Computational Modelling with Single Prompts
eBook - ePub

Computational Modelling with Single Prompts

  1. 226 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Computational Modelling with Single Prompts

About this book

Computational Modelling with Single Prompts provides an overview of computer models of physical phenomena and more. Each chapter is about a different model and contains a complete description, together with the algorithm and the result of the operation. There is no mathematics extended to its limits. The book provides a complete description, allowing readers to implement the algorithm themselves. The artificial intelligence (AI) elements in the book relate to the computer implementation and the programs that have been generated on the basis of the algorithms written. The results of these programs have been used as illustrations in the book. The book is mainly of use to graduate students working in computational physics, biology, chemistry, and computer science.

Key Features:

  • Provides a large collection of very diverse models, the compilation of which is unique
  • Includes elements of AI and the use of large language models (LLM).
  • Consists of a collection of new ideas and additional tasks to be completed independently by the readers.

Information

Publisher
CRC Press
Year
2026
Print ISBN
9781041223603
eBook ISBN
9781040867051

Table of contents

  1. Cover
  2. Half Title
  3. Series
  4. Title
  5. Copyright
  6. Dedication
  7. Contents
  8. Introduction
  9. Chapter 1 Monopoly
  10. Chapter 2 Stripes on the Zebra
  11. Chapter 3 The Game of Life
  12. Chapter 4 Larger than Life
  13. Chapter 5 Smooth Life
  14. Chapter 6 Simple Waves
  15. Chapter 7 Lorenz Butterfly
  16. Chapter 8 Langton Ant
  17. Chapter 9 Bacterial Clusters (Eden Model)
  18. Chapter 10 Diffusion-Limited Aggregate
  19. Chapter 11 Mandelbrot Set
  20. Chapter 12 The Three-Body Problem
  21. Chapter 13 Random Walk
  22. Chapter 14 Galton Board
  23. Chapter 15 Ising Model
  24. Chapter 16 Grains in a Silo
  25. Chapter 17 Double Pendulum
  26. Chapter 18 Chaos in Double Pendulums
  27. Chapter 19 Logistic Map
  28. Chapter 20 Self-Avoiding Random Walk
  29. Chapter 21 Snowflake
  30. Chapter 22 Chaos in Double Numbers
  31. Chapter 23 Monte Carlo π Estimation
  32. Chapter 24 Maxwell-Boltzmann Distribution in Gases
  33. Chapter 25 Forest Fire (Percolation)
  34. Chapter 26 Gravitational Potential
  35. Chapter 27 Sand Cellular Automata
  36. Chapter 28 Sierpiński Triangle
  37. Chapter 29 Dense Packing
  38. Chapter 30 Lissajous Figures
  39. Chapter 31 Off-Grid Bacterial Colonies
  40. Chapter 32 Spring-Mass System (Soda Constructor)
  41. Chapter 33 Soft Body
  42. Chapter 34 Ballistic Deposition (Cluster)
  43. Chapter 35 Traffic Jam
  44. Chapter 36 Chromostereopsis
  45. Chapter 37 Strange Attractor
  46. Chapter 38 The Lattice Boltzmann Method (LBM)
  47. Chapter 39 Agent-Based Epidemic Spreading
  48. Chapter 40 L-System Tree
  49. Chapter 41 Dragon Curve
  50. Chapter 42 Granular Matter with Friction
  51. Chapter 43 Standard Map
  52. Chapter 44 Excitation Model and Spiral Waves
  53. Chapter 45 Paper, Stone, Scissors
  54. Chapter 46 Classical Billiards
  55. Chapter 47 Planetary Systems
  56. Chapter 48 Diffusive Tortuosity
  57. Chapter 49 Gray-Scott Diffusion Reaction
  58. Chapter 50 Ant Colony
  59. Chapter 51 Wave Equation
  60. Chapter 52 Electron in a Magnetic Field
  61. Chapter 53 Smoothed Particle Hydrodynamics (SPH)
  62. Chapter 54 Hydraulic Tortuosity (Research)
  63. Chapter 55 Shallow Water
  64. Chapter 56 Molecular Dynamics
  65. Chapter 57 Predator Prey Systems
  66. Chapter 58 Heat Transfer
  67. Chapter 59 Crowd Evacuation
  68. Chapter 60 SIMPLE (Computational Fluid Dynamics)
  69. Chapter 61 Sphere Tracing
  70. Chapter 62 Stalagmites Growth
  71. Chapter 63 Jetpack – A Computer Game with Physics
  72. Chapter 64 Chain Fountain (Mould Effect)
  73. Postscript
  74. Prompts
  75. Bibliography
  76. Index

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Yes, you can access Computational Modelling with Single Prompts by Maciej Matyka in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Artificial Intelligence (AI) & Semantics. We have over 1.5 million books available in our catalogue for you to explore.