2026

1. Uğur ÖZVEREN, Dicle EREN, İdil Sena Bayrak, “Machine Learning-Based Prediction of Electrical Resistivity in Multi-Walled Carbon Nanotube-Reinforced Cementitious Composites Using Random Forest Regression”, 17th International Fiber and Polymer Research Symposium (17th ULPAS), Yalova University, Yalova, Türkiye (ISTANBUL), May 15-16, 2026. BibTeX
2. Uğur ÖZVEREN, Dicle EREN, İdil Sena Bayrak, “Huber Robust Regresyonu ile Parasetamolün Sıcaklığa Bağlı Suda Çözünürlüğünün Tahmini”, II. ULUSAL MESLEK YÜKSEKOKULU ÖĞRENCİ KONGRESİ YAPAY ZEKA VE GELECEĞİMİZ, Atlas Üniversitesi Meslek Yüksekokulu (İSTANBUL), April 16-17, 2026. BibTeX
3. Uğur ÖZVEREN, İdil Sena Bayrak, “Sparse Kolmogorov Arnold Networks Distill an Interpretable Correlation for Henry’s Constants of CO2 in Ionic Liquids”, International Conference on AI Across Disciplines (ICAAD), Konya, Türkiye, October 23-25, 2026. BibTeX
4. Uğur ÖZVEREN, İdil Sena Bayrak, “Interpretable Gradient-Boosted Prediction of Pesticide Toxicity to Honey Bees from Physicochemical Molecular Descriptors”, 10th Joint International PSU-UNS Bioscience Conference, University of Novi Sad (NOVI SAD), September 28-29, 2026. BibTeX

2025

1. Uğur ÖZVEREN, Dicle EREN, İdil Sena Bayrak, Tuğçe Diricanlı, “Çam Talaşının Termokimyasal Gazlaştırılmasının Matematiksel Downdraft Reaktör Modeliyle İncelenmesi”, 16. Ulusal Kimya Mühendisliği Kongresi, Bolu Abant İzzet Baysal Üniversitesi (BAİBÜ) (BOLU), September 9-12, 2025. BibTeX
2. Uğur ÖZVEREN, Burçe Peker, Dicle EREN, İdil Sena Bayrak, “Self-Adaptive Outlier Pruning and Monte-Carlo Validation in Hydrogel Swelling Prediction (1)”, 16th International Fiber and Polymer Research Symposium, İstanbul Teknik Üniversitesi (İSTANBUL), May 9-10, 2025. BibTeX

2024

1. İdil Sena Bayrak, Uğur ÖZVEREN, “Investigation of Thermal Degradation of Carbon Fiber Torrefied from Egg Shell Membrane with Optimized Decision Tree Algorithm with Grid Search”, 40th Turkish Physical Society International Physics Congress, Bodrum Herodot Cultural Center (MUĞLA), September 2-6, 2024, pp. 403. BibTeX
2. Derya Ozan Kaya, Uğur ÖZVEREN, Ayserin Pelin Yılmaz, İdil Sena Bayrak, Kabil Bilgiç, Burçe Peker, “Prediction of Marshall Strength in Polymer-Modified Thin-Layer Asphalt Using Decision Tree Regression and Bayesian Optimization”, 15th International Symposium on Fiber and Polymer Research (ULPAS), İzmir, November 8-9, 2024. BibTeX