Computational prediction of new auxetic materials
Dagdelen, J., Montoya, J., de Jong, M., & Persson, K. (2017). Computational prediction of new auxetic materials. Nature Communications, 8(323). https://doi.org/10.1038/s41467-017-00399-6
CV
Education
- B.S. in GitHub, GitHub University, 2012
- M.S. in Jekyll, GitHub University, 2014
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
Work experience
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Atomate: A high-level interface to generate, execute, and analyze computational materials science workflows
K Mathew, JH Montoya, A Faghaninia, S Dwarakanath, M Aykol, H Tang, ... Computational Materials Science 139, 140-152
Unsupervised word embeddings capture latent knowledge from materials science literature
Tshitoyan, V., Dagdelen, J., Weston, L., Dunn, A., Rong, Z., Kononova, O., … Jain, A. (2019). Unsupervised word embeddings capture latent knowledge from materials science literature. Nature, 571(7763), 95–98. https://doi.org/10.1038/s41586-019-1335-8
Named Entity Recognition and Normalization Applied to Large-Scale Information Extraction from the Materials Science Literature
Weston, L., Tshitoyan, V., Dagdelen, J., Kononova, O., Trewartha, A., Persson, K. A., … Jain, A. (2019). Named Entity Recognition and Normalization Applied to Large-Scale Information Extraction from the Materials Science Literature. Journal of Chemical Information and Modeling, 59(9), 3692–3702. https://doi.org/10.1021/acs.jcim.9b00470
Talks
Review of Energy Generation Trends in the United States.
Keynote at International Energy Raw Materials and Energy Summit., Istanbul Technical University. Istanbul, Turkey
Computational Investigation of Poisson’s Ratio and its Relationship to Crystal Structure.
Talk at American Crystallographic Association Annual Meeting, Toronto, Canada
Natural Language Processing for Materials Discovery
Talk at Materials Research Society Fall Meeting, Boston, MA
Driving Materials Innovation with Natural Language Processing
Keynote at National Research Council Workshop on AI for Design, Ottawa, Canada
Teaching
Service and leadership
- Currently signed in to 43 different slack teams