Publications
Publications by Category
2020
Bartel, Christopher J., Amalie Trewartha, Qi Wang, Alexander Dunn, Anubhav Jain, and Gerbrand Ceder."A critical examination of compound stability predictions from machine-learned formation energies."npj Computational Materials
6.1 (2020). DOI
Dylla, Maxwell T., Alexander Dunn, Shashwat Anand, Anubhav Jain, and G. Jeffrey Snyder."Machine Learning Chemical Guidelines for Engineering Electronic Structures in Half-Heusler Thermoelectric Materials."Research
2020 (2020) 1 - 8. DOI
2019
Tshitoyan, Vahe, John Dagdelen, Leigh Weston, Alexander Dunn, Ziqin Rong, Olga Kononova, Kristin A. Persson, Gerbrand Ceder, and Anubhav Jain."Unsupervised word embeddings capture latent knowledge from materials science literature."Nature
571.7763 (2019) 95 - 98. DOI
2018
Ward, Logan, Alexander Dunn, Alireza Faghaninia, Nils E. R. Zimmermann, Saurabh Bajaj, Qi Wang, Joseph Montoya, Jiming Chen, Kyle Bystrom, Maxwell Dylla, Kyle Chard, Mark Asta, Kristin A. Persson, G. Jeffrey Snyder, Ian Foster, and Anubhav Jain."Matminer: An open source toolkit for materials data mining."Computational Materials Science
152 (2018) 60 - 69. DOI