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:

• ICCS Summer School, July 2024.
• Durham HPC Days, June 2025.