Department Publications

2020s

2026

  1. Comparative study of ensemble-based uncertainty quantification methods for neural network interatomic potentials
    Yonatan Kurniawan†, Mingjian Wen, Ellad B Tadmor, and Mark K Transtrum
    Mach. Learn.-Sci. Technol. 7 (5), 055018 (2026).
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  2. Impact of viscous-grain shearing parameters on transmission loss in sediment acoustics
    Aiden C. Edwards‡, Michelle S. Wang‡, Aviana Smith, Jay C. Spendlove†, Tracianne B. Neilsen, and Mark K. Transtrum
    186th Meeting of the Acoustical Society of America and the Canadian Acoustical Association, (Ottawa, Ontario, Canada, May 2024). Proc. Meet. Acoust. 54 (1), 070007 (2026).
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  3. A geospatial model of global ambient sound levels
    Shane V. Lympany, Michael M. James, Matthew F. Calton, Alexandria R. Salton, Katrina Pedersen†, Mark K. Transtrum, and Kent L. Gee
    J. Acoust. Soc. Am. 159 (3), 2444-2459 (2026).
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  4. An information-matching approach to optimal experimental design and active learning
    Yonatan Kurniawan†, Tracianne B. Neilsen, Benjamin L. Francis, Alex M. Stankovic, Mingjian Wen, Ilia Nikiforov, … and Mark K. Transtrum (3 other authors)
    Appl. Phys. Lett. 128 (6), 064104 (2026).
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  5. PropMolFlow: property-guided molecule generation with geometry-complete flow matching
    Cheng Zeng, Jirui Jin, Connor Ambrose, George Karypis, Mark Transtrum, Ellad B. Tadmor, … (4 other authors)
    Nat. Commun., (2026).
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‡Undergraduate Student Author

†Graduate Student Author