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   In: Sustainability.
   RePEc:gam:jsusta:v:15:y:2023:i:8:p:6793-:d:1126095.

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2. Energy Use and Its Key Factors in Hotel Chains. (2022). Zanini, Roselaine Ruviaro ; Arenhart, Rodrigo Schons ; Souza, Adriano Mendona.
   In: Sustainability.
   RePEc:gam:jsusta:v:14:y:2022:i:14:p:8239-:d:856670.

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1. Cheng, R.; Yu, J.; Zhang, M.; Feng, C.; Zhang, W. Short-term hybrid forecasting model of ice storage air-conditioning based on improved SVR. J. Build. Eng. 2022, 50, 104194. [CrossRef]
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3. Deb, C.; Schlueter, A. Review of data-driven energy modelling techniques for building retrofit. Renew. Sustain. Energy Rev. 2021, 144, 110990. [CrossRef]

4. Ding, X.; Hu, C.; Liu, X.; Sun, L. Research on energy consumption of typical high star hotel buildings in southern Jiangsu and analysis of energy saving potential. Jiangsu Archit. 2020, S1, 90–93.
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5. Feng, C.; Li, Q.; Wang, G.; Li, H. Hourly load forecasting of nZEB in severe cold area based on dest simulation and gs-svr algorithm. J. Shenyang Archit. Univ. (Nat. Sci. Ed.) 2022, 38, 149–155.
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6. Huang, Z.; Gan, L.; Jiang, L.; Shen, Z. Study on the current situation of energy consumption and energy quota of public buildings in Maanshan. Build. Energy Effic. 2020, 48, 125–127, 138.
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7. Li, Y.; O’Neill, Z.; Zhang, L.; Chen, Z.; Im, P.; Degraw, J. Grey-box modeling and application for building energy simulations—A critical review. Renew. Sustain. Energy Rev. 2021, 146, 111174. [CrossRef] Sustainability 2022, 14, 4867 12 of 12
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8. Li, Z.; Li, C.; Zhu, H. Parameter optimization research based on SVR air conditioning load prediction model. Build. Energy Conserv. 2021, 49, 43–48. (In English)
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1. Development and calibration of apartment building energy model based on architectural and energy consumption characteristics. (2024). Kim, Jinhwi ; Cho, Heejin ; Kang, Eunho ; Yoon, Jongho ; Lee, Ruda.
   In: Renewable and Sustainable Energy Reviews.
   RePEc:eee:rensus:v:206:y:2024:i:c:s1364032124006002.

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2. A systematic review of methods for evaluating the thermal performance of buildings through energy simulations. (2024). Mendes, Vitor Freitas ; Cruz, Alexandre Santana ; Gomes, Adriano Pinto.
   In: Renewable and Sustainable Energy Reviews.
   RePEc:eee:rensus:v:189:y:2024:i:pa:s1364032123007335.

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3. Data-driven models for the steady thermal performance prediction of energy piles optimized by metaheuristic algorithms. (2024). Kong, Gangqiang ; Hu, Shuaijun ; Yang, Qing ; Li, Shiyao ; Fu, Jinghui ; Zhang, Changsen.
   In: Energy.
   RePEc:eee:energy:v:313:y:2024:i:c:s0360544224037782.

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4. Forecasting building energy demand and on-site power generation for residential buildings using long and short-term memory method with transfer learning. (2024). Lee, Yongjun ; Kim, Min-Hwi ; Chin, Kyungil ; Cho, Heejin ; Seomun, GU.
   In: Applied Energy.
   RePEc:eee:appene:v:368:y:2024:i:c:s0306261924008833.

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5. Implementation of a Long Short-Term Memory Transfer Learning (LSTM-TL)-Based Data-Driven Model for Building Energy Demand Forecasting. (2023). Lee, Yongjun ; Mago, Pedro J ; Chin, Kyungil ; Zhang, Jian ; Cho, Heejin ; Kim, Dongsu.
   In: Sustainability.
   RePEc:gam:jsusta:v:15:y:2023:i:3:p:2340-:d:1048498.

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6. Toward a Fast but Reliable Energy Performance Evaluation Method for Existing Residential Building Stock. (2023). Converso, Stefano ; Ciprigno, Stefano ; Riffat, Saffa ; Civiero, Paolo ; Veselinova, Ivana.
   In: Energies.
   RePEc:gam:jeners:v:16:y:2023:i:9:p:3930-:d:1140728.

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7. Using Artificial Neural Networks to Gather Intelligence on a Fully Operational Heat Pump System in an Existing Building Cluster. (2023). Banihabib, Reyhaneh ; Assadi, Mohsen ; Fadnes, Fredrik Skaug.
   In: Energies.
   RePEc:gam:jeners:v:16:y:2023:i:9:p:3875-:d:1138554.

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8. Design of an Algorithm for Modeling Multiple Thermal Zones Using a Lumped-Parameter Model. (2023). Selvas, Romeo ; de Cordoba, Pedro Fernandez ; Iglesias, Miguel E ; Carmenate, Jose Guerra ; Taborda, John ; Montes, Frank Florez.
   In: Energies.
   RePEc:gam:jeners:v:16:y:2023:i:5:p:2247-:d:1080965.

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9. Empirical validation of building energy simulation model input parameter for multizone commercial building during the cooling season. (2023). Yoon, Y ; Jung, S ; Kunwar, N ; Salonvaara, M ; Bhandari, M.
   In: Renewable and Sustainable Energy Reviews.
   RePEc:eee:rensus:v:188:y:2023:i:c:s1364032123007475.

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10. Envelope design for low-energy buildings in the tropics: A review. (2023). Gupta, V ; Deb, C.
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:186:y:2023:i:c:s1364032123005075.

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11. Towards scalable physically consistent neural networks: An application to data-driven multi-zone thermal building models. (2023). Heer, P ; di Natale, L ; Jones, C N ; Svetozarevic, B.
    In: Applied Energy.
    RePEc:eee:appene:v:340:y:2023:i:c:s030626192300435x.

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12. Approximating optimal building retrofit solutions for large-scale retrofit analysis. (2023). Orehounig, Kristina ; Hug, Gabriela ; Thrampoulidis, Emmanouil.
    In: Applied Energy.
    RePEc:eee:appene:v:333:y:2023:i:c:s0306261922018232.

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13. Air Conditioning Load Forecasting and Optimal Operation of Water Systems. (2022). Huang, Zhijia ; Chen, Xiaofeng ; Wang, Kaiwen ; Zhou, Binbin.
    In: Sustainability.
    RePEc:gam:jsusta:v:14:y:2022:i:9:p:4867-:d:796665.

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14. Modeling Residential Electricity Consumption from Public Demographic Data for Sustainable Cities. (2022). Ali, Muhammad ; Prakash, Krishneel ; Kleme, Jii Jaromir ; Pota, Hemanshu ; Macana, Carlos ; Bokhari, Awais ; Jolfaei, Alireza ; Bashir, Ali Kashif.
    In: Energies.
    RePEc:gam:jeners:v:15:y:2022:i:6:p:2163-:d:772321.

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15. Investigating Energy Use in a City District in Nordic Climate Using Energy Signature. (2022). Eriksson, Martin ; Akander, Jan ; Moshfegh, Bahram.
    In: Energies.
    RePEc:gam:jeners:v:15:y:2022:i:5:p:1907-:d:764715.

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16. A Review of Data-Driven Approaches for Measurement and Verification Analysis of Building Energy Retrofits. (2022). Krarti, Moncef ; Alrobaie, Abdurahman.
    In: Energies.
    RePEc:gam:jeners:v:15:y:2022:i:21:p:7824-:d:950216.

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17. Compact Decentral Façade-Integrated Air-to-Air Heat Pumps for Serial Renovation of Multi-Apartment Buildings. (2022). Monteleone, William ; Dermentzis, Georgios ; Ochs, Fabian ; Siegele, Dietmar ; Speer, Christoph.
    In: Energies.
    RePEc:gam:jeners:v:15:y:2022:i:13:p:4679-:d:848139.

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18. Holistic assessment of carbon abatement strategies in building refurbishment literature — A scoping review. (2022). Bohne, Rolf Andre ; Fahlstedt, Oskar ; Lohne, Jardar ; Temeljotov-Salaj, Alenka.
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:167:y:2022:i:c:s1364032122005299.

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19. Energy-saving potential prediction models for large-scale building: A state-of-the-art review. (2022). Han, Xiaojing ; Ji, Wenjie ; Liu, Shuli ; Zhang, Shaoliang ; Ahmed, Abdullahi ; Zou, Yuliang ; Shen, Yongliang ; Yang, Xiu'e, .
    In: Renewable and Sustainable Energy Reviews.
    RePEc:eee:rensus:v:156:y:2022:i:c:s1364032121012557.

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20. MANGOret: An optimization framework for the long-term investment planning of building multi-energy system and envelope retrofits. (2022). Hoffmann, Volker H ; Allan, James ; Petkov, Ivalin ; Mavromatidis, Georgios ; Knoeri, Christof.
    In: Applied Energy.
    RePEc:eee:appene:v:314:y:2022:i:c:s0306261922003269.

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21. Using Google Trends as a proxy for occupant behavior to predict building energy consumption. (2022). Miller, Clayton ; Fu, Chun.
    In: Applied Energy.
    RePEc:eee:appene:v:310:y:2022:i:c:s0306261921015919.

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22. Building retrofit hurdle rates and risk aversion in energy efficiency investments. (2022). Fuerst, Franz ; Lai, Yuan ; Papadopoulos, Sokratis ; Sagi, Jacob ; Pivo, Gary ; Kontokosta, Constantine E.
    In: Applied Energy.
    RePEc:eee:appene:v:306:y:2022:i:pb:s0306261921013416.

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23. A Substitutive Coefficients Network for the Modelling of Thermal Systems: A Mono-Zone Building Case Study. (2021). el Ganaoui, Mohammed ; Ouhsaine, Lahoucine ; Nunzi, Jean-Michel ; Mimet, Abdelaziz.
    In: Energies.
    RePEc:gam:jeners:v:14:y:2021:i:9:p:2551-:d:545990.

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24. Application of Artificial Neural Networks for Virtual Energy Assessment. (2021). Chen, Tracy ; Zheng, Pufan ; Newsham, Paul ; Wahba, Nourehan ; Triharta, Maharti ; Rismanchi, Behzad ; Mortazavigazar, Amir.
    In: Energies.
    RePEc:gam:jeners:v:14:y:2021:i:24:p:8330-:d:699557.

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25. Evaluation of Model Calibration Method for Simulation Performance of a Public Hospital in Brazil. (2021). Fernandes, Pedro Paulo ; Sauer, Ildo Luis ; Neto, Alberto Hernandez.
    In: Energies.
    RePEc:gam:jeners:v:14:y:2021:i:13:p:3791-:d:581162.

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