energy transition multiphase flow multi-physics solver numerical modelling

Efficient and robust open-source modelling platform for Energy Transition applications

ONSET

deep learning DEM simulation Machine learning surrogate models

GPU Machine learning neural networks optimization Scientific machine learning

Agriculture Climate change deep learning differentiable programming food security hybrid modelling Scientific machine learning

Bayesian Inference Data assimilation Machine learning surrogate models uncertainty-quantification

energy transition environmental modelling geothermal multi-phisics modelling Simulation uncertainty-quantification

Julia Language Julia Package Machine learning Scientific machine learning