Research graph
References from Uncertainty quantification and sensitivity analysis of neuron models with ion concentration dynamics. Local targets link to admitted publications; unresolved targets remain external evidence.
A brief history of simulation neuroscience
10.3389/fninf.2019.00032 · 2019 · External reference
Potassium dynamics in the epileptic cortex: new insights on an old topic
10.1177/1073858408317955 · 2008 · External reference
How does spreading depression spread? Physiology and modeling
10.1515/revneuro-2014-0069 · 2015 · External reference
Conditions for the Triggering of Spreading Depression Studied With Computer Simulations
10.1152/jn.00237.2002 · 2002 · External reference
The role of extracellular potassium dynamics in the different stages of ictal bursting and spreading depression: A computational study
10.1016/j.jtbi.2009.01.032 · 2009 · External reference
The influence of sodium and potassium dynamics on excitability, seizures, and the stability of persistent states: I. Single neuron dynamics
10.1007/s10827-008-0132-4 · 2009 · External reference
The influence of sodium and potassium dynamics on excitability, seizures, and the stability of persistent states: II. Network and glial dynamics
10.1007/s10827-008-0130-6 · 2009 · External reference
Ion concentration dynamics as a mechanism for neuronal bursting
10.1007/s10867-010-9212-6 · 2011 · External reference
Multiphysics Neuron Model for Cellular Volume Dynamics
10.1109/tbme.2011.2159217 · 2011 · External reference
Neural Dynamics during Anoxia and the “Wave of Death”
10.1371/journal.pone.0022127 · 2011 · External reference
The Sodium-Potassium Pump Controls the Intrinsic Firing of the Cerebellar Purkinje Neuron
10.1371/journal.pone.0051169 · 2012 · External reference
Dependence of spontaneous neuronal firing and depolarisation block on astroglial membrane transport mechanisms
10.1007/s10827-011-0345-9 · 2012 · External reference
A Mathematical Model of the Metabolic and Perfusion Effects on Cortical Spreading Depression
10.1371/journal.pone.0070469 · 2013 · External reference
Unification of Neuronal Spikes, Seizures, and Spreading Depression
10.1523/jneurosci.0516-14.2014 · 2014 · External reference
Dynamics from Seconds to Hours in Hodgkin-Huxley Model with Time-Dependent Ion Concentrations and Buffer Reservoirs
10.1371/journal.pcbi.1003941 · 2014 · External reference
Electrogenic properties of the Na+/K+ ATPase control transitions between normal and pathological brain states
10.1152/jn.00460.2014 · 2015 · External reference
A multidomain model for ionic electrodiffusion and osmosis with an application to cortical spreading depression
10.1016/j.physd.2015.06.008 · 2015 · External reference
The Slow Dynamics of Intracellular Sodium Concentration Increase the Time Window of Neuronal Integration: A Simulation Study
10.3389/fncom.2017.00085 · 2017 · External reference
An electrodiffusive, ion conserving Pinsky-Rinzel model with homeostatic mechanisms
10.1371/journal.pcbi.1007661 · 2020 · External reference
An electrodiffusive neuron-extracellular-glia model for exploring the genesis of slow potentials in the brain
10.1371/journal.pcbi.1008143 · 2021 · External reference
Multiscale Computer Modeling of Spreading Depolarization in Brain Slices
10.1523/eneuro.0082-22.2022 · 2022 · External reference
Uncertainpy: A Python Toolbox for Uncertainty Quantification and Sensitivity Analysis in Computational Neuroscience
10.3389/fninf.2018.00049 · 2018 · External reference
Uncertainty quantification and sensitivity analysis of a hippocampal CA3 pyramidal neuron model under electromagnetic induction
2023 · External reference
Comprehensive Uncertainty Quantification and Sensitivity Analysis for Cardiac Action Potential Models
10.3389/fphys.2019.00721 · 2019 · External reference
Interstitial ions: A key regulator of state-dependent neural activity?
10.1016/j.pneurobio.2020.101802 · 2020 · External reference
Multi-scale computational modelling in biology and physiology
10.1016/j.pbiomolbio.2007.07.019 · 2008 · External reference
Heterogeneous Multiscale Methods for Stiff Ordinary Differential Equations
10.1090/s0025-5718-05-01745-x · 2005 · External reference
Global sensitivity analysis using polynomial chaos expansions
10.1016/j.ress.2007.04.002 · 2008 · External reference
Using sparse polynomial chaos expansions for the global sensitivity analysis of groundwater lifetime expectancy in a multi-layered hydrogeological model
10.1016/j.ress.2015.11.005 · 2016 · External reference
Unresolved reference
2015 · External reference
Global Sensitivity Analysis of High-Dimensional Neuroscience Models: An Example of Neurovascular Coupling
10.1007/s11538-019-00578-0 · 2019 · External reference
Enabling forward uncertainty quantification and sensitivity analysis in cardiac electrophysiology by reduced order modeling and machine learning
10.1002/cnm.3450 · 2021 · External reference
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression
10.1016/j.camwa.2023.08.016 · 2023 · External reference
Variance-based sensitivity analysis for time-dependent processes
10.1016/j.ress.2019.106722 · 2020 · External reference
SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python
10.1038/s41592-019-0686-2 · 2020 · External reference
Unresolved reference
External reference
Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates
10.1016/s0378-4754(00)00270-6 · 2001 · External reference
Sensitivity estimates for nonlinear mathematical models
1993 · External reference
An electrodiffusive, ion conserving Pinsky-Rinzel model with homeostatic mechanisms
2020 · External reference
Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses
10.18174/sesmo.18155 · 2022 · External reference
10.21105/joss.00097 · 2017 · Admitted local publication
Making best use of model evaluations to compute sensitivity indices
10.1016/s0010-4655(02)00280-1 · 2002 · External reference
Chaospy: An open source tool for designing methods of uncertainty quantification
10.1016/j.jocs.2015.08.008 · 2015 · External reference
10.1007/978-3-540-29678-2_1453
10.1007/978-3-540-29678-2_1453 · External reference
Unresolved reference
2011 · External reference
Unresolved reference
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