Patent application

2017. S.M. van Netten, B.J. Wolf, W.N. MacPherson, Sensor element and method for measuring of near-field, large-scale hydrodynamic characteristics. EP3399320 (A1). Espacenet


PhD thesis

2020. B.J. Wolf, Hydrodynamic imaging with artificial intelligence. University of Groningen 203 p. DOI PDF Nederlandse Samenvatting Awarded with 'cum laude'


Journal articles

2020. B.J. Wolf, J. van de Wolfshaar, S.M. van Netten, Three-dimensional multi-source localization of underwater objects using convolutional neural networks for artificial lateral lines. Journal of the Royal Society Interface 17(162) 20190616. DOI Publisher PDF

2020. B.J. Wolf, P. Primoz, M. Kruusmaa, S.M. van Netten, Shape classification using hydrodynamic detection via a sparse large-scale 2D-sensitive artificial lateral line. IEEE Access 8(1) 11393-11404. DOI Publisher PDF

2019. B.J. Wolf, S. Warmelink, S.M. van Netten, Recurrent neural networks for hydrodynamic imaging using a 2D-sensitive artificial lateral line. Bioinspiration & Biomimetics 14(5) 055001. DOI Publisher PDF Special issue on Active Perception and Bioinspired Sensing

2018. B.J. Wolf, J.A.S. Morton, W.M. macPherson, S.M. van Netten, Bio-inspired all-optical artificial neuromast for 2D flow sensing. Bioinspiration & Biomimetics 13(2) 026013. DOI Publisher PDF bib

2017. L.H. Boulogne, B.J. Wolf, M.A. Wiering, S.M. van Netten, Performance of neural networks for localizing moving objects with an artificial lateral line. Bioinspiration & Biomimetics 12(5) 056009. DOI PDF bib


Presented conference articles

2019. B.J. Wolf, S.M. van Netten, Hydrodynamic Imaging using an all-optical 2D Artificial Lateral Line. 2019 IEEE Sensors Applications Symposium (SAS) 1-6. DOI PDF Awarded student travel grant award

2019. B.J. Wolf, S.M. van Netten, Training Submerged Source Detection for a 2D Fluid Flow Sensor Array with Extreme Learning Machines. Proc. SPIE 11041, Eleventh International Conference on Machine Vision (ICMV 2018) 1104126. DOI PDF Awarded best oral presentation


Conference poster

2018. P. van der Meulen, B.J. Wolf, P. Pirih, S.M. van Netten, Performance of Neural Networks in Source Localization using Artificial Lateral Line Sensor Configurations. ICT.OPEN2018 DOI