2026

1. Uğur ÖZVEREN, Sahragul Charyyeva, Tuğçe Diricanlı, “Karbamazepinin Suda Çözünürlük Tahmininde 3. Derece Polinom ve Theil-Sen Dirençli Regresyon Modellerinin Karşılaştırmalı Analizi”, 2. Ulusal Meslek Yüksekokulu Öğrenci Kongresi Yapay Zeka ve Geleceğimiz, İstanbul Atlas Üniversitesi (İSTANBUL), April 16-17, 2026. BibTeX
2. Sahragul Charyyeva, Uğur ÖZVEREN, “Machine Learning-Based Performance Prediction of Solid Oxide Fuel Cells Using Support Vector Regression with Radial Basis Function Kernel”, International Energy Transition and Sustainability Conference (ETSC’26), Istanbul, Türkiye, January 7, 2026. BibTeX
3. Sahragul Charyyeva, Uğur ÖZVEREN, “Assessment of Smart Grid Stability with LightGBM and Decentralized Control Modeling”, International Energy Transition and Sustainability Conference (ETSC’26), Istanbul, Türkiye, January 7, 2026. BibTeX
4. Uğur ÖZVEREN, Sahragul Charyyeva, “Biyokütle Malzemelerinin Termokimyasal Özelliklerini Tahmin Etmekte Ensemble Algoritmaların Kullanımı”, EEMKON 2026 Elektrik-Elektronik Mühendisliği Kongresi, ICC İstanbul Kongre Merkezi (ISTANBUL), January 14-15, 2026. BibTeX
5. Uğur ÖZVEREN, Sahragul Charyyeva, “Katı Elektrolit Ara Yüzey Büyümesi ve Lityum Kaplama Kinetiği Dikkate Alınarak Hızlı Şarj Süresinin Genetik Algoritma ile Optimize Edilmesi”, EEMKON 2026 Elektrik-Elektronik Mühendisliği Kongresi, ICC İstanbul Kongre Merkezi (ISTANBUL), January 14-15, 2026. BibTeX
6. Uğur ÖZVEREN, Sahragul Charyyeva, Tuğçe Diricanlı, “Xgboost-based prediction of compressive strength loss ratio in graphene nanoplatelet-reinforced concrete subjected to freeze–thaw cycles”, 17th International Fiber and Polymer Research Symposium (17th ULPAS), Yalova University, Yalova, Türkiye (ISTANBUL), May 15-16, 2026. BibTeX
7. Uğur ÖZVEREN, Sahragul Charyyeva, Dicle EREN, “Random Forest-Based Prediction of Polymer Suitability and Performance for Aircraft Fuselage Applications”, 17th International Fiber and Polymer Research Symposium (17th ULPAS), Yalova University, Yalova, Türkiye (ISTANBUL), May 15-16, 2026. BibTeX
8. Uğur ÖZVEREN, Sahragul Charyyeva, “Adaptive Neuro-Fuzzy and Tree-Based Estimation of Lithium-Ion Battery State of Health for Electric-Vehicle Battery-Management Systems”, MEKON'26 - International Mechatronics Student Conference, Istanbul Gelisim University (ISTANBUL), June 25-26, 2026. BibTeX
9. Uğur ÖZVEREN, Sahragul Charyyeva, “Genetic-Algorithm-Based Design Optimization of Solid-State Lithium Battery Cells for Energy Density Maximization”, MEKON'26 - International Mechatronics Student Conference, Istanbul Gelisim University (ISTANBUL), June 25-26, 2026. BibTeX
10. Uğur ÖZVEREN, Dicle EREN, Sahragul Charyyeva, Elif Nida Şahin, “Random Forest-Based Prediction of Polymer Suitability and Performance for Aircraft Fuselage Applications”, 17th International Fiber and Polymer Research Symposium (17th ULPAS), Yalova University, Yalova, Türkiye (ISTANBUL), May 15-16, 2026. BibTeX
11. Uğur ÖZVEREN, Sahragul Charyyeva, “Interpretable XGBoost Regression of Peptide Reversed- Phase Retention Time from Sequence-Derived Biophysical Descriptors”, Bio4Future – Life Sciences for a Sustainable and Smart Future, Online, September 28-29, 2026. BibTeX
12. Sahragul Charyyeva, Uğur ÖZVEREN, “Physics-Informed Random Forest Prediction of Biomass Higher Heating Value from Ultimate Analysis”, International Conference on AI Across Disciplines (ICAAD), Konya, Türkiye, October 23-25, 2026. BibTeX

2025

1. Uğur ÖZVEREN, Sahragul Charyyeva, “Random Forest-Based Machine Learning Analysis for Lithium and Alternative Battery Systems with Ragone Parameters and Data Obtained from RC Model”, II. Elektrokimyasal Enerji Teknolojileri Sempozyumu, Ankara, Türkiye, November 27-28, 2025. BibTeX