Federico Galvanin

Orcid: 0000-0002-3296-1581

According to our database1, Federico Galvanin authored at least 15 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
An optimal experimental design framework for fast kinetic model identification based on artificial neural networks.
Comput. Chem. Eng., 2024

An optimization-free Fisher information driven approach for online design of experiments.
Comput. Chem. Eng., 2024

2023
An exploratory model-based design of experiments approach to aid parameters identification and reduce model prediction uncertainty.
Comput. Chem. Eng., September, 2023

An optimal experimental design strategy for improving parameter estimation in stochastic models.
Comput. Chem. Eng., February, 2023

2021
Safe model-based design of experiments using Gaussian processes.
Comput. Chem. Eng., 2021

2020
Chance Constrained Policy Optimization for Process Control and Optimization.
CoRR, 2020

An artificial neural network approach to recognise kinetic models from experimental data.
Comput. Chem. Eng., 2020

A diagnostic procedure for improving the structure of approximated kinetic models.
Comput. Chem. Eng., 2020

2019
A framework for the optimal design of a minimum set of clinical trials to characterize von Willebrand disease.
Comput. Methods Programs Biomed., 2019

An online reparametrisation approach for robust parameter estimation in automated model identification platforms.
Comput. Chem. Eng., 2019

2016
A methodology for direct exploitation of available information in the online model-based redesign of experiments.
Comput. Chem. Eng., 2016

A joint model-based experimental design approach for the identification of kinetic models in continuous flow laboratory reactors.
Comput. Chem. Eng., 2016

2013
On the use of continuous glucose monitoring systems to design optimal clinical tests for the identification of type 1 diabetes models.
Comput. Methods Programs Biomed., 2013

2012
Online model-based redesign of experiments with erratic models: A disturbance estimation approach.
Comput. Chem. Eng., 2012

2011
Optimal design of clinical tests for the identification of physiological models of type 1 diabetes in the presence of model mismatch.
Medical Biol. Eng. Comput., 2011


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