We worked with Johnson Matthey, using computational techniques to automate and accelerate the process of identifying properties of novel chemical formulations.

Simulation and machine learning for future medicine
We worked with AstraZeneca to accelerate lead optimisation by providing insights on a new class of drugs with the potential to reduce costs and increase productivity.

Developing visualisation and AI tools for engineering production
Researchers based at the STFC Hartree Centre and the Virtual Engineering Centre, University of Liverpool are working with Airbus in the UK to apply state-of-the-art artificial intelligence (AI) and data visualisation to their production process.

Machine learning in whisky identification and verification
We worked with the Scotch Whisky Research Institute (SWRI) using data analytics to tackle counterfeiting across the sector.