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Bruno Brentan

Universidade Estadual de Campinas (UNICAMP)

Cidade Universitária Zeferino Vaz - Barão

Geraldo

Campinas - SP, 13083-970

Brazil

  • Universidade Estadual de Campinas (UNICAMP)

SCHOLARLY PAPERS

5

DOWNLOADS

491

TOTAL CITATIONS

1

Scholarly Papers (5)

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1.

Sectorización de redes de abastecimiento mediante la implementación de mapas auto organizados (Sectorization of Supply Networks Through the Implementation of Self Organized Maps)

Ibero-American Seminar on Water and Drainage Networks (SEREA 2017)
Number of pages: 8 Posted: 01 Feb 2018
Carlos Martins, Enrique Campbell, Amilkar Ilaya-Ayza, Bruno Brentan and Joaquín Izquierdo
Universidad Politécnica de Valencia, Universidad Politécnica de Valencia, Universidad Técnica de Oruro - Facultad Nacional de Ingenieria, Universidade Estadual de Campinas (UNICAMP) and Universidad Politécnica de Valencia
Downloads 117 (608,822)

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supply networks, sectorization, self-organized maps, heuristic optimization

2.

Opening the Black Box of Metamodeling for Water Distribution Systems: A Physics-Informed Approach

Number of pages: 37 Posted: 05 Feb 2025
Andrea Menapace, Ariele Zanfei, João Caetano, Dídia Covas and Bruno Brentan
Eurac Research, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Universidade Estadual de Campinas (UNICAMP)
Downloads 109 (654,668)
Citation 1

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surrogate model, Water Distribution Systems, Phsicis-Informed Neural Networ, Hydraulics

3.

Análise Correlacional das Variáveis Climáticas e Sociais na Previsão de Demanda em Tempo Real (Correlational Analysis of Weather and Social Variables in Real-Time Demand Forecasting)

Ibero-American Seminar on Water and Drainage Networks (SEREA 2017)
Number of pages: 7 Posted: 13 Feb 2018
Julia K. Ambrosio, Cícero L. R. dos Santos, Bruno Brentan, Lubienska C. L.J. Ribeirod and Edevar Luvizotto Junior
Universidade Estadual de Campinas (UNICAMP), Universidade Estadual de Campinas (UNICAMP), Universidade Estadual de Campinas (UNICAMP), Universidade Estadual de Campinas (UNICAMP) and Universidade Estadual de Campinas (UNICAMP)
Downloads 100 (689,572)

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Water Supply System, Water Demand, Correlation Analysis, SOM

4.

Metodologías para análisis de error de previsión de demanda para identificar eventos anómalos en redes de abastecimiento de agua (Methodologies for Analysis of Forecasting Demand Error to Identify Anomalous Events in Water Supply Networks)

Ibero-American Seminar on Water and Drainage Networks (SEREA 2017)
Number of pages: 8 Posted: 01 Feb 2018 Last Revised: 08 Feb 2018
Daniel A. Sierra, Daniel Manzi, Bruno Brentan and Edevar Luvizotto Junior
Universidade Estadual de Campinas (UNICAMP), Universidade Estadual de Campinas (UNICAMP), Universidade Estadual de Campinas (UNICAMP) and Universidade Estadual de Campinas (UNICAMP)
Downloads 98 (699,467)

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Water Supply Systems, Forecasting Demand, Anomalous Events Detection

5.

Deconstructing predictability: A granular approach to input selection for water demand forecasting

Number of pages: 30 Posted: 08 Nov 2025
Ariele Zanfei, Manuel Herrera, Bruno Brentan and Andrea Menapace
affiliation not provided to SSRN, Newcastle University - School of Engineering, Universidade Estadual de Campinas (UNICAMP) and Eurac Research
Downloads 67 (916,100)

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Granular Computing, Input selection, time series forecasting, Urban water demand, water distribution systems