Publications
Publications by Category
X Author: Alexander Dunn
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. 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 D Asta, Kristin A Persson, G. 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