Publications

Increasing certainty in systems biology models using Bayesian multimodel inference

Linden-Santangeli NJ, Zhang J, Kramer B, Rangamani P. In review. 2024.

The evolution of systems biology and systems medicine: From mechanistic models to uncertainty quantification

Lingxia Qiao, Ali Khalilimeybodi, Nathaniel J Linden-Santangeli, Padmini Rangamani. Submitted to Annual Reviews in Biomedical Engineering. 2024.

Bayesian parameter estimation for the inclusion of uncertainty in progressive damage simulation of composites

Reiner J, Linden NJ, Vaziri N, Zobeiry N, Kramer B. Composite Structures. 2023.

Bayesian Parameter Estimation for Dynamical Models in Systems Biology

Linden NJ, Kramer B, Rangamani P. PLoS Computational Biology. 2022.

Go with the FLOW: Visualizing spatiotemporal dynamics in optical widefield calcium imaging

Linden NJ, Tabuena DR, Steinmetz NA, Moody WJ, Brunton SL, Brunton BW. Journal of the Royal Society Interface. 2021.

News and Media

Identifiability and Sensitivity Analysis for Bayesian Parameter Estimation in Systems Biology

Linden NJ, Rangamani P, Kramer B. SIAM News. 2023.