Publications
For the most up-to-date list of my publications, please see my Google Scholar profile.
A. Maurais, B. Hosseini, and Y. Marzouk. “Learning Paths for Dynamic Measure Transport: A Control Perspective.” NeurIPS Workshop on Frontiers of Probabilistic Inference: Sampling Meets Learning, 2025.
J. F. Chhoa, L. Huang, A. Little, A. Maurais, K. D. Morris, M. D. van der Walt, G. Verma, and R. Wang. “Supervised Dimension Reduction via Local Gradient Elongation.” Advances in Data Science: Women in Data Science and Mathematics (WiSDM 2023), 2025.
A. Maurais, T. Alsup, B. Peherstorfer, and Y. Marzouk. “Multifidelity Covariance Estimation via Regression on the Manifold of Symmetric Positive Definite Matrices.” SIAM Journal on Mathematics of Data Science, 7(1), 189–223, 2025.
A. Maurais and Y. Marzouk. “Sampling in Unit Time with Kernel Fisher-Rao Flow.” Proceedings of the 41st International Conference on Machine Learning, PMLR 235, 35138–35162, 2024.
A. Maurais and Y. 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.
A. Maurais, T. Alsup, B. Peherstorfer, and Y. Marzouk. “Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry.” Proceedings of the 40th International Conference on Machine Learning, PMLR 202, 24214–24235, 2023.
A. E. Maurais. “Multifidelity Covariance Estimation Three Ways.” Master’s Thesis, Massachusetts Institute of Technology, 2022.
A. Krinos and A. Maurais. “Parameter and Uncertainty Estimation for a Model of Atmospheric CO₂ Observations.” SIAM Undergraduate Research Online, 12, 305–321, 2019.
A. Krinos and A. Maurais. “Nuggets of Wisdom from Destinations Doomed Due to Dragon Dominion.” The Journal of Undergraduate Mathematics and its Applications, 40(4), 295, 2019.
A. Maurais. “Computational Tools for Bayesian Inverse Problems with Python Implementations.” Undergraduate Honors Thesis, Virginia Tech, 2019.
A. Maurais and A. Krinos. “Better to Marry Renewables than to Burn Fossil Fuels in Border States.” The Journal of Undergraduate Mathematics and its Applications, 39(3), 321, 2018.