White Papers

White Papers on the application of machine learning in chemicals, materials, FMCG, life sciences, and manufacturing.

7 Examples of How Materials & Chemicals Companies Innovate with AI

White paper - machine learning for life sciences

Five ways machine learning can power life science data analysis

Machine Learning for Adaptive Experimental Design

Alchemite™ explained

White paper - Machine learning for materials design and development

Machine learning for materials design & development: white paper

AI-powered Additive Manufacturing

Mixtures-of-mixtures white paper

The smart blend: Next-gen mixture formulation

White Paper - Machine learning for polymer R&D

Machine learning for polymer R&D: White paper

Trustworthy AI white paper - implementing machine learning in the materials and chemicals industries

Trustworthy AI in the materials and chemicals industries

Joint white paper with the Henry Royce Institute - combining machine learning with other modelling methods

Combining ML with physics and chemistry models

White paper - using machine learning for R&D problems when you lack data

Alchemite™ powered deep learning with “small data”

White paper - machine learning for battery applications

Machine Learning for Battery Applications: White Paper