• Projelerde Yaptığı Görevler
• 1 225M181 - Çağdaş Eklentili Geleneksel Kırsal Konutlarda Termal Konforun İyileştirilmesine Yönelik Ölçüm Doğrulamalı Simülasyon ve Makine Öğrenmesi Tabanlı Bir Model Geliştirilmesi, Tübitak 3501, AVCI Ali Berkay, TOKÖZ Özge Deniz, Başaran Tahsin, 15.01.2026 - Devam Ediyor (ULUSAL)
• 2 Spor Salonu İç Mekan Koşullarının Kullanıcı Isıl Davranışı Ve Konforu Özelinde Enerji Etkin İyileştirilmesinin Deneysel Ve Sayısal Analizi - Proje No: 124M897 , Tübitak 1001, AVCI Ali Berkay, Başaran Tahsin, Balcı Görkem Aybars, 12.12.2024 - Devam Ediyor (ULUSAL)
• 3 Egzersiz Sırasında İnsan Isıl Davranışının ve İç Mekân Isıl Ortam Koşullarının Deneysel Olarak Belirlenmesi ve Hesaplamalı Akışkanlar Dinamiği Yardımı ile Modellenmesi, Tübitak 1002, AVCI Ali Berkay, BAŞARAN Tahsin, BALCI Görkem Aybars, 15.10.2022 - 15.04.2023 (ULUSAL)
• 4 Kültürel Turizm Peyzaj ve Geleneksel Konut Mimarisi Açısından Tasarım Rehberinin Oluşturulması Isparta İslamköy Örneği, Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi, AVCI Ali Berkay, GÜL Atila, 27.04.2018 - 08.10.2019 (ULUSAL)
• 5 ALAÇATI’DAKİ KONAKLAMA YAPILARININ İKLİME DUYARLILIK VE SÜRDÜRÜLEBİLİR MİMARLIK BAĞLAMINDA İNCELENMESİ, Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi, AVCI Ali Berkay, BEYHAN Şefika Gülin, 26.12.2016 - 26.12.2018 (ULUSAL)

• Uluslararası Hakemli Dergilerde Yayımlanan Makaleler
• 1 AVCI ALİ BERKAY, Thermal comfort assessment in a residential apartment in Mediterranean climate: a comparative analysis of prediction models. Architectural Science Review , 1-12. Doi: 10.1080/00038628.2026.2617411, (2026), (AHCI) Q1
• 2 AVCI ALİ BERKAY, Modeling thermal sensation in naturally ventilated Mediterranean offices using air-to-radiant temperature offset and machine learning. Architectural Engineering and Design Management Doi: 10.1080/17452007.2026.2647808, (2026), (SCI-Expanded) Q2
• 3 AVCI ALİ BERKAY, Benchmarking Classical Machine Learning and Hybrid Quantum Approaches for Indoor Thermal Sensation Prediction. Indoor Air, 2026(3385686), , 1-14. Doi: 10.1155/ina/3385686, (2026), (SCI-Expanded) Q1
• 4 ERKAN İLKER, ŞİMŞEK SEDA, AVCI ALİ BERKAY, AKYOL Gamze, Effects of lighting on task performance, stress and thermal sensation in working environments. Lighting Research & Technology , 1-21. Doi: 10.1177/14771535251314433, (2025), (SCI-Expanded) Q2
• 5 AVCI ALİ BERKAY, Machine learning-based prediction of thermal comfort: exploring building types, climate, ventilation strategies, and seasonal variations. BUILDING RESEARCH AND INFORMATION Doi: 10.1080/09613218.2025.2462932, (2025), (SCI-Expanded) Q2
• 6 AVCI ALİ BERKAY, Comparative analysis of natural and mechanical ventilation strategies for glass-partitioned office spaces using CFD and empirical validation. Journal of Building Engineering Doi: 10.1016/j.jobe.2025.112180, (2025), (SCI-Expanded) Q1
• 7 AVCI ALİ BERKAY, Federated Machine Learning for Indoor Thermal Comfort: Real-Time Zone-Based Personalization and HVAC Control. Journal of Building Engineering Doi: 10.1016/j.jobe.2025.114476, (2025), (SCI-Expanded) Q1
• 8 AVCI ALİ BERKAY, Supervised machine learning for thermal comfort and energy efficiency: An evaluation for the indoor built environment. MEGARON / Yıldız Technical University, Faculty of Architecture E-Journal, 20(3), , 418-432. Doi: 10.14744/megaron.2025.02256, (2025), (ESCI: Emerging Sources Citation Index)
• 9 AKYOL Gamze, AVCI ALİ BERKAY, Digital Twins in Heritage Conservation and Visitor Engagement: Comparative Case Studies from Four Historic Sites. Periodica Polytechnica Architecture Doi: 10.3311/PPar.40513, (2025), (ICONDA (The International Construction Database))
• 10 AVCI ALİ BERKAY, Office layout design factors for enhanced thermal comfort: a CFD-based optimization study using orthogonal arrays. Architectural Science Review, 0(0), , 1-22. Doi: 10.1080/00038628.2025.2601548, (2025), (AHCI) Q1
• 11 AVCI ALİ BERKAY, BALCI GÖRKEM AYBARS, BAŞARAN TAHSİN, Optimizing thermal comfort in physical exercise spaces: A study of spatial and thermal factors. ENERGY AND BUILDINGS , 113782-0. Doi: 10.1016/j.enbuild.2023.113782, (2024), (SCI-Expanded) Q1
• 12 BALCI GÖRKEM AYBARS, AVCI ALİ BERKAY, BAŞARAN TAHSİN, Estimation of Heat Production Rate using Thermal Data During Exercise in Indoor Environments: A Study of Heat Storage Rate in Male Athletes. International Journal of Biometeorology, 68(6), , 1109-1122. Doi: 10.1007/s00484-024-02648-y, (2024), (SCI-Expanded) Q2
• 13 TOKÖZ ÖZGE DENİZ, AVCI ALİ BERKAY, DURAN HASAN ENGİN, FACTORS AFFECTING TOURIST VISITS TO ARCHAEOLOGICAL SITES IN TURKEY: A SPATIAL REGRESSION ANALYSIS. EUROPEAN SPATIAL RESEARCH AND POLICY, 30(2), , 133-156. Doi: 10.18778/1231-1952.30.2.09, (2024), (ESCI: Emerging Sources Citation Index)
• 14 AVCI ALİ BERKAY, BALCI GÖRKEM AYBARS, BAŞARAN TAHSİN, Exercise and resting periods: Thermal comfort dynamics in gym environments. Building Simulation Doi: 10.1007/s12273-024-1142-5, (2024), (SCI-Expanded) Q1
• 15 AVCI ALİ BERKAY, BEYHAN ŞEFİKA GÜLİN, Revealing the Climate-Responsive Strategies of Traditional Houses of Urla, İzmir. International Journal of Sustainable Building Technology and Urban Development, 14(1), , 18-34. Doi: 10.22712/susb.20230003, (2023), (Scopus)
• 16 AVCI ALİ BERKAY, BEYHAN ŞEFİKA GÜLİN, A Case Study on Experiential Learning in Architecture: Accessible, Climate-Responsive, and Flexible House Designs. EMARA: Indonesian Journal of Architecture, 8(1), , 14-21. Doi: 10.29080/eija.v8i1.1654, (2023), (Diğer)
• 17 Pekdogan Tugce, AVCI Ali Berkay, A FIELD STUDY ON ADAPTIVE THERMAL COMFORT IN A NATURALLY VENTILATED DESIGN STUDIO CLASS IN THE POST-PANDEMIC PERIOD. Alam Cipta, 15(2), , 80-86. Doi: 10.47836/AC.15.2.PAPER09, (2022), (Scopus)
• 18 AVCI Ali Berkay, BEYHAN Şefika Gülin, Achieving A Sustainable City Image in Terms of Twenty-Four Hour City Principles: Case of the Kemeraltı Bazaar of Izmir, Turkey. MATTER: International Journal of Science and Technology, 3(1), , 193-209. Doi: 10.20319/mijst.2017.s31.193209, (2017), (Diğer)

• Uluslararası Bilimsel Toplantılarda Sunulan ve Bildiri Kitaplarında (proceedings) Basılan Bildiriler
• 1 AVCI ALİ BERKAY, AI AND DYNAMIC THERMAL COMFORT CONTROL: A SYNTHESIS OF MACHINE LEARNING-BASED APPROACHES FOR ENERGY OPTIMIZATION. ANKARA INTERNATIONAL CONGRESS ON SCIENTIFIC RESEARCH-XI Doi: 10.5281/zenodo.14738857, (2025). (Tam metin bildiri)
• 2 Pfeifer Kristina, Hariri Azadeh, AKIŞ TONGUÇ, AVCI ALİ BERKAY, Hakim Negar, AVCI ÖZGE DENİZ, INVESTIGATING THE PRIORITIES OF ARCHITECTURE THROUGH VERNACULAR DESIGN: A STUDY OF BLACK HAIR TENTS. LivenARCH IX (2025). (Tam metin bildiri)
• 3 AVCI Ali Berkay, AI-Driven Approaches to Enhance Energy Efficiency in Heritage Architecture: A Review. 6th International Symposium on Innovation in Architecture, Planning and Design (SIAP2024) Doi: 10.36287/setsci.20.5.037, (2024). (Tam metin bildiri)
• 4 AKYOL GAMZE, AVCI ALİ BERKAY, AI APPLICATIONS IN CULTURAL HERITAGE PRESERVATION: TECHNOLOGICAL ADVANCEMENTS FOR THE CONSERVATION. 4. BASKENT INTERNATIONAL CONFERENCE ON MULTIDISCIPLINARY STUDIES Doi: 10.6084/m9.figshare.24077862, (2023). (Tam metin bildiri)
• 5 AVCI ALİ BERKAY, AKYOL Gamze, THE ROLE OF DIGITAL TECHNOLOGIES IN ENHANCING HERITAGE TOURISM. 4. BASKENT INTERNATIONAL CONFERENCE ON MULTIDISCIPLINARY STUDIES Doi: 10.6084/m9.figshare.24078744.v1, (2023). (Tam metin bildiri)
• 6 AVCI ALİ BERKAY, BEYHAN ŞEFİKA GÜLİN, Modern Konutun Özelleşmiş Alanlarında Doğal Taş Malzeme Kullanımı. 6. Uluslararası İç Mimarlık Sempozyumu Mekan Tasarımında Yenilikçi Yaklaşımlar Malzemenin İzi (2018). (Tam metin bildiri)
• 7 AVCI ALİ BERKAY, BEYHAN ŞEFİKA GÜLİN, Revealing the Sustainable Design Properties of a Vernacular House in Alaçatı, Turkey by Building Energy Modelling. SDBE 2017 - International Conference for Sustainable Design of the Built Environment (2017). (Tam metin bildiri)
• 8 AVCI Ali Berkay, BEYHAN Ş. G., Condition of the Alaçatı Sustainable Tourism Targets and Implementations in the Conceptual Relationship of the Local Memory/Identity/Architecture. ICCHT, International Congress on Cultural Heritage and Tourism (2017). (Tam metin bildiri)
• 9 AVCI Ali Berkay, BEYHAN Ş. G., Creating the Sustainable Design Guide of Alaçatı in Terms of Cultural Sustainability. International Congress of the New Approaches and Technologies for Sustainable Development (ICNADST) (2017). (Özet bildiri)
• 10 AVCI Ali Berkay, BEYHAN Ş. G., Assessment of a Hotel Converted from a Traditional House in Alaçatı by Building Energy Modeling in Terms of Ecological Sustainability. International Congress of the New Approaches and Technologies for Sustainable Development (ICNADST) (2017). (Özet bildiri)
• 11 AVCI Ali Berkay, BEYHAN Ş. G., Investigation of Vernacular Houses in Postahane Street of Urla Izmir Turkey in terms of Vernacular Memory Architectural Heritage and Sustainability. World Multidisciplinary Civil Engineering-Architecture-Urban Planning Symposium - WMCAUS (2016). (Özet bildiri)

• Ulusal Hakemli Dergilerde Yayımlanan Makaleler
• 1 AVCI ALİ BERKAY, A Full Factorial Analysis of Albedo, Window-to-Wall Ratio, and Ventilation on Energy Use and CO2 Concentration in a Mediterranean Apartment. Journal of Polytechnic-Politeknik Dergisi , 0-0. Doi: 10.2339/politeknik.1703259, (2026), (ESCI: Emerging Sources Citation Index)
• 2 AVCI ALİ BERKAY, BEYHAN ŞEFİKA GÜLİN, Investigation of Buildings in Alacati in Terms of Energy Efficiency in Architecture. ICONARP INTERNATIONAL JOURNAL OF ARCHITECTURE AND PLANNING, 8(2), , 24-629. Doi: 10.15320/ICONARP.2020.129, (2020), (ESCI: Emerging Sources Citation Index)

• Kitap
• 1 AVCI ALİ BERKAY, THEORETICAL AND APPLIED PERSPECTIVES IN ARCHITECTURE, PLANNING, AND DESIGN(2025). Duvar Yayınları, Bölüm, (ULUSLARARASI)
• 2 AVCI ALİ BERKAY, Architecture Applications(2024). Bidge Publications, Bölüm, (ULUSLARARASI)
• 3 AVCI ALİ BERKAY, BEYHAN ŞEFİKA GÜLİN, Current Debates in Architecture, Planning and Design(2022). Duvar Publishing, Bölüm, (ULUSLARARASI)