a modeling environment tailored to parameter estimation in dynamical systems
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Mar 11, 2025 - MATLAB
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model-calibration
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ARBO is a Matlab/C++ package for simulation and analysis of arbovirus nonlinear dynamics.
computational-biology monte-carlo-simulation dynamical-systems model-calibration epidemics nonlinear-dynamics uncertainty-quantification inverse-problems zika-virus arbovirus
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Jul 18, 2024 - MATLAB
A collection of time-efficient state estimation algorithms for the medium-fidelity WindFarmSimulator (WFSim) control model
control nonlinear model-calibration kalman-filtering ukf enkf state-estimation dual-estimation wind-farm-control closed-loop wfsim
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Dec 11, 2018 - MATLAB
GEARS a toolbox for Global parameter Estimation with Automated Regularisation via Sampling by Jake Alan Pitt and Julio R. Banga
optimization matlab modeling cross-validation regularization modelling parameter-estimation model-calibration optimisation model-fitting parameter-identification regularisation
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Nov 20, 2018 - MATLAB
We address the calibration of SEIR-like epidemiological models from daily reports of COVID-19 infections in New York City, during the period 01-Mar-2020 to 22-Aug-2020. Our models account for different types of disease severity, age range, sex and spatial distribution. The manuscript related to such simulations can be found in https://arxiv.org/…
calibration epidemiology model-calibration inverse-problems epidemic-model seir covid-19 covid covid19 seir-model seird-model
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Apr 9, 2021 - MATLAB
Code for calibration as a method of design.
optimization matlab bayesian-methods model-calibration uncertainty-quantification gaussian-processes pareto-optimality
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Oct 17, 2020 - MATLAB
Data for the Quantitative Single-Neuron Modeling Competition (2007).
challenge competition data simulation modeling neuroscience bayesian-methods computational-neuroscience electrophysiology parameter-estimation bayesian-inference model-calibration uncertainty-quantification bayesian-optimization bayesian-statistics simulation-modeling electrophysiological-data neuronal-models single-neuron-model neuroscience-competition
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May 30, 2023 - MATLAB
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