Current List of itwinai Plugins

Below is a list of existing itwinai plugins, which correspond to scientific use cases that have been integrated into the itwinai framework.

Physics Sciences

• 3DGAN – Fast Simulation of Particles in Calorimeters

• GlitchFlow – Noise Generation for Gravitational Waves Analysis at Virgo

• Pulsar Detection (Radio Astronomy)

• Machine Learned Particle Flow Reconstruction (MLPF)

• Normflow - Normalizing flows as a generative model for lattice field theory

Environmental Sciences

• Hython – Hydrological Modelling for Drought Early Warnings

• xtclim – ML-based extreme events detection and characterization (CERFACS)

• AtmoRep – A Stochastic Model of Atmosphere Dynamics

Contribute Your Plugin

If you are developing a plugin and would like it to be listed on this page, feel free to open a pull request to update it!