Andrew F. Ilersich, Kevin Course, and Prasanth B. Nair. "Data-driven stochastic reduced-order modeling of parametrized dynamical systems." Proceedings of the Royal Society A, 2026. Accepted, in press. Preprint available.
Andrew F. Ilersich and Prasanth B. Nair. "Learning stochastic multiscale models." Neural Information Processing Systems, 2025.
Andrew F. Ilersich and Prasanth B. Nair. "Deep learning with Gaussian continuation." Foundations of Data Science, 7(3): 790-813, 2025.
Andrew F. Ilersich and Suraj Bansal. "Conceptual aerodynamic design considerations for a fixed-wing microgravity UAV." AIAA Aviation Forum, 2023.
Andrew F. Ilersich, Kyle A. Schau, Joseph C. Oefelein, Adam M. Steinberg, and Masayuki Yano. "Augmenting covariance estimation for ensemble-based data assimilation in multiple-query scenarios." Combustion Theory and Modelling, 26(6):1041-1070, 2022.
Andrew F. Ilersich, Kyle A. Schau, Joseph C. Oefelein, Adam M. Steinberg, and Masayuki Yano. "Reducing the cost of ensemble-based data assimilation in multiple-query scenarios through covariance augmentation." AIAA Propulsion and Energy Forum, 2021.
Anna Taddio, Andrew F. Ilersich, Anthony N. Ilersich, and Jenny Wells. "From the mouth of babes: getting vaccinated doesn't have to hurt." Canadian Journal of Infectious Diseases and Medical Microbiology, 25:470261, 2014.
Theses
Andrew F. Ilersich, supervised by Prasanth B. Nair. "Learning SDE models of spatio-temporal dynamics, with applications to reduced-order modeling and multiscale representations." Doctoral Thesis, University of Toronto, 2026. Submitted, under review by doctoral committee.
Andrew F. Ilersich, supervised by Adam M. Steinberg and Masayuki Yano. "Reducing the cost of ensemble-based data assimilation in multiple-query scenarios through covariance augmentation." Master's Thesis, University of Toronto, 2021.
Andrew F. Ilersich, supervised by Christopher J. Damaren. "Spacecraft attitude control by magnetic actuation and double-gimbal variable-speed control moment gyroscope." Undergraduate Thesis, University of Toronto, 2019.