Dirk Deschrijver

Macromodeling of Multiport Systems Using a Fast Implementation of the Vector Fitting Method

Dirk Deschrijver, Michał Mrozowski, Tom Dhaene et al. · IEEE Microwave and Wireless Components Letters · 2008 · 526 citations

Numerical Analysis, Reduced Order Modeling, Engineering +18

Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization

Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene · Journal of Global Optimization · 2013 · 247 citations · Full text

Engineering, Intelligent Optimization, Optimization Problem +9

Appliance classification using VI trajectories and convolutional neural networks

Leen De Baets, Joeri Ruyssinck, Chris Develder et al. · Energy and Buildings · 2017 · 226 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +8

A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments

Karel Crombecq, Dirk Gorissen, Dirk Deschrijver et al. · SIAM Journal on Scientific Computing · 2011 · 211 citations

Engineering, Multidisciplinary Design Optimization, Optimal Experimental Design +21

Orthonormal Vector Fitting: A Robust Macromodeling Tool for Rational Approximation of Frequency Domain Responses

Dirk Deschrijver, Bart Haegeman, Tom Dhaene · IEEE Transactions on Advanced Packaging · 2007 · 186 citations

Numerical Analysis, Reduced Order Modeling, Parameter Estimation +25