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GrainLearning
Unsure about the parameters of your grains in a computer simulation? Use Iterative Bayesian Filtering to learn parameter distributions from limited data. Is your model running slowly? Speed up your simulations with machine-learning surrogates. All these features are integrated within GrainLearning.
- Bayesian Inference
- Data assimilation
- Machine learning
- + 2
- Jupyter Notebook
- Python
- PureBasic
- + 1
3
101
open-DARTS
Open Delft Advanced Research Terra Simulator is a simulation framework for forward and inverse modelling and uncertainty quantification of multi-physics (thermo-hydro-mechanical-chemical) processes in geo-engineering applications as geothermal, CO2 sequestration, water pumping, and hydrogen storage.
- energy transition
- environmental modelling
- geothermal
- + 3
- Python
- C++
- Cuda
- + 2
13
47
duqtools
Duqtools is a tool for Dynamic Uncertainty Quantification for Tokamak reactor simulations modelling.
- fusion-reactor
- modelling
- python
- + 2
- Jupyter Notebook
- Python
- Shell
2
2