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| Issue Date | Title | Author(s) |
| Jun-1998 | Artificial neural networks for modelling the starting-up of a solar steam-generator | Schizas, Christos N. ; Kalogirou, Soteris A. ; Neocleous, Costas |
| 1-May-2001 | Artificial neural networks for predicting air flow in a naturally ventilated test room | Kalogirou, Soteris A. ; Eftekhari, Mahroo ; Pinnock, D. J. |
| 1996 | Artificial neural networks for predicting the local concentration ratio of parabolic trough collectors | Kalogirou, Soteris A. |
| 2001 | Artificial Neural Networks for Predicting the Pressure Coefficients in a Naturally Ventilated Test Room | Kalogirou, Soteris A. ; Eftekhari, Mahroo ; Marjanovic, Ljiljana |
| Jun-1998 | Artificial Neural Networks for the Design of a Solar Steam Generation System | Kalogirou, Soteris A. |
| Jun-1997 | Artificial Neural Networks for the Estimation of the Performance of a Parabolic Trough Collector Steam Generation System | Kalogirou, Soteris A. ; Neocleous, Costas ; Schizas, Christos N. |
| 1997 | Artificial Neural Networks for the Estimation of U-Values | Kalogirou, Soteris A. ; Neocleous, Costas ; Schizas, Christos N. |
| 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 |
| 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 |
| Jun-1998 | Artificial Neural Networks for the Generation of Isohyets by Considering Land Configuration | Kalogirou, Soteris A. ; Neocleous, Costas ; Michaelides, Silas ; Schizas, Christos N. |
| Sep-2013 | Artificial neural networks for the performance prediction of large solar systems | Kalogirou, Soteris A. ; Mathioulakis, Emanouel ; Belessiotis, Vassilios G. |
| May-2000 | Artificial neural networks for the prediction of the energy consumption of a passive solar building | Kalogirou, Soteris A. ; Bojic, Milorad |
| Jul-2006 | Artificial neural networks in energy applications in buildings | Kalogirou, Soteris A. |
| 1997 | Artificial neural networks in energy applications: A review | Kalogirou, Soteris A. ; Neocleous, Costas ; Schizas, Christos N. |
| 1996 | Artificial neural networks in modelling the Heat-up response of a solar steam generating plant | Kalogirou, Soteris A. ; Neocleous, Costas ; Schizas, Christos N. |
| Dec-2001 | Artificial neural networks in renewable energy systems applications:a review | Kalogirou, Soteris A. |
| 1999 | Artificial Neural Networks in Solar Energy Applications | Kalogirou, Soteris A. |
| Sep-1997 | Artificial Neural Networks Used for Estimation of Building Heating Load | Kalogirou, Soteris A. ; Neocleous, Costas ; Schizas, Christos N. |
| 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 |
| Jan-2022 | Assessment of machine learning and ensemble methods for fault diagnosis of photovoltaic systems | Mellit, Adel ; Kalogirou, Soteris A. |
