Francesca Pianosi

According to our database, Francesca Pianosi authored at least 15 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Integrating scientific knowledge into machine learning using interactive decision trees.

Georgios Sarailidis, Thorsten Wagener, Francesca Pianosi

Comput. Geosci., 2023

2021

An open-source package with interactive Jupyter Notebooks to enhance the accessibility of reservoir operations simulation and optimisation.

Andres Peñuela, Christopher J. Hutton, Francesca Pianosi

Environ. Model. Softw., 2021

2020

How successfully is open-source research software adopted? Results and implications of surveying the users of a sensitivity analysis toolbox.

Francesca Pianosi, Fanny Sarrazin, Thorsten Wagener

Environ. Model. Softw., 2020

2018

Distribution-based sensitivity analysis from a generic input-output sample.

Francesca Pianosi, Thorsten Wagener

Environ. Model. Softw., 2018

2017

Comparison of variance-based and moment-independent global sensitivity analysis approaches by application to the SWAT model.

Farkhondeh Khorashadi Zadeh, Jiri Nossent, Fanny Sarrazin, Francesca Pianosi, Ann van Griensven, Thorsten Wagener, Willy Bauwens

Environ. Model. Softw., 2017

2016

Global Sensitivity Analysis of environmental models: Convergence and validation.

Fanny Sarrazin, Francesca Pianosi, Thorsten Wagener

Environ. Model. Softw., 2016

Sensitivity analysis of environmental models: A systematic review with practical workflow.

Francesca Pianosi, Keith J. Beven, Jim Freer, Jim W. Hall, Jonathan Rougier, David B. Stephenson, Thorsten Wagener

Environ. Model. Softw., 2016

2015

A simple and efficient method for global sensitivity analysis based on cumulative distribution functions.

Francesca Pianosi, Thorsten Wagener

Environ. Model. Softw., 2015

A Matlab toolbox for Global Sensitivity Analysis.

Francesca Pianosi, Fanny Sarrazin, Thorsten Wagener

Environ. Model. Softw., 2015

2012

Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems.

Andrea Castelletti, Francesca Pianosi, Marcello Restelli

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run.

Andrea Castelletti, Francesca Pianosi, Marcello Restelli

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2011

2010

ANN-based representation of parametric and residual uncertainty of models.

Francesca Pianosi, Durga L. Shrestha, Dimitri P. Solomatine

Proceedings of the International Joint Conference on Neural Networks, 2010

2008

Water reservoir control under economic, social and environmental constraints.

Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa

Autom., 2008

Integration, participation and optimal control in water resources planning and management.

Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa

Appl. Math. Comput., 2008

Receding horizon control for water resources management.

Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa

Appl. Math. Comput., 2008