Data Driven Modelling of Centrifugal Compressor Maps for Control and Optimization Applications. - Buse Sibel Korkmaz; Mehmet Mercangöz (ECC, 2022)

Adaptive Real Time Exploration and Optimization for Safety-Critical Systems. - Buse Sibel Korkmaz; Mehmet Mercangöz; Marta Zagórowska (CoRR, 2022)

Safe Optimization of an Industrial Refrigeration Process Using an Adaptive and Explorative Framework. - Buse Sibel Korkmaz; Marta Zagórowska; Mehmet Mercangöz (CoRR, 2022)

Adaptive Real-Time Exploration and Optimization of Safety-Critical Industrial Systems with Ensemble Learning. - Buse Sibel Korkmaz; Tong Liu 014; Mehmet Mercangöz (INDIN, 2023)

Foundation Models at Work: Fine-Tuning for Fairness in Algorithmic Hiring. - Buse Sibel Korkmaz; Rahul Nair; Elizabeth M. Daly; Evangelos Anagnostopoulos; Christos Varytimidis; Antonio del Rio-Chanona (CoRR, 2025)

Paying Alignment Tax with Contrastive Learning. - Buse Sibel Korkmaz; Rahul Nair; Elizabeth M. Daly; Antonio del Rio-Chanona (CoRR, 2025)