Project

Federated Learning Annotation of chemical features

Currently, the WFSR stores HRMS/MS data on iRODS-compatible servers, and the project aims to extend this storage to ensure comparable data and metadata formats between the WFSR and Agricultural and Food Sciences. We will develop scripts to automate this process and ensure deterministic RDF endpoints. The outcome of the project will be a harmonised RDF workflow for storing and processing FAIR datasets of multiple HRMS/MS spectra, which can ultimately be used in federated learning.