Author
University of California San DiegoORCID 0000-0002-3626-7925Unclaimed ORCID profile · follow to get notified of new preprints
Mutual co-authors in cluster
3 papers
Recent·Most cited
Nathaniel J. Linden-Santangeli, Jin Zhang, Boris Krämer, Padmini Rangamani
The paper develops a data-informed model of AMPK signaling using uncertainty quantification and biosensors, showing AMPK integrates inputs over time during exercise.
Nathaniel J. Linden-Santangeli, Jin Zhang, Boris Krämer, Padmini Rangamani
This paper uses Bayesian multimodel inference to improve predictive certainty in systems biology models of intracellular signaling pathways.
Nathaniel J. Linden-Santangeli, Boris Krämer, Padmini Rangamani
This study introduces a Bayesian framework for parameter estimation in dynamical systems models and demonstrates its application to signaling models, showing how uncertainty quantification improves systems biology modeling.