Francesca Pianosi

15 papers B 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Integrating scientific knowledge into machine learning using interactive decision trees.
Comput. Geosci.
Georgios Sarailidis, Thorsten Wagener, Francesca Pianosi
2021 J jnl
An open-source package with interactive Jupyter Notebooks to enhance the accessibility of reservoir operations simulation and optimisation.
Environ. Model. Softw.
Andres Peñuela, Christopher J. Hutton, Francesca Pianosi
2020 J jnl
How successfully is open-source research software adopted? Results and implications of surveying the users of a sensitivity analysis toolbox.
Environ. Model. Softw.
Francesca Pianosi, Fanny Sarrazin, Thorsten Wagener
2018 J jnl
Distribution-based sensitivity analysis from a generic input-output sample.
Environ. Model. Softw.
Francesca Pianosi, Thorsten Wagener
2017 J jnl
Comparison of variance-based and moment-independent global sensitivity analysis approaches by application to the SWAT model.
Environ. Model. Softw.
Farkhondeh Khorashadi Zadeh, Jiri Nossent, Fanny Sarrazin, Francesca Pianosi, Ann van Griensven, Thorsten Wagener, Willy Bauwens
2016 J jnl
Global Sensitivity Analysis of environmental models: Convergence and validation.
Environ. Model. Softw.
Fanny Sarrazin, Francesca Pianosi, Thorsten Wagener
2016 J jnl
Sensitivity analysis of environmental models: A systematic review with practical workflow.
Environ. Model. Softw.
Francesca Pianosi, Keith J. Beven, Jim Freer, Jim W. Hall, Jonathan Rougier, David B. Stephenson, Thorsten Wagener
2015 J jnl
A Matlab toolbox for Global Sensitivity Analysis.
Environ. Model. Softw.
Francesca Pianosi, Fanny Sarrazin, Thorsten Wagener
2015 J jnl
A simple and efficient method for global sensitivity analysis based on cumulative distribution functions.
Environ. Model. Softw.
Francesca Pianosi, Thorsten Wagener
2012 B conf
Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems.
IJCNN
Andrea Castelletti, Francesca Pianosi, Marcello Restelli
2011 — conf
Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run.
ICNSC
Andrea Castelletti, Francesca Pianosi, Marcello Restelli
2010 B conf
ANN-based representation of parametric and residual uncertainty of models.
IJCNN
Francesca Pianosi, Durga Lal Shrestha, Dimitri P. Solomatine
2008 J jnl
Integration, participation and optimal control in water resources planning and management.
Appl. Math. Comput.
Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
2008 J jnl
Receding horizon control for water resources management.
Appl. Math. Comput.
Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
2008 J jnl
Water reservoir control under economic, social and environmental constraints.
Autom.
Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa