Publications

Browse the library of peer-reviewed publications from the Intellegens team relating to machine learning, the Alchemite™ method, and applications of ML in research.

Machine learning for steelmaking
Paper - ML superalloy microsrtructure and creep strength from physical descriptors

New approach to predicting superalloy microchemistry and properties

Greener concrete using a novel machine learning approach
Superalloy paper Oct 2022

Superalloy design using neural networks

Knowledge from noise – new algorithm turns uncertainty into a positive
NASA Technical Memorandum

NASA Technical Memorandum validates Alchemite™

Predicting pharmacokinetics with Optibrium and AstraZeneca

Design of automotive catalysts at Johnson Matthey

Formulation and manufacturing of batteries

Imputation of sensory properties with IFF

Alchemite™ identifies potential antimalarial drug

OPTIMADE Consortium sets standard for materials data exchange
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