White Papers

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

7 Examples of How Materials & Chemicals Companies Innovate with AI

7 Examples of How Materials & Chemicals Companies Innovate with AI

5 ways machine learning can power life science data analysis

Five ways machine learning can power life science data analysis

Alchemite™ – enabling applied machine learning

Alchemite™ – enabling applied machine learning

Machine Learning for Adaptive Experimental Design

Machine Learning for Adaptive Experimental Design

White Paper - ML for Polymer R&D

Machine learning for polymer R&D: White paper

Materials white paper

Machine learning for materials design & development: white paper

Trustworthy AI in the materials and chemicals industries

Trustworthy AI in the materials and chemicals industries

Combining ML with physics and chemistry models

Combining ML with physics and chemistry models

Alchemite™ powered deep learning with “small data”

Alchemite™ powered deep learning with “small data”

Machine Learning for Battery Applications: White Paper

Machine Learning for Battery Applications: White Paper