Published in SIAM Journal on Mathematics of Data Science (accepted), 2024
Recommended citation: Aimee Maurais, Terrence Alsup, Benjamin Peherstorfer, Youssef Marzouk, "Multifidelity covariance estimation via regression on the manifold of symmetric positive definite matrices." SIAM Journal on Mathematics of Data Science (accepted), 2024.
Published in International Conference on Machine Learning, 2024
Recommended citation: Aimee Maurais and Youssef Marzouk, "Sampling in unit time with kernel Fisher-Rao flow." In International Conference on Machine Learning. PMLR, 2024.
Published in NeurIPS Workshop on Optimal Transport and Machine Learning, 2023
Recommended citation: Aimee Maurais and Youssef Marzouk, "Adaptive algorithms for continuous-time transport: homotopy-driven sampling and a new interacting particle system." NeurIPS Workshop on Optimal Transport and Machine Learning, 2023.
Published in International Conference on Machine Learning, 2023
Recommended citation: Aimee Maurais, Terrence Alsup, Benjamin Peherstorfer, Youssef Marzouk, "Multi-fidelity covariance estimation in the log-Euclidean geometry." In International Conference on Machine Learning. PMLR, 2023.
Published in Master's Thesis, 2022
Recommended citation: Aimee Maurais, "Multifidelity Covariance Estimation Three Ways." Master's Thesis, 2022.
Published in SIAM Undergraduate Research Online, 2019
Recommended citation: Aimee Maurais, Arianna Krinos, "Parameter and Uncertainty Estimation for a Model of Atmospheric CO$_2$ Observations." SIAM Undergraduate Research Online, 2019.
Published in The Journal of Undergraduate Mathematics and its Applications, 2019
Recommended citation: Aimee Maurais, Arianna Krinos, "Nuggets of Wisdom from Destinations Doomed Due to Dragon Dominion." The Journal of Undergraduate Mathematics and its Applications, 2019.
Published in Undergraduate Honors Thesis, 2019
Recommended citation: Aimee Maurais, "Computational Tools for Bayesian Inverse Problems with Python Implementations." Undergraduate Honors Thesis, 2019.
Published in The Journal of Undergraduate Mathematics and its Applications, 2018
Recommended citation: Aimee Maurais, Arianna Krinos, "Better to marry renewables than to burn fossil fuels in border states." The Journal of Undergraduate Mathematics and its Applications, 2018.