J. Pieter Jacobs

Two-Stage Framework for Efficient Gaussian Process Modeling of Antenna Input Characteristics

J. Pieter Jacobs · IEEE Transactions on Antennas and Propagation · 2013 · 108 citations

Computing, Computational Engineering, Electrical Engineering +16

Characterisation by Gaussian processes of finite substrate size effects on gain patterns of microstrip antennas

J. Pieter Jacobs · IET Microwaves Antennas & Propagation · 2016 · 92 citations

Engineering, Electrical Engineering, Antennas +16

Efficient Resonant Frequency Modeling for Dual-Band Microstrip Antennas by Gaussian Process Regression

J. Pieter Jacobs · IEEE Antennas and Wireless Propagation Letters · 2014 · 74 citations

Engineering, Electrical Engineering, Antennas +16

Accurate Modeling by Convolutional Neural-Network Regression of Resonant Frequencies of Dual-Band Pixelated Microstrip Antenna

J. Pieter Jacobs · IEEE Antennas and Wireless Propagation Letters · 2021 · 71 citations

Engineering, Computer Science, Electrical Engineering +17

Bayesian Support Vector Regression With Automatic Relevance Determination Kernel for Modeling of Antenna Input Characteristics

J. Pieter Jacobs · IEEE Transactions on Antennas and Propagation · 2012 · 54 citations

Engineering, Electrical Engineering, Antennas +16