Publications

Browse the library of peer-reviewed publications relating to the Alchemite™ method and its applications in research.

Rapid Residual Stress Simulation and Distortion Mitigation in Laser Additive Manufacturing through Machine Learning

March 4, 2025

Book Chapter: ‘Adaptive Experimental Design’

September 26, 2024

Artificial intelligence (AI) futures: India-UK collaborations emerging from the 4th Royal Society Yusuf Hamied workshop

June 30, 2024

Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange

June 25, 2024

Imputation vs QSAR for Toxicology Data Modeling

December 14, 2023

Designing 3D woven composites

Generating candidate tow architectures for 3D woven composites

November 8, 2023

Machine learning for steelmaking

September 21, 2023

Paper - ML superalloy microsrtructure and creep strength from physical descriptors

New approach to predicting superalloy microchemistry and properties

June 13, 2023

Greener concrete using a novel machine learning approach

April 27, 2023

Superalloy paper Oct 2022

Superalloy design using neural networks

October 13, 2022

Knowledge from noise – new algorithm turns uncertainty into a positive

September 21, 2022

NASA Technical Memorandum

NASA Technical Memorandum validates Alchemite™

July 20, 2022

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