02_Coding-Projects

II. Coding Projects

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Table of Content

By discipline

• Mathematics
• Physics
• Chemistry
• Biology
• Earth Science
• Ecology
• Social Science

 

By topic

• Dynamics and Chaos
• Information and Computation
• Emergence and Self-Organization
• Evolution and Adaptation
• Collective Behavior
• Network
• Scaling
• Strategy

 

By implementation

• Cellular Automata
• Agent-Based Modeling
• System Dynamics
• Game Theory
• Genetic algorithm
• Social Network Analysis
• Discrete Event Simulation
• Fuzzy Cognitive Mapping
• Hybrid Modeling

 

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By discipline

Mathematics

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Sierpinski Triangle	(In progress)
Chaos Game	(In progress)
Koch Fractal	(In progress)
Deterministic Chaos (Logistic Map)	(In progress)

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Physics

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Double Pendulum	(In progress)
Lorenz Attractor	(In progress)
3 Body Problem	(In progress)
Diffusion-Limited Aggregation	(In progress)
Percolation	(In progress)

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Chemistry

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Reaction Diffusion	(In progress)
Percolation	(In progress)

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Biology

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Reaction Diffusion	(In progress)
Covid Simulation	(In progress)
Predator-Prey	(In progress)
Dynamics of Evolution	(In progress)
Hawk-Dove Game	(In progress)
Evolution of Altruism	(In progress)

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Earth Science

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Forest Fires	(In progress)
Sandpiles	(In progress)
Daisyworld	(In progress)

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Ecology

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Predator-Prey	(In progress)
Daisyworld	(In progress)
Flocking Simulation	(In progress)
Ant Colony	(In progress)
Forest Fires	(In progress)
Dynamics of Evolution	(In progress)
Deterministic Chaos (Logistic Map)	(In progress)

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Social Science

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Schelling Segregation model	(In progress)
Complex Contagion	(In progress)

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By topic

Dynamics and Chaos

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Double Pendulum	(In progress)
Lorenz Attractor	(In progress)
3 Body Problem	(In progress)
Predator-Prey	(In progress)
Daisyworld	(In progress)
Covid Simulation	(In progress)
Forest Fires	(In progress)
Chaos Game	(In progress)
Langton's Ant	(In progress)
Deterministic Chaos (Logistic Map)	(In progress)

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Information and Computation

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation

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Emergence and Self-Organization

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Wolfram's Elementary Cellular Automata	(In progress)
Conway's Game of Life	(In progress)
Langton's Ant	(In progress)
Sierpinski Triangle	(In progress)
Chaos Game	(In progress)
Koch Fractal	(In progress)
Flocking Simulation	(In progress)
Sandpiles	(In progress)
Diffusion-Limited Aggregation	(In progress)
Reaction Diffusion	(In progress)
Evolutionary Steering Behaviors	(In progress)
Schelling Segregation model	(In progress)

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Evolution and Adaptation

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Predator-Prey	(In progress)
Daisyworld	(In progress)
Covid Simulation	(In progress)
Smart Rockets	(In progress)
Dynamics of Evolution	(In progress)
Hawk-Dove Game	(In progress)
Evolution of Altruism	(In progress)
Deterministic Chaos (Logistic Map)	(In progress)

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Collective Behavior

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Flocking Simulation	(In progress)
Ant Colony	(In progress)

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Network

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Traveling Salesperson with Genetic Algorithm	(In progress)
Percolation	(In progress)
Complex Contagion	(In progress)

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Scaling

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Percolation	(In progress)
Complex Contagion	(In progress)

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Strategy

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Hawk-Dove Game	(In progress)
Evolution of Altruism	(In progress)

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By implementation

Cellular Automata

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Wolfram's Elementary Cellular Automata	(In progress)
Conway's Game of Life	(In progress)
Langton's Ant	(In progress)
Forest Fires	(In progress)
Sandpiles	(In progress)
Reaction Diffusion	(In progress)
Percolation	(In progress)
Schelling Segregation model	(In progress)
Dynamics of Evolution	(In progress)

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Agent-Based Modeling

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Flocking Simulation	(In progress)
Ant Colony	(In progress)
Diffusion-Limited Aggregation	(In progress)
Predator-Prey	(In progress)
Daisyworld	(In progress)
Evolutionary Steering Behaviors	(In progress)
Hawk-Dove Game	(In progress)
Evolution of Altruism	(In progress)

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System Dynamics

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Predator-Prey	(In progress)
Daisyworld	(In progress)
Covid Simulation	(In progress)

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Game Theory

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Hawk-Dove Game	(In progress)
Evolution of Altruism	(In progress)

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Genetic algorithm

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Smart Rockets	(In progress)
Traveling Salesperson with Genetic Algorithm	(In progress)
Evolutionary Steering Behaviors	(In progress)
Hawk-Dove Game	(In progress)
Evolution of Altruism	(In progress)

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Social Network Analysis

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation
Complex Contagion	(In progress)

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Discrete Event Simulation

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation

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Fuzzy Cognitive Mapping

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation

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Hybrid Modeling

Lesson	Binder	Nbviewer	Google Colab	Discipline	Topic	Implementation

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