Dirk Roos

Intelligent optimization and machine learning algorithms for structural anomaly detection using seismic signals

Maximilian Trapp, Can Bogoclu, Tamara Nestorović et al. · Mechanical Systems and Signal Processing · 2019 · 19 citations · Full text

Earthquake Engineering, Engineering, Machine Learning +12

Local Latin hypercube refinement for multi-objective design uncertainty optimization

Can Bogoclu, Dirk Roos, Tamara Nestorović · Applied Soft Computing · 2021 · 16 citations · Full text

Large-scale Global Optimization, Design Space Exploration, Engineering +5

A BENCHMARK OF CONTEMPORARY METAMODELING ALGORITHMS

Can Bogoclu, Dirk Roos · 2016 · 14 citations · Full text

Deep Gaussian Covariance Network

Kevin Cremanns, Dirk Roos · arXiv (Cornell University) · 2017 · 14 citations · Full text

Geometric Learning, Hyperparameter Estimation, Machine Vision +11

Efficient Multi-Objective Optimization of Labyrinth Seal Leakage in Steam Turbines Based on Hybrid Surrogate Models

Kevin Cremanns, Dirk Roos, Simon Hecker et al. · 2016 · 12 citations

Numerical Analysis, Large-scale Global Optimization, Engineering +20