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by Rongpeng Li, Aiichiro Nakano
Simulation with Python: Develop Simulation and Modeling in Natural Sciences, Engineering, and Social Sciences
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Front Matter
1. Calculating Pi with Monte Carlo Simulation
2. Markov Chain, a Peek into the Future
3. Multi-armed Bandits, Probability Simulation, and Bayesian Statistics
4. Balls in a 2-D Box, a Simple Physics Engine
5. Percolation, Threshold, and Phase Change
6. Queuing System: How Stock Trades Are Made
7. Rock, Scissors, and Paper: Multi-agent Simulation
8. Disease Spreading, Simulating COVID-19 Outbreak
9. Misinformation Spreading and Simulations on a Graph
Back Matter
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