Publications

E Chen, Y Cui, E Love, L Mattingly-Dawson, A Papanicolaou, R Schmidt. The Kaplan-Meier UCB bandit algorithm for patient assignment in long-term clinical trials. In review. DRUMS summer 2024.

A Wang, K Wentzlof, J Rajala, M Green, Y Zhang, S Yang. Transfer learning for individualized treatment rules with  Application to sepsis patients data. J Data Sci 1-18. Doi:10.6339/25-JDS1193, 2025.  DRUMS summer 2022.

T Jones, AM Hristovska, MS Olufsen. Software for analysis of heart rate and blood pressure time-series data from the Valsalva maneuver. J Vis Exp 22;:e67222,2025. Doi: 10.3791/67222.  DRUMS summer 2021.

N Simafranca, B Willoughby, E O’Neal, S Farr, BJ Reich, N Giertych, MS Johnson, MA Pascolini-Campbell. Modeling wildland fire burn severity in California using a spatial Super Learner approach. Environmental and Ecological Statistics. 31:387-408, 2024. DRUMS summer 2023.

MS Olufsen, MA Bartolo, P Hernandez-Cerdan, D Gandhi, A Johnson, E Slack, I Stevens, Z Turner. Importance of uncertainty in image segmentation in one-dimensional vascular network models. in Proc 8th In-ternational Conference on Computational & Mathematical Biomedical Engineering. 1:290-294, 2024. DRUMS summer 2023.

MA Bartolo, A Taylor-LaPole, D Gandhi, A Johnson, Y Li, E Slack, I Stevens, Z Turner, D Husmeier, MS Olufsen. Computational framework for generating one-dimensional vascular models accounting for uncertainty in networsk extracted from medical images. The Journal of Physiology. 603:3929-3954, 2024. DRUMS summer 2023

Agudelo, J., B. Dippold, I. Klein, E. Geiger, and I. Kogan. Euclidean and affine curve reconstruction. Involve. 17: 29–63, 2024. REU summer 2020.

R Link, E Ebbighausen. A framework for approximating perturbed optimal control problems. In review, Preprint ArXiv:2408.09546, 2024. DRUMS summer 2023.

N Dey, J Ding, J Ferrell, C Kapper, M Lovig, E Planchon, JP Williams. Conformal prediction for text infilling and part-of-speech prediction, The New England Journal of Statistics in Data Science. 1: 69–83, 2023. DRUMS summer 2021.

Miller, M., N. Johnston, I. Livengood, M. Spinelli, R. Sazdanovic, and MS. Olufsen. A topological data analysis study on murine pulmonary arterial trees with pulmonary hypertension. Mathematical Biosciences. 364:10956, 2023. REU summer 2020.

A Colunga, MJ Colebank, REU Program, MS Olufsen. Parameter inference in a computational model of haemodynamics in pulmonary hypertension. Journal of the Royal Society Interface. 20: 20220735, 2023. REU summer 2019 & 2020.

A Asch, E Brady, H Gallardo, J Hood, B Chu, M Farazmand. Model-assisted deep learning of rare extreme events from partial observations. Chaos. 32:043112, 2022. DRUMS summer 2021.