ECMJ-GSSI-2022

Lecture material for the course Elements of Computational Modeling in Julia, GSSI 2022.

Questions asked

• What is a simulation? What do we know about how to do simulations?
• Why the Julia programming language? How to use it?
• How to write a simple simulation? Is climate change a real thing?
• What are important examples of past simulations?

Lectures

• Introduction

• A famous simulation: World3

• (Italian draft) Quick intro to Julia syntax and quick intro to plotting in Julia

• A simple climate model

• Physics-Informed Neural Networks

• Forward-Mode Automatic Differentiation
• Discrete Dynamics

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