Research graph
References from Assessing parameter identifiability of a hemodynamics PDE model using spectral surrogates and dimension reduction. Local targets link to admitted publications; unresolved targets remain external evidence.
Challenges and opportunities in uncertainty quantification for healthcare and biological systems
2025 · External reference
Guidelines for mechanistic modeling and analysis in cardiovascular research
10.1152/ajpheart.00766.2023 · 2024 · External reference
Unresolved reference
External reference
A guide to uncertainty quantification and sensitivity analysis for cardiovascular applications
2016 · External reference
10.1137/1.9781611977844
10.1137/1.9781611977844 · External reference
Sensitivity analysis: A review of recent advances
10.1016/j.ejor.2015.06.032 · 2016 · External reference
Variance-based sensitivity analysis for time-dependent processes
10.1016/j.ress.2019.106722 · 2020 · External reference
Principal component analysis and sparse polynomial chaos expansions for global sensitivity analysis and model calibration: Application to urban drainage simulation
10.1016/j.ress.2019.106737 · 2020 · External reference
Effects of arterial wall models and measurement uncertainties on cardiovascular model predictions
10.1016/j.jbiomech.2016.11.042 · 2017 · External reference
Applicability of the polynomial chaos expansion method for personalization of a cardiovascular pulse wave propagation model
10.1002/cnm.2695 · 2014 · External reference
Efficient uncertainty quantification in a spatially multiscale model of pulmonary arterial and venous hemodynamics
10.1007/s10237-024-01875-x · 2024 · External reference
On structural and practical identifiability
10.1016/j.coisb.2021.03.005 · 2021 · External reference
An in-silico analysis of experimental designs to study ventricular function: a focus on the right ventricle
10.1371/journal.pcbi.1010017 · 2022 · External reference
Profile-wise analysis: a profile likelihood-based workflow for identifiability analysis, estimation, and prediction with mechanistic mathematical models
10.1371/journal.pcbi.1011515 · 2023 · External reference
Structural identifiability analysis of age-structured PDE epidemic models
10.1007/s00285-021-01711-1 · 2022 · External reference
Implementing measurement error models with mechanistic mathematical models in a likelihood-based framework for estimation, identifiability analysis and prediction in the life sciences
10.1098/rsif.2023.0402 · 2024 · External reference
Parameter identifiability in PDE models of fluorescence recovery after photobleaching
10.1007/s11538-024-01266-4 · 2024 · External reference
To Sobol or not to Sobol? The effects of sampling schemes in systems biology applications.
10.1016/j.mbs.2021.108593 · 2021 · External reference
Emulation-accelerated Hamiltonian Monte Carlo algorithms for parameter estimation and uncertainty quantification in differential equation models
2021 · External reference
Integration based profile likelihood calculation for PDE constrained parameter estimation problems
10.1088/0266-5611/32/12/125009 · 2016 · External reference
Practical parameter identifiability for spatio-temporal models of cell invasion
10.1098/rsif.2020.0055 · 2020 · External reference
A comparison of Gaussian processes and polynomial chaos emulators in the context of haemodynamic pulse-wave propagation modelling
2025 · External reference
Numerical simulation and experimental validation of blood flow in arteries with structured-tree outflow conditions
10.1114/1.1326031 · 2000 · External reference
Sensitivity analysis and uncertainty quantification of 1-D models of pulmonary hemodynamics in mice under control and hypertensive conditions
10.1002/cnm.3242 · 2021 · External reference
Assessing model mismatch and model selection in a Bayesian uncertainty quantification analysis of a fluid-dynamics model of pulmonary blood circulation
10.1098/rsif.2020.0886 · 2020 · External reference
Pulse wave propagation in the arterial tree
10.1146/annurev-fluid-122109-160730 · 2011 · External reference
Numerical simulation of blood flow and pressure drop in the pulmonary arterial and venous circulation
10.1007/s10237-014-0563-y · 2014 · External reference
Evolution of hemodynamic forces in the pulmonary tree with progressively worsening pulmonary arterial hypertension in pediatric patients
10.1007/s10237-018-01114-0 · 2019 · External reference
The arterial windkessel
10.1007/s11517-008-0359-2 · 2009 · External reference
Structural and hemodynamic properties of murine pulmonary arterial networks under hypoxia-induced pulmonary hypertension
10.1177/0954411920944110 · 2020 · External reference
10.1061/9780784413609.257
10.1061/9780784413609.257 · External reference
Computer model calibration using high-dimensional output
10.1198/016214507000000888 · 2008 · External reference
Personalization of models with many model parameters: an efficient sensitivity analysis approach
10.1002/cnm.2727 · 2015 · External reference
Bayesian sensitivity analysis of a 1D vascular model with Gaussian process emulators
10.1002/cnm.2882 · 2017 · External reference
An effective fractal-tree closure model for simulating blood flow in large arterial networks
2015 · External reference
Rarefaction and blood pressure in systemic and pulmonary arteries
10.1017/jfm.2012.220 · 2012 · External reference
Parameter selection and optimization of a computational network model of blood flow in single-ventricle patients
2025 · External reference
Hemodynamic assessment of pulmonary hypertension in mice: a model-based analysis of the disease mechanism
10.1007/s10237-018-1078-8 · 2019 · External reference
Gaussian process emulation of dynamic computer codes
10.1093/biomet/asp028 · 2009 · External reference
Optimal experimental design for infinite-dimensional Bayesian inverse problems governed by PDEs: a review
10.1088/1361-6420/abe10c · 2021 · External reference
Bayesian emulation of complex multi-output and dynamic computer models
10.1016/j.jspi.2009.08.006 · 2010 · External reference
