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J. Kon

11 papers hereh-index 464 citations25 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author8
  • middle author3

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • eess.SY10
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedPhysics-Guided Neural Networks for Feedforward Control: An Orthogonal Projection-Based Approach

16 citations · 22 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

eess.SY2023

Direct Learning for Parameter-Varying Feedforward Control: A Neural-Network Approach

Johan Kon, Jeroen van de Wijdeven, Dennis Bruijnen +3

The performance of a feedforward controller is primarily determined by the extent to which it can capture the relevant dynamics of a system. The aim of this paper is to develop an…

eess.SY2023

Learning for Precision Motion of an Interventional X-ray System: Add-on Physics-Guided Neural Network Feedforward Control

Johan Kon, Naomi de Vos, Dennis Bruijnen +3

Tracking performance of physical-model-based feedforward control for interventional X-ray systems is limited by hard-to-model parasitic nonlinear dynamics, such as cable forces and…

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