Department Publications

2010s

2019

9. Model Boundary Approximation Method as a Unifying Framework for Balanced Truncation and Singular Perturbation Approximation

   P. E. Paré, D. Grimsman, A. T. Wilson, M. K. Transtrum, and S. Warnick

   IEEE Trans. Autom. Control 64 (11), 4796-4802 (2019).
   
10. Network Reduction in Transient Stability Models using Partial Response Matching

    Benjamin L. Francis^‡, Jacob R. Nuttall^‡, Mark K. Transtrum, Andrija T. Sarić, and Aleksandar M. Stanković

    2019 North American Power Symposium (NAPS), (Wichita, Kansas, October 2019).
    
11. Machine learning-based ensemble model predictions of outdoor ambient sound levels

    Katrina Pedersen^†, Mark K. Transtrum, Kent L. Gee, Brooks A. Butler^‡, Michael M. James, and Alexandria R. Salton

    176th Meeting of Acoustical Society of America; 2018 Acoustics Week in Canada, (Victoria, Canada, November 2018). Proc. Meet. Acoust. 35 (1), 022002 (2019).
    
12. Classifying crowd behavior at collegiate basketball games using acoustic data

    Brooks A. Butler^‡, Katrina Pedersen^†, Mylan R. Cook^†, Spencer G. Wadsworth^‡, Eric Todd^‡, Dallen Stark^‡, Kent L. Gee, Mark K. Transtrum, … (1 other authors)

    176th Meeting of Acoustical Society of America; 2018 Acoustics Week in Canada, (Victoria, Canada, November 2018). Proc. Meet. Acoust. 35 (1), 055006 (2019).
    
13. Data Classification and Parameter Identification in Power Systems by Manifold Learning

    Andrija T. Sarić, Mark K. Transtrum, and Aleksandar M. Stanković

    2019 IEEE Milan PowerTech, (Milan, Italy, June 2019).
    
14. Unwinding the model manifold: Choosing similarity measures to remove local minima in sloppy dynamical systems

    Benjamin L. Francis^† and Mark K. Transtrum

    Phys. Rev. E 100 (1), 012206 (2019).
    
15. Modeling inter-particle magnetic correlations in magnetite nanoparticle assemblies using x-ray magnetic scattering data

    Johnathon Rackham^†, Brittni Newbold^‡, Steve Kotter^‡, Dallin Smith^‡, Dalton Griner^‡, Roger Harrison, … Mark Transtrum, and Karine Chesnel (1 other authors)

    AIP Advances 9 (3), 035033 (2019).
    
16. Optimal experimental design for machine learning using the Fisher information

    Tracianne B. Neilsen, David F. Van Komen^‡, Mark K. Transtrum, Makenzie B. Allen^‡, and David P. Knobles

    Proc. Meet. Acoust. 35 (1), 055004 (2019).
    
17. Data-Driven Dynamic Equivalents for Power System Areas from Boundary Measurements

    Andrija T. Sarić, Mark T. Transtrum, and Aleksandar M. Stanković

    IEEE Trans. Power Syst. 34 (1), 360-370 (2019).
    

^‡Undergraduate Student Author

^†Graduate Student Author