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 Precision Medicine – Stem Cell Therapy

Modelling viscosity and density in alkanes

Imputing heterogeneous drug discovery data

Imputation versus prediction for drug discovery

Predicting the state of charge and health of batteries

Predicting physical properties of alkanes with neural networks

Structure-Mechanical Stability Relations of Metal-Organics

Neural network identification of an alloy for direct laser deposition

Imputation of Assay Bioactivity Data using Deep Learning

Materials data validation and imputation with a neural network

Probabilistic design of a molybdenum-base alloy using a neural network

Design of a nickel-base superalloy with Rolls-Royce
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