Quantitative Biosciences Companion In R
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Quantitative Biosciences Companion In R
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Author : Joshua S. Weitz
language : en
Publisher: Princeton University Press
Release Date : 2024-01-09
Quantitative Biosciences Companion In R written by Joshua S. Weitz and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-09 with Science categories.
A hands-on lab guide in the R programming language that enables students in the life sciences to reason quantitatively about living systems across scales This lab guide accompanies the textbook Quantitative Biosciences, providing students with the skills they need to translate biological principles and mathematical concepts into computational models of living systems. This hands-on guide uses a case study approach organized around central questions in the life sciences, introducing landmark advances in the field while teaching students—whether from the life sciences, physics, computational sciences, engineering, or mathematics—how to reason quantitatively in the face of uncertainty. Draws on real-world case studies in molecular and cellular biosciences, organismal behavior and physiology, and populations and ecological communities Encourages good coding practices, clear and understandable modeling, and accessible presentation of results Helps students to develop a diverse repertoire of simulation approaches, enabling them to model at the appropriate scale Builds practical expertise in a range of methods, including sampling from probability distributions, stochastic branching processes, continuous time modeling, Markov chains, bifurcation analysis, partial differential equations, and agent-based simulations Bridges the gap between the classroom and research discovery, helping students to think independently, troubleshoot and resolve problems, and embark on research of their own Stand-alone computational lab guides for Quantitative Biosciences also available in Python and MATLAB
Quantitative Biosciences Companion In Matlab
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Author : Joshua S. Weitz
language : en
Publisher: Princeton University Press
Release Date : 2024-03-05
Quantitative Biosciences Companion In Matlab written by Joshua S. Weitz and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-05 with Science categories.
This guide accompanies the textbook Quantitative Biosciences, providing students with the skills they need to translate biological principles and mathematical concepts into computational models of living systems. This hands-on guide uses a case study approach organized around central questions in the life sciences, introducing landmark advances in the field while teaching students-whether from the life sciences, physics, computational sciences, engineering, or mathematics-how to reason quantitatively in the face of uncertainty
Quantitative Biosciences Companion In Python
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Author : Joshua S. Weitz
language : en
Publisher: Princeton University Press
Release Date : 2024-03-05
Quantitative Biosciences Companion In Python written by Joshua S. Weitz and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-05 with Computers categories.
A hands-on lab guide in the Python programming language that enables students in the life sciences to reason quantitatively about living systems across scales This lab guide accompanies the textbook Quantitative Biosciences, providing students with the skills they need to translate biological principles and mathematical concepts into computational models of living systems. This hands-on guide uses a case study approach organized around central questions in the life sciences, introducing landmark advances in the field while teaching students—whether from the life sciences, physics, computational sciences, engineering, or mathematics—how to reason quantitatively in the face of uncertainty. Draws on real-world case studies in molecular and cellular biosciences, organismal behavior and physiology, and populations and ecological communities Encourages good coding practices, clear and understandable modeling, and accessible presentation of results Helps students to develop a diverse repertoire of simulation approaches, enabling them to model at the appropriate scale Builds practical expertise in a range of methods, including sampling from probability distributions, stochastic branching processes, continuous time modeling, Markov chains, bifurcation analysis, partial differential equations, and agent-based simulations Bridges the gap between the classroom and research discovery, helping students to think independently, troubleshoot and resolve problems, and embark on research of their own Stand-alone computational lab guides for Quantitative Biosciences also available in R and MATLAB
So Simple A Beginning
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Author : Raghuveer Parthasarathy
language : en
Publisher: Princeton University Press
Release Date : 2024-02-20
So Simple A Beginning written by Raghuveer Parthasarathy and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-20 with categories.
A biophysicist reveals the hidden unity behind nature's breathtaking complexity The form and function of a sprinting cheetah are quite unlike those of a rooted tree. A human being is very different from a bacterium or a zebra. The living world is a realm of dazzling variety, yet a shared set of physical principles shapes the forms and behaviors of every creature in it. So Simple a Beginning shows how the emerging new science of biophysics is transforming our understanding of life on Earth and enabling potentially lifesaving but controversial technologies such as gene editing, artificial organ growth, and ecosystem engineering. Raghuveer Parthasarathy explains how four basic principles--self-assembly, regulatory circuits, predictable randomness, and scaling--shape the machinery of life on scales ranging from microscopic molecules to gigantic elephants. He describes how biophysics is helping to unlock the secrets of a host of natural phenomena, such as how your limbs know to form at the proper places, and why humans need lungs but ants do not. Parthasarathy explores how the cutting-edge biotechnologies of tomorrow could enable us to alter living things in ways both subtle and profound. Featuring dozens of original watercolors and drawings by the author, this sweeping tour of biophysics offers astonishing new perspectives on how the wonders of life can arise from so simple a beginning.
Quantitative Biosciences
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Author : Joshua S. Weitz
language : en
Publisher: Princeton University Press
Release Date : 2024-01-09
Quantitative Biosciences written by Joshua S. Weitz and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-09 with Science categories.
A hands-on approach to quantitative reasoning in the life sciences Quantitative Biosciences establishes the quantitative principles of how living systems work across scales, drawing on classic and modern discoveries to present a case study approach that links mechanisms, models, and measurements. Each case study is organized around a central question in the life sciences: Are mutations dependent on selection? How do cells respond to fluctuating signals in the environment? How do organisms move in flocks given local sensing? How does the size of an epidemic depend on its initial speed of spread? Each question provides the basis for introducing landmark advances in the life sciences while teaching students—whether from the life sciences, physics, computational sciences, engineering, or mathematics—how to reason quantitatively about living systems given uncertainty. Draws on real-world case studies in molecular and cellular biosciences, organismal behavior and physiology, and populations and ecological communities Stand-alone lab guides available in Python, R, and MATLAB help students move from learning in the classroom to doing research in practice Homework exercises build on the lab guides, emphasizing computational model development and analysis rather than pencil-and-paper derivations Suitable for capstone undergraduate classes, foundational graduate classes, or as part of interdisciplinary courses for students from quantitative backgrounds Can be used as part of conventional, flipped, or hybrid instruction formats Additional materials available to instructors, including lesson plans and homework solutions
Living Matter
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Author : Alexander Levine
language : en
Publisher: Princeton University Press
Release Date : 2025-11-25
Living Matter written by Alexander Levine and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-25 with Science categories.
Why the living world may be the next great frontier of physics The frontiers of physics can seem impossibly remote—located in the invisible quantum realm or the farthest reaches of the cosmos. But one of physics' most exciting frontiers lies much closer than we realize: within our own bodies and other living organisms, which display astonishingly intricate structural patterns and dynamic processes that we don't yet understand. In Living Matter, leading biophysicist Alex Levine explains why unraveling the mysteries of life may ultimately demand a new physics—one that takes full account of the fundamental differences between living and nonliving matter. Life is distinct not only because of its evolutionary history and function, Levine explains, but because it exhibits unique complexities of structure and organizational behavior. In addition, life thrives in states that are not always predictable by means of the same physical principles used to explain nonliving systems. From single proteins to entire collections of cells, and from DNA to the eyes, ears, and brain, Levine tours the most promising areas of life where a new physics might be found. Along the way, he considers many fascinating issues, such as the electrical nature of thought and the emergence of life from the inanimate. Revealing what the study of the biological world can contribute to physics, Living Matter unveils the potential scientific revolution that exists in the uncharted territory lying at, and in, our very fingertips.
Solid Biomechanics
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Author : Roland Ennos
language : en
Publisher: Princeton University Press
Release Date : 2012
Solid Biomechanics written by Roland Ennos and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Science categories.
Offering a review of the biomechanical design of organisms, from bacteria onwards, this book shows how the bodies of animals & plants are masterpieces of engineering, enabling them to survive in a hostile world.
Biophysics
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Author : William Bialek
language : en
Publisher: Princeton University Press
Release Date : 2012-10-28
Biophysics written by William Bialek and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-28 with Science categories.
A physicist's guide to the phenomena of life Interactions between the fields of physics and biology reach back over a century, and some of the most significant developments in biology—from the discovery of DNA's structure to imaging of the human brain—have involved collaboration across this disciplinary boundary. For a new generation of physicists, the phenomena of life pose exciting challenges to physics itself, and biophysics has emerged as an important subfield of this discipline. Here, William Bialek provides the first graduate-level introduction to biophysics aimed at physics students. Bialek begins by exploring how photon counting in vision offers important lessons about the opportunities for quantitative, physics-style experiments on diverse biological phenomena. He draws from these lessons three general physical principles—the importance of noise, the need to understand the extraordinary performance of living systems without appealing to finely tuned parameters, and the critical role of the representation and flow of information in the business of life. Bialek then applies these principles to a broad range of phenomena, including the control of gene expression, perception and memory, protein folding, the mechanics of the inner ear, the dynamics of biochemical reactions, and pattern formation in developing embryos. Featuring numerous problems and exercises throughout, Biophysics emphasizes the unifying power of abstract physical principles to motivate new and novel experiments on biological systems. Covers a range of biological phenomena from the physicist's perspective Features 200 problems Draws on statistical mechanics, quantum mechanics, and related mathematical concepts Includes an annotated bibliography and detailed appendixes
Kinetics Of Heterogeneous Catalytic Reactions
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Author : Michel Boudart
language : en
Publisher: Princeton University Press
Release Date : 2014-07-14
Kinetics Of Heterogeneous Catalytic Reactions written by Michel Boudart and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-14 with Science categories.
This book is a critical account of the principles of the kinetics of heterogeneous catalytic reactions in the light of recent developments in surface science and catalysis science. Originally published in 1984. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.
Getting Started With R
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Author : Andrew P. Beckerman
language : en
Publisher: Oxford University Press
Release Date : 2017
Getting Started With R written by Andrew P. Beckerman and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Computers categories.
R is rapidly becoming the standard software for statistical analyses, graphical presentation of data, and programming in the natural, physical, social, and engineering sciences. Getting Started with R is now the go-to introductory guide for biologists wanting to learn how to use R in their research. It teaches readers how to import, explore, graph, and analyse data, while keeping them focused on their ultimate goals: clearly communicating their data in oral presentations, posters, papers, and reports. It provides a consistent workflow for using R that is simple, efficient, reliable, and reproducible. This second edition has been updated and expanded while retaining the concise and engaging nature of its predecessor, offering an accessible and fun introduction to the packages dplyr and ggplot2 for data manipulation and graphing. It expands the set of basic statistics considered in the first edition to include new examples of a simple regression, a one-way and a two-way ANOVA. Finally, it introduces a new chapter on the generalised linear model. Getting Started with R is suitable for undergraduates, graduate students, professional researchers, and practitioners in the biological sciences.