L. Mihaela Păun

Assessing model mismatch and model selection in a Bayesian uncertainty quantification analysis of a fluid-dynamics model of pulmonary blood circulation

L. Mihaela Păun, Mitchel J. Colebank, Mette S. Olufsen et al. · Journal of The Royal Society Interface · 2020 · 41 citations · Full text

Computing, Physiology, Fluid Dynamics +16

Hemodynamic assessment of pulmonary hypertension in mice: a model-based analysis of the disease mechanism

M. Umar Qureshi, Mitchel J. Colebank, L. Mihaela Păun et al. · Biomechanics and Modeling in Mechanobiology · 2018 · 40 citations · Full text

Life Sciences, Physiology, Pathophysiology +15

<scp>Markov chain Monte Carlo</scp>with Gaussian processes for fast parameter estimation and uncertainty quantification in a<scp>1D</scp>fluid‐dynamics model of the pulmonary circulation

L. Mihaela Păun, Dirk Husmeier · International Journal for Numerical Methods in Biomedical Engineering · 2020 · 15 citations · Full text

Computing, Physics, Physiology +17

Emulation-accelerated Hamiltonian Monte Carlo algorithms for parameter estimation and uncertainty quantification in differential equation models

L. Mihaela Păun, Dirk Husmeier · Statistics and Computing · 2021 · 14 citations · Full text

Computing, Physics, Fluid Dynamics +15