Presentations

Talks and posters

The following presentations contain information about FTorch and its applications:

  • Accelerating UKCA by predicting timesteps with FTorch
    HPC in Weather & Climate Research session at Durham HPC Days University of Durham - June 2025
    Slides
  • Facilitating machine learning in Fortran using FTorch
    Seminars at the University of Reading Data Assimilation Research Centre and ECMWF, Reading - May 2025
    Slides
  • FTorch: Enabling Online Training for Large-Scale Fortran Models
    CCfCS Polar Symposium 2025, British Antarctic Survey, Cambridge - May 2025
    Poster
  • FTorch: A library to couple PyTorch ML models with Fortran climate models
    AI for Climate and Nature Community Day, Cambridge - May 2025
    Slides
  • Facilitating online training in Fortran-based climate models
    EuroAD, Kaiserslautern - April 2025
    Slides
  • Coupling Machine Learning to Numerical (Climate) Models
    Platform for Advanced Scientific Computing, Zurich - June 2024
    Slides
  • Blending Machine Learning and Numerical Simulation, with Applications to Climate Modelling
    Durham HPC days, Durham - May 2024
    Slides
  • Reducing the overheads for coupling PyTorch machine learning models to Fortran
    ML & DL Seminars, LSCE, IPSL, Paris - November 2023
    Slides - Recording
  • Reducing the Overhead of Coupled Machine Learning Models between Python and Fortran
    RSECon23, Swansea - September 2023
    Slides - Recording

Past FTorch tutorials:

We have given in-person training on FTorch in the form of tutorials and workshops based on the companion repository https://github.com/Cambridge-ICCS/FTorch-workshop on the following occasions: