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Modeling and simulation in Python : an introduction for scientists and engineers /

Downey, Allen,

Modeling and simulation in Python : an introduction for scientists and engineers / by Allen B. Downey. - xxvi, 248 pages : illustrations ; 24 cm

Includes index.

Modeling -- Bike share system -- Iteration -- Sweeping parameters -- World population -- Proportional growth -- Limits to growth -- Projecting population growth -- Analysis of population growth -- Case studies part 1 -- Epidemiology -- Modeling vaccination -- Sweeping parameters -- Nondimensionalization -- Cooling coffee -- Adding milk -- Pharmacokinetics -- Glucose and insulin -- Case studies part 2 -- Pennies -- Drag -- Baseball -- Optimization -- Rotation -- Torque -- Case studies part 3.

"Teaches the art of describing and simulating real-world systems using Python. Learn to model discrete systems, like a bike-sharing network, as well as first-order systems, like a coffee cup as it cools down, and second-order systems, like projectiles moving through space. Each chapter features hands-on examples and exercises"--

9781718502161

2022049830


Computer simulation.
Python (Computer program language)


School of Industrial Engineering

QA76.9.C65 / D69 2023

371.39/7