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ORCIDDavid Swigon
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- affiliation: University of Pittsburgh, Pennsylvania, USA
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2020 – today
- 2022
[i2]Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead
, David Swigon:
Deep Normed Embeddings for Patient Representation. CoRR abs/2204.05477 (2022)- 2021
- [i1]Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon:
Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment. CoRR abs/2101.08477 (2021)
2010 – 2019
- 2019
- [j7]David Swigon, Shelby R. Stanhope, Sven Zenker, Jonathan E. Rubin:
On the Importance of the Jacobian Determinant in Parameter Inference for Random Parameter and Random Measurement Error Models. SIAM/ASA J. Uncertain. Quantification 7(3): 975-1006 (2019) - 2018
- [j6]Li Ang Zhang, Alisa Urbano, Gilles Clermont, David Swigon, Ipsita Banerjee, Robert S. Parker:
APT-MCMC, a C++/Python implementation of Markov Chain Monte Carlo for parameter identification. Comput. Chem. Eng. 110: 1-12 (2018) - 2017
- [j5]Shelby R. Stanhope, Jonathan E. Rubin, David Swigon:
Robustness of Solutions of the Inverse Problem for Linear Dynamical Systems with Uncertain Data. SIAM/ASA J. Uncertain. Quantification 5(1): 572-597 (2017) - 2014
- [j4]Tracy L. Stepien, David Swigon:
Traveling Waves in a One-Dimensional Elastic Continuum Model of Cell Layer Migration with Stretch-Dependent Proliferation. SIAM J. Appl. Dyn. Syst. 13(4): 1489-1516 (2014) - [j3]Shelby R. Stanhope, Jonathan E. Rubin, David Swigon:
Identifiability of Linear and Linear-in-Parameters Dynamical Systems from a Single Trajectory. SIAM J. Appl. Dyn. Syst. 13(4): 1792-1815 (2014) - 2012
- [j2]Kevin Penner, Bard Ermentrout, David Swigon:
Pattern Formation in a Model of Acute Inflammation. SIAM J. Appl. Dyn. Syst. 11(2): 629-660 (2012) - [j1]M. DeSantis, David Swigon, Gunduz Caginalp:
Nonlinear Dynamics and Stability in a Multigroup Asset Flow Model. SIAM J. Appl. Dyn. Syst. 11(3): 1114-1148 (2012)
Coauthor Index
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