of Numerical Cognition by Peter Schuster
Cover of the book Practical Strategies for Clinical Management of Bullying by Peter Schuster
Cover of the book Empowering Organizations by Peter Schuster
Cover of the book Strategy is Digital by Peter Schuster
Cover of the book Negotiated Justice and Corporate Crime by Peter Schuster
Cover of the book Information Security and Privacy by Peter Schuster
Cover of the book Focus on Bio-Image Informatics by Peter Schuster
Cover of the book Data-Centric Business and Applications by Peter Schuster
Cover of the book Islamic Finance by Peter Schuster
Cover of the book Geodynamic Evolution of the Southernmost Andes by Peter Schuster
Cover of the book Aluminum Matrix Composites Reinforced with Alumina Nanoparticles by Peter Schuster
Cover of the book Social Dimensions of Organised Crime by Peter Schuster
Cover of the book Photoinduced Phenomena in Nucleic Acids I by Peter Schuster
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy