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.

Alchemite™ validated for global pharma data in peer-reviewed study

June 29, 2021

Machine Learning for Precision Medicine – Stem Cell Therapy

September 21, 2020

Modelling viscosity and density in alkanes

July 3, 2020

Imputing heterogeneous drug discovery data

June 22, 2020

Imputation versus prediction for drug discovery

April 6, 2020

Predicting the state of charge and health of batteries

March 24, 2020

Predicting physical properties of alkanes with neural networks

August 6, 2019

Structure-Mechanical Stability Relations of Metal-Organics

July 10, 2019

Neural network identification of an alloy for direct laser deposition

April 15, 2019

Imputation of Assay Bioactivity Data using Deep Learning

February 12, 2019

Materials data validation and imputation with a neural network

May 3, 2018

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

March 15, 2018

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