MIT, Cambridge, MA, USA

©2019 BY THE SYNTHESIS PROJECT AND THE OLIVETTI GROUP AT MIT.

PUBLISHED WORK

MACHINE-LEARNED AND CODIFIED SYNTHESIS PARAMETERS OF OXIDE MATERIALS

Edward Kim, Kevin Huang, Alex Tomala, Sara Matthews, Emma Strubell, Adam Saunders, Andrew McCallum, Elsa Olivetti. Scientific Data. (2017)

MATERIALS SYNTHESIS INSIGHTS FROM THE SCIENTIFIC LITERATURE VIA TEXT EXTRACTION AND MACHINE LEARNING

Edward Kim, Kevin Huang, Adam Saunders, Andrew McCallum, Gerbrand Ceder, Elsa Olivetti. Chemistry of Materials. (2017)

VIRTUAL SCREENING OF INORGANIC MATERIALS PARAMETERS WITH DEEP LEARNING

Edward Kim, Kevin Huang, Stefanie Jegelka, Elsa Olivetti. npj Computational. (2017)

INORGANIC MATERIALS SYNTHESIS PLANNING WITH LITERATURE-TRAINED NEURAL NETWORKS

Edward Kim, Zach Jensen, Alexander van Grootel, Kevin Huang, Matthew Staib, Sheshera Mysore, Haw-Shiuan Chang, Emma Strubell, Andrew McCallum, Stefanie Jegelka, Elsa Olivetti. arXiv preprint. (2018)

AUTOMATICALLY EXTRACTING ACTION GRAPHS FROM MATERIALS SCIENCE SYNTHESIS PROCEDURES

Sheshera Mysore, Edward Kim, Emma Strubell, Ao Liu, Haw-Shiuan Chang, Srikrishna Kompella, Kevin Huang, Andrew McCallum, Elsa Olivetti. arXiv preprint. (2017)