Modeling and Simulation in Python: An Introduction for Scientists and Engineers 9781718502178, 9781718502161, 2022049830
Modeling and Simulation in Python is a thorough but easy-to-follow introduction to physical modeling—that is, the art of
753 143 19MB
English Pages 280 Year 2023
Table of contents :
Acknowledgments
Introduction
PART I: DISCRETE SYSTEMS
Chapter 1: Introduction to Modeling
Chapter 2: Modeling a Bike Share System
Chapter 3: Iterative Modeling
Chapter 4: Parameters and Metrics
Chapter 5: Building a Population Model
Chapter 6: Iterating the Population Model
Chapter 7: Limits to Growth
Chapter 8: Projecting into the Future
Chapter 9: Analysis and Symbolic Computation
Chapter 10: Case Studies Part I
PART II: FIRST-ORDER SYSTEMS
Chapter 11: Epidemiology and SIR Models
Chapter 12: Quantifying Interventions
Chapter 13: Sweeping Parameters
Chapter 14: Nondimensionalization
Chapter 15: Thermal Systems
Chapter 16: Solving the Coffee Problem
Chapter 17: Modeling Blood Sugar
Chapter 18: Implementing the Minimal Model
Chapter 19: Case Studies Part II
PART III: SECOND-ORDER SYSTEMS
Chapter 20: The Falling Penny Revisited
Chapter 21: Drag
Chapter 22: Two-Dimensional Motion
Chapter 23: Optimization
Chapter 24: Rotation
Chapter 25: Torque
Chapter 26: Case Studies Part III
Appendix: Under the Hood
Index
Acknowledgments
Introduction
PART I: DISCRETE SYSTEMS
Chapter 1: Introduction to Modeling
Chapter 2: Modeling a Bike Share System
Chapter 3: Iterative Modeling
Chapter 4: Parameters and Metrics
Chapter 5: Building a Population Model
Chapter 6: Iterating the Population Model
Chapter 7: Limits to Growth
Chapter 8: Projecting into the Future
Chapter 9: Analysis and Symbolic Computation
Chapter 10: Case Studies Part I
PART II: FIRST-ORDER SYSTEMS
Chapter 11: Epidemiology and SIR Models
Chapter 12: Quantifying Interventions
Chapter 13: Sweeping Parameters
Chapter 14: Nondimensionalization
Chapter 15: Thermal Systems
Chapter 16: Solving the Coffee Problem
Chapter 17: Modeling Blood Sugar
Chapter 18: Implementing the Minimal Model
Chapter 19: Case Studies Part II
PART III: SECOND-ORDER SYSTEMS
Chapter 20: The Falling Penny Revisited
Chapter 21: Drag
Chapter 22: Two-Dimensional Motion
Chapter 23: Optimization
Chapter 24: Rotation
Chapter 25: Torque
Chapter 26: Case Studies Part III
Appendix: Under the Hood
Index
![Modeling and Simulation in Python: An Introduction for Scientists and Engineers [1 ed.]
1718502168, 9781718502161, 9781718502178](https://ebin.pub/img/200x200/modeling-and-simulation-in-python-an-introduction-for-scientists-and-engineers-1nbsped-1718502168-9781718502161-9781718502178.jpg)
![An introduction to HTML and JavaScript for scientists and engineers [1st Edition.]
1846286565, 1846286573, 9781846286568](https://ebin.pub/img/200x200/an-introduction-to-html-and-javascript-for-scientists-and-engineers-1st-edition-1846286565-1846286573-9781846286568.jpg)
![Feedback systems: An introduction for scientists and engineers [illustrated edition]
9780691135762, 0691135762](https://ebin.pub/img/200x200/feedback-systems-an-introduction-for-scientists-and-engineers-illustrated-edition-9780691135762-0691135762.jpg)
