| | Issue Date | Title | Author(s) | Journal |
| 1 | Jul-2006 | An adaptive wavelet-network model for forecasting daily total solar-radiation | Mellit, Adel ; Benghanem, Mohamed S. ; Kalogirou, Soteris A. | Applied Energy |
| 2 | Jan-2011 | ANFIS-based modelling for photovoltaic power supply system: a case study | Mellit, Adel ; Kalogirou, Soteris A. | Renewable Energy |
| 3 | 1-Apr-2017 | Anniversary editorial | Kalogirou, Soteris A. | Renewable Energy |
| 4 | Dec-2011 | Application of infrared thermography for the determination of the overall heat transfer coefficient (U-Value) in building envelopes | Fokaides, Paris A. ; Kalogirou, Soteris A. | Applied Energy |
| 5 | Dec-2010 | Application of neural networks and genetic algorithms for sizing of photovoltaic systems | Mellit, Adel ; Drif, Mahmoud ; Kalogirou, Soteris A. | Renewable Energy |
| 6 | Jul-1999 | Applications of artificial neural networks in energy systems--A review | Kalogirou, Soteris A. | Energy Conversion and Management |
| 7 | Sep-2000 | Applications of artificial neural-networks for energy systems | Kalogirou, Soteris A. | Applied Energy |
| 8 | Jun-2021 | Artificial intelligence and internet of things to improve efficacy of diagnosis and remote sensing of solar photovoltaic systems: Challenges, recommendations and future directions | Mellit, Adel ; Kalogirou, Soteris A. | Renewable and Sustainable Energy Reviews |
| 9 | Feb-2009 | Artificial intelligence techniques for sizing photovoltaic systems: A review | Mellit, Adel ; Kalogirou, Soteris A. ; Hontoria, Leocadio ; Shaari, Sulaiman N. | Renewable and Sustainable Energy Reviews |
| 10 | Dec-2013 | Artificial neural network-based model for estimating the produced power ofaphotovoltaic module | Mellit, Adel ; Saǧlam, Şafak ; Kalogirou, Soteris A. | Renewable Energy |
| 11 | 2009 | Artificial neural networks and genetic algorithms in energy applications in buildings | Kalogirou, Soteris A. | Advances in Building Energy Research |
| 12 | Jun-1998 | Artificial neural networks for modelling the starting-up of a solar steam-generator | Schizas, Christos N. ; Kalogirou, Soteris A. ; Neocleous, Costas | Applied Energy |
| 13 | 1-May-2001 | Artificial neural networks for predicting air flow in a naturally ventilated test room | Kalogirou, Soteris A. ; Eftekhari, Mahroo ; Pinnock, D. J. | Building Services Engineering Research and Technology |
| 14 | 2015 | Artificial neural networks for the generation of a conductivity map of the ground | Kalogirou, Soteris A. ; Florides, Georgios A. ; Pouloupatis, Panayiotis ; Christodoulides, Paul ; Joseph-Stylianou, Josephina | Renewable Energy |
| 15 | Dec-2012 | Artificial Neural Networks for the Generation of Geothermal Maps of Ground Temperature at Various Depths by Considering Land Configuration | Kalogirou, Soteris A. ; Florides, Georgios A. ; Pouloupatis, Panayiotis ; Panayides, Ioannis ; Joseph-Stylianou, Josephina ; Zomeni, Zomenia | Energy |
| 16 | May-2000 | Artificial neural networks for the prediction of the energy consumption of a passive solar building | Kalogirou, Soteris A. ; Bojic, Milorad | Energy |
| 17 | Jul-2006 | Artificial neural networks in energy applications in buildings | Kalogirou, Soteris A. | International Journal of Low Carbon Technologies |
| 18 | Dec-2001 | Artificial neural networks in renewable energy systems applications:a review | Kalogirou, Soteris A. | Renewable and Sustainable Energy Reviews |
| 19 | 2-Sep-1999 | Artificial neural networks used for the performance prediction of a thermosiphon solar water heater | Panteliou, Sofia ; Dentsoras, Argiris ; Kalogirou, Soteris A. ; Panteliou, Sofia ; Dentsoras, Argiris | Renewable Energy |
| 20 | Jan-2022 | Assessment of machine learning and ensemble methods for fault diagnosis of photovoltaic systems | Mellit, Adel ; Kalogirou, Soteris A. | Renewable Energy |