Search Results - "Dhawan, Pranav"

Assessment of ERA5-Land Data in Medium-Term Drinking Water Demand Modelling with Deep Learning by Dhawan, Pranav, Dalla Torre, Daniele, Zanfei, Ariele, Menapace, Andrea, Larcher, Michele, Righetti, Maurizio

“…Drinking water demand modelling and forecasting is a crucial task for sustainable management and planning of water supply systems. Despite many short-term…”
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Bias correction of ERA5-Land temperature data using standalone and ensemble machine learning models: a case of northern Italy by Niazkar, Majid, Piraei, Reza, Menapace, Andrea, Dhawan, Pranav, Torre, Daniele Dalla, Larcher, Michele, Righetti, Maurizio

“…Abstract Using the global climate model outputs without any adjustment may bring errors in water resources and climate change investigations. This study…”
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Applications of XGBoost in water resources engineering: A systematic literature review (Dec 2018–May 2023) by Niazkar, Majid, Menapace, Andrea, Brentan, Bruno, Piraei, Reza, Jimenez, David, Dhawan, Pranav, Righetti, Maurizio

“…Applications of Machine Learning methods make a paradigm shift in the domain of water resources engineering. This study not only presents the story of emerging…”
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A comprehensive comparison of bias correction methods in climate model simulations: application on ERA5-Land across different temporal resolutions by Dhawan, Pranav, Torre, Daniele Dalla, Niazkar, Majid, Kaffas, Konstantinos, Larcher, Michele, Righetti, Maurizio, Menapace, Andrea

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