Publications

Journal Articles

  • Materials Data Science Ontology (MDS-Onto): Unifying Domain Knowledge in Materials and Applied Data Science
    Balashanmuga Priyan Rajamohan, Alexander C. Harding Bradley, Van D. Tran, Jonathan E. Gordon, Hayden W. Caldwell, Redad Mehdi, Gabriel Ponon, Quynh D. Tran, Ozan Dernek, Jarod Kaltenbaugh, Benjamin G. Pierce, Raymond Wieser, Weiqi Yue, Kiefer Lin, Jiana Kambo, Christian Lopez, Arafath Nihar, Daniel J. Savage, Donald W. Brown, Hemant Sharma, Brian Giera, Pawan K. Tripathi, Yinghui Wu, Mengjie Li, Kristopher O. Davis, Laura S. Bruckman, Erika I. Barcelos, Roger H. French
    Scientific Data 12(1), 628 (2025).
    DOI: https://doi.org/10.1038/s41597-025-04938-5 · Link: https://www.nature.com/articles/s41597-025-04938-5

  • Geospatial modeling of near subsurface temperatures of the contiguous United States for assessment of materials degradation
    Jonathan E. Gordon, Olatunde D. Akanbi, Deepa C. Bhuvanagiri, Hope E. Omodolor, Vibha Mandayam, Roger H. French, Jeffrey M. Yarus, Erika I. Barcelos
    Scientific Reports 15(1), 1053 (2025).
    DOI: https://doi.org/10.1038/s41598-024-85050-3 · Link: https://www.nature.com/articles/s41598-024-85050-3

  • FAIRmaterials: Ontology Tools with Data FAIRification in Development
    Alexander C. Harding Bradley, Jonathan E. Gordon, Balashanmuga Priyan Rajamohan, Van D. Tran, Nathaniel Hahn, Kiefer Lin, Hayden Caldwell, Arafath Nihar, Quynh D. Tran, Yinghui Wu, Laura S. Bruckman, Erika I. Barcelos, and Roger H.French
    Journal of Open Source Software 11(117), 7287 (2026).
    DOI: https://doi.org/10.21105/joss.07287 · Link: https://joss.theoj.org/papers/10.21105/joss.07287#

Posters

  • Deep Patterns in Algebraic Structures: Machine Learning Approaches to Quiver Mutation and Exceptional Sequence Classification,
    J.E. Gordon, R. Maresca
    Poster presented at the Joint Mathematics Meetings 2026, AMS-PME Poster Session, Washington DC, January 6, 2026.
    📄 PDF

  • Piezoelectrically Driven Tunable Helical Surface Acoustic Waves
    J.E. Gordon, N. Ashurbekov, A. Pitanti, M. Msall, P. V. Santos
    Poster presented at the President’s Summer Research Symposium, Brunswick, Maine, October 18, 2025.
    📄 PDF

  • Knowledge Management of Historical Data: Ontology Development for Chemical Reactions
    Quynh D. Tran, Alexander Harding Bradley, Balashanmuga Priyan Rajamohan, Jonathan E. Gordon, Van D. Tran, Kiefer Lin, Erika I. Barcelos, Laura S. Bruckman, Roger H. French
    Poster presented at the Data Science in Engineering and Life Sciences Symposium, Case Western Reserve University, Cleveland, OH, August 6, 2024.
    📄 PDF

  • Materials Data Science Ontology (MDS-Onto): Unifying Domain Knowledge in Materials and Applied Data Science
    Van D. Tran, Jonathan E. Gordon, Alexander Harding Bradley, Balashanmuga Priyan Rajamohan, Quynh D. Tran, Gabriel Ponón, Yinghui Wu, Laura S. Bruckman, Erika I. Barcelos, Roger H. French
    Poster presented at the Data Science in Engineering and Life Sciences Symposium, Case Western Reserve University, Cleveland, OH, August 6, 2024.
    📄 PDF