https://github.com/juliacomputing/juliasimtraining
https://github.com/juliacomputing/juliasimtraining
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/juliacomputing/juliasimtraining
- Owner: JuliaComputing
- Created: 2023-03-06T21:29:51.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-04-05T13:42:31.000Z (about 2 years ago)
- Last Synced: 2025-01-05T16:08:41.168Z (6 months ago)
- Language: Julia
- Size: 224 KB
- Stars: 2
- Watchers: 18
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# JuliaSim Training
JuliaSim is a next generation cloud-based simulation platform, combining the
latest techniques in Scientific Machine Learning with equation-based digital
twin modeling and simulation. JuliaSim is built upon JuliaHub - a modern
cloud platform for distributed, cost-effective, and reproducible computing
(optimized for Julia).
## Agenda
- [15 min]: Model building
- [RC circuit](https://github.com/JuliaComputing/JuliaSimTraining/blob/main/_static/02_JuliaSim/01_RC_Circuit_Model.md)
- [Chua circuit](https://github.com/JuliaComputing/JuliaSimTraining/blob/main/_static/02_JuliaSim/02_Chua_Circuit_Model.md)
- [15 min]: Parameter estimation
- [Virtual populations](https://github.com/JuliaComputing/JuliaSimTraining/blob/main/_static/02_JuliaSim/03_Parameter_Estimation.md)
- [15 min]: Model acceleration
- [Accelerating ODE](https://github.com/JuliaComputing/JuliaSimTraining/blob/main/_static/02_JuliaSim/04_Surrogate_from_ODE.md)
- [Accelerating FMU](https://github.com/JuliaComputing/JuliaSimTraining/blob/main/_static/02_JuliaSim/05_Surrogate_from_FMU.md)
- [15 min]: Platform review
## Reference
- [Julia Lang Training](https://github.com/JuliaComputing/Training)
- [ModelingToolkit Workshop](https://github.com/JuliaComputing/ModelingToolkitWorkshop)
- [Test FMUs](https://github.com/modelica/fmi-cross-check)
- [Pluto Notebook: `DifferentialEquations.jl` --> `ModelingToolkit.jl`](https://juliahub.com/pluto/editor.html?id=5939d28c-2578-42ff-bb53-f82cc66ed1cc)
- [Pluto Notebook: Modeling Toolkit Metadata](https://juliahub.com/pluto/editor.html?id=b44ebfed-fb23-4d77-83d9-f464bf750d78)