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Fundamental and Computational Sciences Directorate

Staff information

Nathan Hodas

Pacific Northwest National Laboratory
PO Box 999
MSIN: K7-28
Richland, WA 99352

PNNL Publications


  • Hohman FM, NO Hodas, and DH Chau. 2017. "ShapeShop: Towards Understanding Deep Learning Representations via Interactive Experimentation." In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI EA 2017), May 6-11, 2017, Denver, Colorado, pp. 1694-1699.  ACM, NEW YORK, NY.  doi:10.1145/3027063.3053103
  • Goh GB, CM Siegel, A Vishnu, and NO Hodas. 2017. "ChemNet: A Transferable and Generalizable Deep Neural Network for Small-Molecule Property Prediction." In Machine Learning for Molecules and Materials (NIPS 2017 Workshop), December 8, 2017, Long Beach, California.  Neural Information Processing Systems Foundation, Inc., LA JOLLA, CA. 
  • Goh GB, NO Hodas, and A Vishnu. 2017. "Deep Learning for Computational Chemistry." Journal of Computational Chemistry 38(16):1291-1307.  doi:10.1002/jcc.24764
  • Hodas NO, KJ Shaffer, A Yankov, CD Corley, and AL Anderson. 2017. "Beyond Fine Tuning: Adding capacity to leverage few labels." In Learning with Limited Labeled Data (LLD Workshop 2017), December 9, 2017, Long Beach, California.  Neural Information Processing Systems Foundation, Inc., LA JOLLA, CA. 
  • Volkova S, KJ Shaffer, JY Jang, and NO Hodas. 2017. "Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter." In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, July 30-August 4, 2017, Vancouver, BC, Canada, vol. 2, pp. 647-653; Paper No. 10.18653/v1/P17-2102.  STROUDSBURG, PA.  doi:10.18653/v1/P17-2102


  • Jurrus ER, NO Hodas, NA Baker, TP Marrinan, and MD Hoover. 2016. "Adaptive Visual Sort and Summary of Micrographic Images of Nanoparticles for Forensic Analysis." In 2016 IEEE International Symposium on Technologies for Homeland Security, May 10-11, 2016, Waltham, MA.  IEEE, PISCATAWAY, NJ.  doi:10.1109/THS.2016.7568959


  • Hodas NO, G Ver Steeg, JJ Harrison, S Chikkagoudar, EB Bell, and CD Corley. 2015. "Disentangling the Lexicons of Disaster Response in Twitter." In Proceedings of the 24th International Conference on World Wide Web (WWW 2015), May 18-22, 2015, Florence, Italy, pp. 1201-1204.  ACM, NEW YORK, NY.  doi:10.1145/2740908.2741728

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