Constrained Aerodynamic Shape Optimization Using Neural Networks and Sequential Sampling. - Pavankumar Koratikere; Leifur Leifsson; Slawomir Koziel; Anna Pietrenko-Dabrowska (ICCS (3), 2023)

Efficient Uncertainty Quantification Using Sequential Sampling-Based Neural Networks. - Pavankumar Koratikere; Leifur Leifsson; Slawomir Koziel; Anna Pietrenko-Dabrowska (ICCS (3), 2023)

Adaptive Hyperparameter Tuning Within Neural Network-Based Efficient Global Optimization. - Taeho Jeong; Pavankumar Koratikere; Leifur Leifsson; Slawomir Koziel; Anna Pietrenko-Dabrowska (ICCS (5), 2024)

Adaptive Global Modeling Using Neural Networks with Deep Ensembles and Space-Filling Sequences. - Pavankumar Koratikere; Leifur Leifsson; Slawomir Koziel; Anna Pietrenko-Dabrowska (ICCS (Workshops 2), 2025)

Scalable Neural Network-based Blackbox Optimization. - Pavankumar Koratikere; Leifur Leifsson (CoRR, 2025)