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Francesca Pianosi
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2020 – today
- 2023
- [j12]Georgios Sarailidis
, Thorsten Wagener
, Francesca Pianosi
:
Integrating scientific knowledge into machine learning using interactive decision trees. Comput. Geosci. 170: 105248 (2023) - 2021
- [j11]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: 105188 (2021) - 2020
- [j10]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: 104579 (2020)
2010 – 2019
- 2018
- [j9]Francesca Pianosi
, Thorsten Wagener
:
Distribution-based sensitivity analysis from a generic input-output sample. Environ. Model. Softw. 108: 197-207 (2018) - 2017
- [j8]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: 210-222 (2017) - 2016
- [j7]Fanny Sarrazin
, Francesca Pianosi
, Thorsten Wagener
:
Global Sensitivity Analysis of environmental models: Convergence and validation. Environ. Model. Softw. 79: 135-152 (2016) - [j6]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: 214-232 (2016) - 2015
- [j5]Francesca Pianosi
, Thorsten Wagener
:
A simple and efficient method for global sensitivity analysis based on cumulative distribution functions. Environ. Model. Softw. 67: 1-11 (2015) - [j4]Francesca Pianosi
, Fanny Sarrazin
, Thorsten Wagener
:
A Matlab toolbox for Global Sensitivity Analysis. Environ. Model. Softw. 70: 80-85 (2015) - 2012
- [c3]Andrea Castelletti
, Francesca Pianosi
, Marcello Restelli
:
Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems. IJCNN 2012: 1-8 - 2011
- [c2]Andrea Castelletti
, Francesca Pianosi
, Marcello Restelli
:
Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run. ICNSC 2011: 260-265 - 2010
- [c1]Francesca Pianosi
, Durga L. Shrestha
, Dimitri P. Solomatine:
ANN-based representation of parametric and residual uncertainty of models. IJCNN 2010: 1-6
2000 – 2009
- 2008
- [j3]Andrea Castelletti
, Francesca Pianosi
, Rodolfo Soncini-Sessa:
Receding horizon control for water resources management. Appl. Math. Comput. 204(2): 621-631 (2008) - [j2]Andrea Castelletti
, Francesca Pianosi
, Rodolfo Soncini-Sessa:
Integration, participation and optimal control in water resources planning and management. Appl. Math. Comput. 206(1): 21-33 (2008) - [j1]Andrea Castelletti
, Francesca Pianosi
, Rodolfo Soncini-Sessa:
Water reservoir control under economic, social and environmental constraints. Autom. 44(6): 1595-1607 (2008)
Coauthor Index
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