O1 (WP1) – The theory of transport and machine learning architectures
Deliverable: A comprehensive turbulent transport model
- T1.1: Modeling the equations of motion for particles Completed
- T1.2: Modeling the turbulence Completed
- T1.3: Modeling the architecture of machine learning codes Completed
O2 (WP2) – Developing and testing numerical codes
Deliverable: 1 code for test particle simulations, 2 codes for machine learning
- T2.1: Improvements to the test-particle numerical code Completed
- T2.2: Machine learning tool development Completed
- T2.3: Testing Completed
O3 (WP3) – The construction of the database: extensive simulations
Deliverable: Database, trained and tested machine learning tools
- T3.1: Defining the database Not started
- T3.2: Extensive simulations Not started
- T3.3: Data processing Not started
- T3.4: Training and testing the machine learning tools Not started
O4 (WP4) – Predictions and physical mechanisms
Deliverable: Characterization of transport mechanisms
- T4.1: Correlations between transport and plasma parameters Not started
- T4.2: Turbulence diagnosis Not started
- T4.3: Analytical approximations Not started