Journal Publications:
Krishna, A., Joseph, V. R., Ba, S., Brenneman, W. A., and Myers, W. R. (2021), 'Robust Experimental Designs for Model Calibration’, Journal of Quality Technology (2021): 1-12. (link)
Krishna, A., Craig, S. R., Shi, C., and Joseph, V. R., 'Inverse Design of Acoustic Metasurfaces Using Space-Filling Points ', Applied Physics Letters (2022): 121, 071701 (link).
Krishna, A., Tran, H., Huang, C., Ramprasad, R., and Joseph, V. R., "Adaptive exploration and optimization of materials crystal structures", INFORMS Journal of Data Science (2023), (link).
Book:
Krishna, A., Shi, L., Besler, E., and Kuyper A., ’Introduction to Data Science with Python’ (2022). The book is currently being used as the course textbook by around 200 students enrolled in STAT303-1 (Introduction to Data Science with Python), offered by the Department of Statistics and Data Science at Northwestern University (link).
ArXiv:
Krishna, A., Mak, S., and Joseph, V.R. (2019), 'Distributional Clustering: A Distribution-Preserving Clustering method’, arXiv preprint arXiv:1911.05940. (arXiv)
Pattie, W., and Krishna, A. (2024), 'SMART: A Flexible Approach to Regression using Spline-Based Multivariate Adaptive Regression Trees', arXiv preprint arXiv:2410.05597 (arXiv)
Distributional Clustering: A Distribution Preserving Clustering Method (INFORMS Annual Meeting, Oct 2019)
Robust Experimental Designs for Model Calibration (INFORMS Annual Meeting, Oct 2019)
Adaptive Exploration and Optimization of Crystal Structures, INFORMS Annual Meeting, Nov 2020.
Adaptive Exploration and Optimization of Crystal Structures, ICSA (International Chinese Statistical Association), Dec 2020.
Design of Acoustic Metasurfaces with Independent Amplitude and Phase Control (INFORMS Annual Meeting, Oct 2021).
Design of Acoustic Metasurfaces with Independent Amplitude and Phase Control (182nd Meeting of the Acoustical Society of America, May 2022).