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Classroom Contents
JuliaSim: Machine Learning Accelerated Modeling and Simulation
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- 1 Welcome!
- 2 Help us add time stamps for this video! See the description for details.
- 3 Industrial application of Julia
- 4 Fast Differential Equation Solvers
- 5 Speedup of symbolic computation
- 6 Integration with neural networks
- 7 Engineering a Community
- 8 SciML coverage
- 9 Missing pieces in SciML
- 10 JuliaSim introduction
- 11 Next generation of algorithms
- 12 Acceleration via surrogates
- 13 Composed surrogates
- 14 Training surrogates with JuliaHub
- 15 Pretrained models
- 16 GUI
- 17 Examples of JuliaSim integration
- 18 JuliaSim Roadmap
- 19 Try JuliaSim
