Christophe Paoli

4.1k citations

30 papers · 3.0k indexed · 2 hit papers · h-index 18

Artificial Intelligence top 0.5%
Electrical and Electronic Engineering top 2%
Renewable Energy, Sustainability and the Environment top 1%
Environmental Engineering top 5%
Management Science and Operations Research top 2%

Co-authors: Marie Laure Nivet Cyril Voyant Gilles Notton Alexis Fouilloy Fabrice Motte Marc Muselli Soteris A. Kalogirou Christophe Darras
Topics: Solar Radiation and Photovoltaics (22 papers)Energy Load and Power Forecasting (19 papers)Photovoltaic System Optimization Techniques (13 papers)
Cited by: Renewable Energy, Sustainability and the Environment Artificial Intelligence Energy Engineering and Power Technology
Journals: SHILAP Revista de lepidopterologíaRenewable and Sustainable Energy Reviews Applied Energy
Partner nations: France Türkiye Algeria

In The Last Decade

Christophe Paoli

28 papers receiving 2.9k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Machine learning methods for solar radiation forecasting: A review

2017 1.2k citations Cyril Voyant, Gilles Notton et al. Renewable Energy profile →
Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting

2018 375 citations Gilles Notton, Marie Laure Nivet et al. profile →

Peers

Countries citing papers authored by Christophe Paoli

Since Specialization

Citations

This map shows the geographic impact of Christophe Paoli's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Christophe Paoli with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Christophe Paoli more than expected).

Fields of papers citing papers by Christophe Paoli

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Christophe Paoli. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Christophe Paoli. The network helps show where Christophe Paoli may publish in the future.

Co-authorship network of co-authors of Christophe Paoli

This figure shows the co-authorship network connecting the top 25 collaborators of Christophe Paoli. A scholar is included among the top collaborators of Christophe Paoli based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Christophe Paoli. Christophe Paoli is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Etat de l’art sur les réseaux de neurones artificiels appliqués à l’estimation du rayonnement solaire 2023 ·Journal of Renewable Energies ·(unknown),Gilles Notton,Rabah Dizène,Christophe Paoli	0
2	Time series forecasting on solar irradiation using deep learning 2017 ·International Conference on Electrical and Electronics Engineering ·Murat Cihan Sorkun,Christophe Paoli,Özlem Durmaz İncel	22
3	On meteorological forecasts for energy management and large historical data: A first look 2017 ·Renewable Energy and Power Quality Journal ·Cyril Voyant,Cédric Join,Michel Fliess,Marie Laure Nivet,Marc Muselli,Christophe Paoli	2
4	Machine learning methods for solar radiation forecasting: A reviewbreakdown → 2017 ·Renewable Energy ·Cyril Voyant,Gilles Notton,Soteris A. Kalogirou,Marie Laure Nivet,Christophe Paoli,Fabrice Motte,Alexis Fouilloy	1229
5	Multilayer Perceptron approach for estimating 5-min and hourly horizontal global irradiation from exogenous meteorological data in locations without solar measurements 2016 ·Renewable Energy ·(unknown),Gilles Notton,Cyril Voyant,Rabah Dizène,Marie Laure Nivet,Christophe Paoli,(unknown)	20
6	Forecasting method for global radiation time series without training phase: Comparison with other well-known prediction methodologies 2016 ·Energy ·Cyril Voyant,Fabrice Motte,Alexis Fouilloy,Gilles Notton,Christophe Paoli,Marie Laure Nivet	20
7	Hybridization of Air Quality Forecasting Models Using Machine Learning and Clustering: An Original Approach to Detect Pollutant Peaks 2015 ·Aerosol and Air Quality Research ·(unknown),Gilles Notton,Christophe Paoli,Marie Laure Nivet,Cyril Voyant	31
8	Meteorological time series forecasting with pruned multi-layer perceptron and two-stage Levenberg-Marquardt method 2015 ·International Journal of Modelling Identification and Control ·Cyril Voyant,(unknown),Marie Laure Nivet,Gilles Notton,Christophe Paoli,(unknown),Marc Muselli	1
9	Estimation of 5-min time-step data of tilted solar global irradiation using ANN (Artificial Neural Network) model 2014 ·Energy ·(unknown),Rabah Dizène,Gilles Notton,Christophe Paoli,Cyril Voyant,Marie Laure Nivet	74
10	Multi-horizon Irradiation Forecasting for Mediterranean Locations Using Time Series Models 2014 ·Energy Procedia ·Christophe Paoli,Cyril Voyant,Marc Muselli,Marie Laure Nivet	5
11	Time series modeling and large scale global solar radiation forecasting from geostationary satellites data 2014 ·Solar Energy ·Cyril Voyant,Pierrick Haurant,Marc Muselli,Christophe Paoli,Marie Laure Nivet	2
12	Multi-horizon solar radiation forecasting for Mediterranean locations\n using time series models 2013 ·arXiv (Cornell University) ·Cyril Voyant,Christophe Paoli,Marc Muselli,Marie Laure Nivet	56
13	Bayesian rules and stochastic models for high accuracy prediction of solar radiation 2013 ·Applied Energy ·Cyril Voyant,Christophe Darras,Marc Muselli,Christophe Paoli,Marie Laure Nivet,Philippe Poggi	60
14	URBAN OZONE CONCENTRATION FORECASTING WITH ARTIFICIAL NEURAL NETWORK IN CORSICA 2013 ·SHILAP Revista de lepidopterología ·(unknown),Gilles Notton,Christophe Paoli,Cyril Voyant,Marie Laure Nivet,(unknown)	5
15	Estimation of Tilted Solar Irradiation Using Artificial Neural Networks 2013 ·Energy Procedia ·Gilles Notton,Christophe Paoli,Said Diaf	15
16	Twenty four hours ahead global irradiation forecasting using multi-layer perceptron 2013 ·Meteorological Applications ·Cyril Voyant,(unknown),Marie Laure Nivet,Christophe Paoli,Marc Muselli	34
17	Estimation of hourly global solar irradiation on tilted planes from horizontal one using artificial neural networks 2012 ·Energy ·Gilles Notton,Christophe Paoli,(unknown),Marie Laure Nivet,(unknown),Christian Cristofari	75
18	Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation 2012 ·Energy ·Cyril Voyant,Marc Muselli,Christophe Paoli,Marie Laure Nivet	211
19	Hybrid methodology for hourly global radiation forecasting in Mediterranean area 2012 ·Renewable Energy ·Cyril Voyant,Marc Muselli,Christophe Paoli,Marie Laure Nivet	71
20	Forecasting of preprocessed daily solar radiation time series using neural networks 2010 ·Solar Energy ·Christophe Paoli,Cyril Voyant,Marc Muselli,Marie Laure Nivet	285

About Christophe Paoli

Christophe Paoli is a scholar working on Renewable Energy, Sustainability and the Environment, Artificial Intelligence and Environmental Engineering, having authored 30 papers that have together received 3.0k indexed citations. Recurring topics across this work include Solar Radiation and Photovoltaics (22 papers), Energy Load and Power Forecasting (19 papers) and Photovoltaic System Optimization Techniques (13 papers). The work is most often cited by research in Renewable Energy, Sustainability and the Environment (1.5k citations), Artificial Intelligence (2.1k citations) and Energy Engineering and Power Technology (108 citations). Christophe Paoli has collaborated with scholars based in France, Türkiye and Algeria. Frequent co-authors include Marie Laure Nivet, Cyril Voyant, Gilles Notton, Alexis Fouilloy, Fabrice Motte, Marc Muselli, Soteris A. Kalogirou, Christophe Darras, Özlem Durmaz İncel and Murat Cihan Sorkun. Their work appears in journals such as SHILAP Revista de lepidopterología, Renewable and Sustainable Energy Reviews and Applied Energy.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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