FL-CHEMSAFE

Federated Chemical Safety Assessment

FL-CHEMSAFE enables secure and collaborative QSAR model development for chemical prioritisation and hazard screening — addressing data heterogeneity across public and proprietary sources while enhancing the performance and reliability of local predictive models.

NEW TO FEDERATED LEARNING?

Become an expert and learn the basics of federated learning approaches. Blog posts ➚

Read our peer-reviewed publication (preprint here). Publication ➚

Follow the open-source series of three simulated use cases. Tutorials ➚

WHAT CAN WE DO FOR YOUR TEAM NOW?

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Live Workshops

Bespoke interactive training sessions available
in person and online.

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Technical Support

Federated readiness audit, strategy development, pipeline design and implementation.

(PAST) EVENTS & SPEAKING ENGAGEMENTS

NEWOpenTox Virtual Conference 2025 — More here
British Toxicology Society, Skills Gap Training: Module 4
World Congress on Alternatives and Animal Use in the Life Sciences (WC13)
AI4Cosmetics Online Workshop, Chemical Safety: Decentralized AI Edition
International Workshop on Quantitative Structure-Activity Relationships in Environmental and Health Sciences (QSAR2025)

WE ARE LOOKING FOR THOSE INTERESTED IN JOINING
THE PROOF-OF-VALUE CONSORTIUM

For any queries, leave your message or ping Dr Nicoleta Spînu on LinkedIn.