Microsoft Technology Licensing, LLC

Andrea Cepellotti

Matthias Troyer

Adrian Dumitrascu

Nathan Andrew Baker

Nihit Pokhrel

Mark A Woodlief

Hongbin Liu

Chi Chen

Examples are disclosed that relate to materials discovery using machine learning models. One example provides a method enacted on a computing system. The method comprises receiving a query comprising one or more of element information and material property information, and, based on the query, retrieving material data from a materials information database. The material data comprises structural information for each material within a set of materials matching the query, the set comprising one or more materials, and for one or more materials in the set of materials, one or more predicted material properties determined using one or more trained machine learning models. The method further comprises outputting the material data.

Materials information database including machine learning models

Growing community of inventors

Arlington, MA, United States of America

Andrea Cepellotti