Pavankumar Koratikere

According to our database, Pavankumar Koratikere authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Scalable Neural Network-based Blackbox Optimization.

Pavankumar Koratikere, Leifur Leifsson

CoRR, August, 2025

Adaptive Global Modeling Using Neural Networks with Deep Ensembles and Space-Filling Sequences.

Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska

Proceedings of the Computational Science - ICCS 2025 Workshops, 2025

2024

Adaptive Hyperparameter Tuning Within Neural Network-Based Efficient Global Optimization.

Taeho Jeong, Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska

Proceedings of the Computational Science - ICCS 2024, 2024

2023

Efficient Uncertainty Quantification Using Sequential Sampling-Based Neural Networks.

Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska

Proceedings of the Computational Science - ICCS 2023, 2023

Constrained Aerodynamic Shape Optimization Using Neural Networks and Sequential Sampling.

Pavankumar Koratikere, Leifur Leifsson, Slawomir Koziel, Anna Pietrenko-Dabrowska

Proceedings of the Computational Science - ICCS 2023, 2023