Nonlinear Dynamics and Stability in a Multigroup Asset Flow Model. - M. DeSantis; David Swigon; Gunduz Caginalp (SIAM J. Appl. Dyn. Syst., 2012)

Pattern Formation in a Model of Acute Inflammation. - Kevin Penner; Bard Ermentrout; David Swigon (SIAM J. Appl. Dyn. Syst., 2012)

Identifiability of Linear and Linear-in-Parameters Dynamical Systems from a Single Trajectory. - Shelby R. Stanhope; Jonathan E. Rubin; David Swigon (SIAM J. Appl. Dyn. Syst., 2014)

Traveling Waves in a One-Dimensional Elastic Continuum Model of Cell Layer Migration with Stretch-Dependent Proliferation. - Tracy L. Stepien; David Swigon (SIAM J. Appl. Dyn. Syst., 2014)

Robustness of Solutions of the Inverse Problem for Linear Dynamical Systems with Uncertain Data. - Shelby R. Stanhope; Jonathan E. Rubin; David Swigon (SIAM/ASA J. Uncertain. Quantification, 2017)

APT-MCMC, a C++/Python implementation of Markov Chain Monte Carlo for parameter identification. - Li Ang Zhang; Alisa Urbano; Gilles Clermont; David Swigon; Ipsita Banerjee; Robert S. Parker (Comput. Chem. Eng., 2018)

On the Importance of the Jacobian Determinant in Parameter Inference for Random Parameter and Random Measurement Error Models. - David Swigon; Shelby R. Stanhope; Sven Zenker; Jonathan E. Rubin (SIAM/ASA J. Uncertain. Quantification, 2019)

Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment. - Thesath Nanayakkara; Gilles Clermont; Christopher James Langmead; David Swigon (CoRR, 2021)

Deep Normed Embeddings for Patient Representation. - Thesath Nanayakkara; Gilles Clermont; Christopher James Langmead; David Swigon (CoRR, 2022)