Modeling Of Living Systems
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Author | : Philip Nelson |
Publisher | : Macmillan Higher Education |
Total Pages | : 365 |
Release | : 2014-12-20 |
Genre | : Science |
ISBN | : 1319036902 |
Download Physical Models of Living Systems Book in PDF, Epub and Kindle
Written for intermediate-level undergraduates pursuing any science or engineering major, Physical Models of Living Systems helps students develop many of the competencies that form the basis of the new MCAT2015. The only prerequisite is first-year physics. With the more advanced "Track-2" sections at the end of each chapter, the book can be used in graduate-level courses as well.
Author | : N. Bellomo |
Publisher | : Springer Science & Business Media |
Total Pages | : 229 |
Release | : 2008 |
Genre | : Mathematics |
ISBN | : 0817645101 |
Download Modeling Complex Living Systems Book in PDF, Epub and Kindle
Develops different mathematical methods and tools to model living systems. This book presents material that can be used in such real-world applications as immunology, transportation engineering, and economics. It is of interest to those involved in modeling complex social systems and living matter in general.
Author | : Alan Garfinkel |
Publisher | : Springer |
Total Pages | : 456 |
Release | : 2017-09-06 |
Genre | : Mathematics |
ISBN | : 3319597310 |
Download Modeling Life Book in PDF, Epub and Kindle
This book develops the mathematical tools essential for students in the life sciences to describe interacting systems and predict their behavior. From predator-prey populations in an ecosystem, to hormone regulation within the body, the natural world abounds in dynamical systems that affect us profoundly. Complex feedback relations and counter-intuitive responses are common in nature; this book develops the quantitative skills needed to explore these interactions. Differential equations are the natural mathematical tool for quantifying change, and are the driving force throughout this book. The use of Euler’s method makes nonlinear examples tractable and accessible to a broad spectrum of early-stage undergraduates, thus providing a practical alternative to the procedural approach of a traditional Calculus curriculum. Tools are developed within numerous, relevant examples, with an emphasis on the construction, evaluation, and interpretation of mathematical models throughout. Encountering these concepts in context, students learn not only quantitative techniques, but how to bridge between biological and mathematical ways of thinking. Examples range broadly, exploring the dynamics of neurons and the immune system, through to population dynamics and the Google PageRank algorithm. Each scenario relies only on an interest in the natural world; no biological expertise is assumed of student or instructor. Building on a single prerequisite of Precalculus, the book suits a two-quarter sequence for first or second year undergraduates, and meets the mathematical requirements of medical school entry. The later material provides opportunities for more advanced students in both mathematics and life sciences to revisit theoretical knowledge in a rich, real-world framework. In all cases, the focus is clear: how does the math help us understand the science?
Author | : Kim Sneppen |
Publisher | : Cambridge University Press |
Total Pages | : 353 |
Release | : 2014-10-02 |
Genre | : Science |
ISBN | : 1107061903 |
Download Models of Life Book in PDF, Epub and Kindle
An overview of current models of biological systems, reflecting the major advances that have been made over the past decade.
Author | : Rodney Allen Brooks |
Publisher | : MIT Press |
Total Pages | : 462 |
Release | : 1994 |
Genre | : Computers |
ISBN | : 9780262521901 |
Download Artificial Life IV Book in PDF, Epub and Kindle
This book brings together contributions to the Fourth Artificial Life Workshop, held at the Massachusetts Institute of Technology in the summer of 1994.
Author | : Philip Nelson |
Publisher | : Chiliagon Science |
Total Pages | : 492 |
Release | : 2021-11-14 |
Genre | : Science |
ISBN | : 9781737540243 |
Download Physical Models of Living Systems Book in PDF, Epub and Kindle
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.
Author | : Fabrizio Cleri |
Publisher | : Springer |
Total Pages | : 635 |
Release | : 2016-10-08 |
Genre | : Science |
ISBN | : 3319306472 |
Download The Physics of Living Systems Book in PDF, Epub and Kindle
In this book, physics in its many aspects (thermodynamics, mechanics, electricity, fluid dynamics) is the guiding light on a fascinating journey through biological systems, providing ideas, examples and stimulating reflections for undergraduate physics, chemistry and life-science students, as well as for anyone interested in the frontiers between physics and biology. Rather than introducing a lot of new information, it encourages young students to use their recently acquired knowledge to start seeing the physics behind the biology. As an undergraduate textbook in introductory biophysics, it includes the necessary background and tools, including exercises and appendices, to form a progressive course. In this case, the chapters can be used in the order proposed, possibly split between two semesters. The book is also an absorbing read for researchers in the life sciences who wish to refresh or go deeper into the physics concepts gleaned in their early years of scientific training. Less physics-oriented readers might want to skip the first chapter, as well as all the "gray boxes" containing the more formal developments, and create their own á-la-carte menu of chapters.
Author | : Daniel A. Beard |
Publisher | : Cambridge University Press |
Total Pages | : 321 |
Release | : 2012-04-12 |
Genre | : Science |
ISBN | : 0521768233 |
Download Biosimulation Book in PDF, Epub and Kindle
A hands-on guide to devising, designing and analyzing simulations of biophysical processes for applications in biological and biomedical sciences. Practical examples are given throughout, representing real-world case studies of key application areas, and all data and complete codes for simulation and data analysis are provided online.
Author | : Carlo Bianca |
Publisher | : World Scientific |
Total Pages | : 227 |
Release | : 2011 |
Genre | : Mathematics |
ISBN | : 9814340537 |
Download Towards a Mathematical Theory of Complex Biological Systems Book in PDF, Epub and Kindle
This monograph has the ambitious aim of developing a mathematical theory of complex biological systems with special attention to the phenomena of ageing, degeneration and repair of biological tissues under individual self-repair actions that may have good potential in medical therapy. The approach to mathematically modeling biological systems needs to tackle the additional difficulties generated by the peculiarities of living matter. These include the lack of invariance principles, abilities to express strategies for individual fitness, heterogeneous behaviors, competition up to proliferative and/or destructive actions, mutations, learning ability, evolution and many others. Applied mathematicians in the field of living systems, especially biological systems, will appreciate the special class of integro-differential equations offered here for modeling at the molecular, celular and tissue scales. A unique perspective is also presented with a number of case studies in biological modeling.
Author | : Harvey J. Gold |
Publisher | : John Wiley & Sons |
Total Pages | : 392 |
Release | : 1977 |
Genre | : Science |
ISBN | : |
Download Mathematical Modeling of Biological Systems Book in PDF, Epub and Kindle
The modeling process - an overview. Dimension and similarity. Probability models. Dynamic processes. Interacting dynamic processes. Feedback control and stability of biological systems. Curve fiting: estimating the parameters. Computing.