Francesca Pianosi

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 7

Top Topics

Sensitivity Analysis

Top Venues

Environ. Model. Softw.

Comput. Geosci.

Publications

Georgios Sarailidis, Thorsten Wagener, Francesca Pianosi
Integrating scientific knowledge into machine learning using interactive decision trees. Comput. Geosci. 170 (2023)
Andres Peñuela, Christopher J. Hutton, Francesca Pianosi
An open-source package with interactive Jupyter Notebooks to enhance the accessibility of reservoir operations simulation and optimisation. Environ. Model. Softw. 145 (2021)
Francesca Pianosi, Fanny Sarrazin, Thorsten Wagener
How successfully is open-source research software adopted? Results and implications of surveying the users of a sensitivity analysis toolbox. Environ. Model. Softw. 124 (2020)
Francesca Pianosi, Thorsten Wagener
Distribution-based sensitivity analysis from a generic input-output sample. Environ. Model. Softw. 108 (2018)
Farkhondeh Khorashadi Zadeh, Jiri Nossent, Fanny Sarrazin, Francesca Pianosi, Ann van Griensven, Thorsten Wagener, Willy Bauwens
Comparison of variance-based and moment-independent global sensitivity analysis approaches by application to the SWAT model. Environ. Model. Softw. 91 (2017)
Fanny Sarrazin, Francesca Pianosi, Thorsten Wagener
Global Sensitivity Analysis of environmental models: Convergence and validation. Environ. Model. Softw. 79 (2016)
Francesca Pianosi, Keith J. Beven, Jim Freer, Jim W. Hall, Jonathan Rougier, David B. Stephenson, Thorsten Wagener
Sensitivity analysis of environmental models: A systematic review with practical workflow. Environ. Model. Softw. 79 (2016)
Francesca Pianosi, Fanny Sarrazin, Thorsten Wagener
A Matlab toolbox for Global Sensitivity Analysis. Environ. Model. Softw. 70 (2015)
Francesca Pianosi, Thorsten Wagener
A simple and efficient method for global sensitivity analysis based on cumulative distribution functions. Environ. Model. Softw. 67 (2015)
Andrea Castelletti, Francesca Pianosi, Marcello Restelli
Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems. IJCNN (2012)
Andrea Castelletti, Francesca Pianosi, Marcello Restelli
Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run. ICNSC (2011)
Francesca Pianosi, Durga L. Shrestha, Dimitri P. Solomatine
ANN-based representation of parametric and residual uncertainty of models. IJCNN (2010)
Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
Integration, participation and optimal control in water resources planning and management. Appl. Math. Comput. 206 (1) (2008)
Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
Receding horizon control for water resources management. Appl. Math. Comput. 204 (2) (2008)
Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
Water reservoir control under economic, social and environmental constraints. Autom. 44 (6) (2008)