Physical Models of Living Systems: Probability, Simulation, Dynamics

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Physical Models of Living Systems: Probability, Simulation, Dynamics image
ISBN-10:

173754024X

ISBN-13:

9781737540243

Author(s): Nelson, Philip
Edition: 2nd ed.
Released: Nov 14, 2021
Format: Paperback, 492 pages

Description:

Award-winning prof brings you from first-year classes to the frontiers of systems and synthetic biology, epidemic modeling, and imaging. Physical Models of Living Systems first develops the frameworks needed to understand modern ideas about inference from data, as they relate to biological physics research. Later chapters develop stochastic simulation as a tool to handle more complex systems, and then dynamical systems theory applied to cellular control networks, both natural and synthetic. Along the way, you'll also see the foundations of revolutionary advances in imaging (superresolution and cryo-electron microscopy), along with epidemic modeling, mechanobiology, excitable media, and more. The text also has significant overlap with competencies covered in the MCAT exam. Dozens of problems at all levels, many of them new in this edition, will help you to gain simulation and data visualization skills useful in any branch of quantitative science research.

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