Yili – food formulations | Speeding the development process Johnson Matthey – automotive catalysts | Reduced the amount of experiment required NASA – material and component design | Alchemite™ gives accurate predictions Domino Printing Sciences – ink formulation | Maximised value from lab resources AMRC, Boeing, Constellium, GE Additive - AM | Optimising process parameters Rolls-Royce - aerospace alloys | New alloy design satisfying 11 property criteria Optibrium and AstraZeneca - drug discovery | Successfully predicts pharmacokinetics OCAS – steels | Insights from process and microstructure data Optibrium and Genentech - drug discovery | Accurate models despite sparse data Welding Alloys Group – hardfacing materials | Improved cost, performance, eco impact With Optibrium and IFF | Now published in the Journal of Computer-Aided Molecular Design Lucideon – materials and process development | Supporting simulation and experiment GKN Aerospace - alloy design | Virtual experiments deliver results in seconds The AMRC – composite manufacturing | Cutting testing costs and wastage With Optibrium and Open Source Malaria | Now published in the Journal of Medicinal Chemistry Matmatch – specialist scientific data | Added value by gap filling and quality checking data