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Pluto notebook: https://computationalthinking.mit.edu/Spring21/inverse_climate_model/
MARGO's Github: https://github.com/ClimateMARGO/ClimateMARGO.jl/blob/main/src/Optimization/deterministic_optimization.jl
Contents
00:00 Welcome
00:41 Introduction to MARGO
01:24 Henri on the motivation behind MARGO
03:00 How to interact with the climate model
05:16 Emission mitigation and carbon dioxide removal to minimize climate suffering
09:30 Mitigation, Removal, Geo-engineering
09:50 Adaptation: Henri explaining the equations
17:20 Mitigating emissions
20:15 Cost & damages
22:30 Henri on net cost & net benefit
24:20 Picking up the slack carbon dioxide removal
26:22 Alan on climate model incorporating economic variables
27:10 David on Solving inverse problems
28:40 Modeling with JuMP
33:05 Example of JuMP (Unconstrained optimization)
43:20 Constrained optimization
47:55 MARGO source code with JuMP
51:15 MARGO's automated optimization
54:20 Henri on how optimal policy depends on the model's assumptions
56:45 Wrap up (advice for interested CS students)
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