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Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Frits Philips Inst. Quality Management
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Dive into the research topics where Dennis J.H. Bruijnen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Learning for Precision Motion of an Interventional X-ray System: Add-on Physics-Guided Neural Network Feedforward Control
Kon, J. J., de Vos, N. M. J., Bruijnen, D. J. H., van de Wijdeven, J. J. M., Heertjes, M. F. & Oomen, T. A. E., 14 Mar 2023, (Accepted/In press) In: IFAC-PapersOnLine. X, XXResearch output: Contribution to journal › Conference article › peer-review
Open AccessFile57 Downloads (Pure) -
Unifying model-based and neural network feedforward: Physics-guided neural networks with linear autoregressive dynamics
Kon, J. J., Bruijnen, D., van de Wijdeven, J., Heertjes, M. & Oomen, T., 10 Jan 2023, 61th IEEE Conference on Decision and Control 2022. Institute of Electrical and Electronics Engineers, p. 2475-2480 6 p. 9992511Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile48 Downloads (Pure) -
Physics-Guided Neural Networks for Feedforward Control: An Orthogonal Projection-Based Approach
Kon, J. J., Bruijnen, D., van de Wijdeven, J., Heertjes, M. & Oomen, T., Jul 2022, p. 173-173. 1 p.Research output: Contribution to conference › Abstract › Academic
Open AccessFile109 Downloads (Pure) -
Physics-Guided Neural Networks for Feedforward Control: An Orthogonal Projection-Based Approach
Kon, J. J., Bruijnen, D. J. H., van de Wijdeven, J. J. M., Heertjes, M. F. & Oomen, T. A. E., 5 Sept 2022, 2022 American Control Conference (ACC). Institute of Electrical and Electronics Engineers, p. 4377-4382 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile4 Citations (Scopus)92 Downloads (Pure) -
Tech united Eindhoven middle size league winner 2018
Douven, Y., Houtman, W., Schoenmakers, F., Meessen, K., van de Loo, H., Bruijnen, D., Aangenent, W. H. T. M., Olthuis, J., de Groot, C., Dolatabadi Farahani, M., van Lith, P., Scheers, P., Sommer, R., van Ninhuijs, B., van Brakel, P., Senden, J., van 't Klooster, M., Kuijpers, W. & van de Molengraft, R., 4 Aug 2019, RoboCup 2018: Robot World Cup XXII. Genter, K., von Stryk, O., Saad, M. & Holz, D. (eds.). Cham: Springer, p. 413-424 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11374 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
2 Citations (Scopus)7 Downloads (Pure)
Thesis
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Structural and parametric optimisation of (non)linear dynamical systems using genetic programming: a tool for automated controller design
Author: Bruijnen, D. J. H., 31 Aug 2003Supervisor: Steinbuch, M. (Supervisor 1), Soute, I. A. C. (External coach) & van de Molengraft, M. J. G. (Supervisor 2)
Student thesis: Master
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