20 citations · 37 across the 2 of their papers we have counts for
2 papers
eess.SP2024★ 20 cited
Intelligent Optimization and Machine Learning Algorithms for Structural Anomaly Detection using Seismic Signals
Maximilian Trapp, Can Bogoclu, Tamara Nestorović +1
The lack of anomaly detection methods during mechanized tunnelling can cause financial loss and deficits in drilling time. On-site excavation requires hard obstacles to be recogniz…
stat.ML2021★ 17 cited
Local Latin Hypercube Refinement for Multi-objective Design Uncertainty Optimization
Can Bogoclu, Dirk Roos, Tamara Nestorović
Optimizing the reliability and the robustness of a design is important but often unaffordable due to high sample requirements. Surrogate models based on statistical and machine lea…