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: Application to sepsis patients data from eICU-CRD and
MIMIC-III databases. In Review. Preprint ArXiv:2501.02128, 2025. DRUMS summer
2022.

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

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

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.

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.

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

T Jones, AM Hristovska, MS Olufsen. Software for analysis of heart rate and blood
pressure timeseries data from the Valsalva maneuver. Accepted for publication. Journal
of Visualized Experiments, 2024. DRUMS summer 2021.

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.