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Modeling and simulation in python : an introduction for scientists and engineers / Allen B. Downey.

By: Material type: TextTextPublisher: San Francisco, California : No Starch Press, 2023Description: xxvi, 248 pages : illustrations ; 24 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781718502161
Subject(s): Additional physical formats: Online version:: Modeling and simulation in PythonDDC classification:
  • 371.397 D758m 23
LOC classification:
  • QA76.9.C65 D69 2023
Contents:
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.
Summary: "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"-- Provided by publisher.
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Holdings
Item type Current library Shelving location Call number Copy number Status Date due Barcode
Books Books Main Library Circulation Section CIR 371.397 D758m 2023 (Browse shelf(Opens below)) 1-1 Available 029370

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"-- Provided by publisher.

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