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Metastability and Markov State Models in Molecular Dynamics: Modeling, Analysis, Algorithmic Approaches
 
Christof Schütte Freie Universität Berlin, Berlin, Germany and Zuse Institut Berlin, Berlin, Germany
Marco Sarich Freie Universität Berlin, Berlin, Germany
A co-publication of the AMS and Courant Institute of Mathematical Sciences at New York University
Metastability and Markov State Models in Molecular Dynamics
Softcover ISBN:  978-0-8218-4359-8
Product Code:  CLN/24
List Price: $37.00
MAA Member Price: $33.30
AMS Member Price: $29.60
eBook ISBN:  978-1-4704-1439-9
Product Code:  CLN/24.E
List Price: $34.00
MAA Member Price: $30.60
AMS Member Price: $27.20
Softcover ISBN:  978-0-8218-4359-8
eBook: ISBN:  978-1-4704-1439-9
Product Code:  CLN/24.B
List Price: $71.00 $54.00
MAA Member Price: $63.90 $48.60
AMS Member Price: $56.80 $43.20
Metastability and Markov State Models in Molecular Dynamics
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Metastability and Markov State Models in Molecular Dynamics: Modeling, Analysis, Algorithmic Approaches
Christof Schütte Freie Universität Berlin, Berlin, Germany and Zuse Institut Berlin, Berlin, Germany
Marco Sarich Freie Universität Berlin, Berlin, Germany
A co-publication of the AMS and Courant Institute of Mathematical Sciences at New York University
Softcover ISBN:  978-0-8218-4359-8
Product Code:  CLN/24
List Price: $37.00
MAA Member Price: $33.30
AMS Member Price: $29.60
eBook ISBN:  978-1-4704-1439-9
Product Code:  CLN/24.E
List Price: $34.00
MAA Member Price: $30.60
AMS Member Price: $27.20
Softcover ISBN:  978-0-8218-4359-8
eBook ISBN:  978-1-4704-1439-9
Product Code:  CLN/24.B
List Price: $71.00 $54.00
MAA Member Price: $63.90 $48.60
AMS Member Price: $56.80 $43.20
  • Book Details
     
     
    Courant Lecture Notes
    Volume: 242013; 128 pp
    MSC: Primary 60; 47; 92

    Applications in modern biotechnology and molecular medicine often require simulation of biomolecular systems in atomic representation with immense length and timescales that are far beyond the capacity of computer power currently available. As a consequence, there is an increasing need for reduced models that describe the relevant dynamical properties while at the same time being less complex. In this book the authors exploit the existence of metastable sets for constructing such a reduced molecular dynamics model, the so-called Markov state model (MSM), with good approximation properties on the long timescales.

    With its many examples and illustrations, this book is addressed to graduate students, mathematicians, and practical computational scientists wanting an overview of the mathematical background for the ever-increasing research activity on how to construct MSMs for very different molecular systems ranging from peptides to proteins, from RNA to DNA, and via molecular sensors to molecular aggregation. This book bridges the gap between mathematical research on molecular dynamics and its practical use for realistic molecular systems by providing readers with tools for performing in-depth analysis of simulation and data-analysis methods.

    Titles in this series are co-published with the Courant Institute of Mathematical Sciences at New York University.

    Readership

    Graduate students and research mathematicians interested in molecular dynamics.

  • Table of Contents
     
     
    • Chapters
    • Chapter 1. Transfer operator approach to conformation dynamics
    • Chapter 2. Dynamics
    • Chapter 3. Metastability
    • Chapter 4. Transfer operators and generators
    • Chapter 5. Projected transfer operators
    • Chapter 6. Transition path theory
    • Chapter 7. Concluding remarks
    • Appendix A. Some mathematical aspects of transfer operators
    • Appendix B. Definition of exit rates
  • Requests
     
     
    Review Copy – for publishers of book reviews
    Accessibility – to request an alternate format of an AMS title
Volume: 242013; 128 pp
MSC: Primary 60; 47; 92

Applications in modern biotechnology and molecular medicine often require simulation of biomolecular systems in atomic representation with immense length and timescales that are far beyond the capacity of computer power currently available. As a consequence, there is an increasing need for reduced models that describe the relevant dynamical properties while at the same time being less complex. In this book the authors exploit the existence of metastable sets for constructing such a reduced molecular dynamics model, the so-called Markov state model (MSM), with good approximation properties on the long timescales.

With its many examples and illustrations, this book is addressed to graduate students, mathematicians, and practical computational scientists wanting an overview of the mathematical background for the ever-increasing research activity on how to construct MSMs for very different molecular systems ranging from peptides to proteins, from RNA to DNA, and via molecular sensors to molecular aggregation. This book bridges the gap between mathematical research on molecular dynamics and its practical use for realistic molecular systems by providing readers with tools for performing in-depth analysis of simulation and data-analysis methods.

Titles in this series are co-published with the Courant Institute of Mathematical Sciences at New York University.

Readership

Graduate students and research mathematicians interested in molecular dynamics.

  • Chapters
  • Chapter 1. Transfer operator approach to conformation dynamics
  • Chapter 2. Dynamics
  • Chapter 3. Metastability
  • Chapter 4. Transfer operators and generators
  • Chapter 5. Projected transfer operators
  • Chapter 6. Transition path theory
  • Chapter 7. Concluding remarks
  • Appendix A. Some mathematical aspects of transfer operators
  • Appendix B. Definition of exit rates
Review Copy – for publishers of book reviews
Accessibility – to request an alternate format of an AMS title
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