Papers Mentioning Citrine

However, most materials property information remains scattered across multiple resources […] We note that Citrine Informatics ( is one commercial entity that is attempting to centralize information collected from diverse sources (both experimental and computational).

Such analyses are culminating in more general “recommender” systems that can suggest new compounds based on observed data. For example, Citrine Informatics has built a recommendation system for suggesting new and unconventional thermoelectric materials.117

Jain, A., Hautier, G., Ong, S.P., & Persson, K. New opportunities for materials informatics: Resources and data mining techniques for uncovering hidden relationships. Journal of Materials Research 31(08), 977-994.