Weitz, Joshua S.
Quantitative biosciences : dynamics across cells, organisms, and populations - Princeton : Princeton University Press, [c2024] - 373 p.
Preface.
Quantitative biosciences at all scales of life.
The goal.
The structure of this book.
You can do it.
Acknowledgments.
I Molecular and Cellular Biosciences
1 Fluctuations and the Nature of Mutations
2 Bistability of Genetic Circuits
3 Stochastic Gene Expression and Cellular Variability
4 Evolutionary Dynamics: Mutations, Selection, and Diversity
II Organismal Behavior and Physiology
5 Robust Sensing and Chemotaxis
6 Nonlinear Dynamics and Signal Processing in Neurons
7 Excitations and Signaling from Cells to Tissue
8 Organismal Locomotion through Water, Air, and Earth
III Populations and Ecological Communities
9 Flocking and Collective Behavior: When Many Become One
10 Conflict and Cooperation Among Individuals and Populations
11 Eco-evolutionary Dynamics
12 Outbreak Dynamics: From Prediction to Control
IV The Future of Ecosystems
13 Ecosystems: Chaos, Tipping Points, and Catastrophes.
Bibliography,
Index,
Color plates follow page
"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"-- Provided by publisher.
9780691181516
QH324.2.W45
Quantitative biosciences : dynamics across cells, organisms, and populations - Princeton : Princeton University Press, [c2024] - 373 p.
Preface.
Quantitative biosciences at all scales of life.
The goal.
The structure of this book.
You can do it.
Acknowledgments.
I Molecular and Cellular Biosciences
1 Fluctuations and the Nature of Mutations
2 Bistability of Genetic Circuits
3 Stochastic Gene Expression and Cellular Variability
4 Evolutionary Dynamics: Mutations, Selection, and Diversity
II Organismal Behavior and Physiology
5 Robust Sensing and Chemotaxis
6 Nonlinear Dynamics and Signal Processing in Neurons
7 Excitations and Signaling from Cells to Tissue
8 Organismal Locomotion through Water, Air, and Earth
III Populations and Ecological Communities
9 Flocking and Collective Behavior: When Many Become One
10 Conflict and Cooperation Among Individuals and Populations
11 Eco-evolutionary Dynamics
12 Outbreak Dynamics: From Prediction to Control
IV The Future of Ecosystems
13 Ecosystems: Chaos, Tipping Points, and Catastrophes.
Bibliography,
Index,
Color plates follow page
"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"-- Provided by publisher.
9780691181516
QH324.2.W45