publicaties

Wetenschappelijke publicaties van Wim Casteels

2024

  1. ICERI2024
    PREDICTING STUDENT SUCCESS: MACHINE LEARNING MODELS BASED ON ONLINE INTERACTION LOGS
    W Casteels, and T Perkisas
    In ICERI2024 Proceedings, 2024
    DOI
    0 Google Scholar citations

2023

  1. INTED2023
    AN EXAMPLE TOWARDS THE RESPONSIBLE USE OF AI FOR HIGHER EDUCATION: EXPLAINABLE STUDENT DROPOUT PREDICTIONS
    W Casteels, L Herrewijn, and E De Bruyne
    In INTED2023 Proceedings, 2023
    DOI
    1 Google Scholar citations

2022

  1. Simul. Model. Pract. Th.
    Adaptivity in multi-level traffic simulation using experimental frames
    Stig Bosmans, Toon Bogaerts, Wim Casteels, and 3 more authors
    Simulation Modelling Practice and Theory, 2022
    DOI
    5 Google Scholar citations
  2. 3PGCIC 2021
    Autonomous building control using offline reinforcement learning
    Jorren Schepers, Reinout Eyckerman, Furkan Elmaz, and 3 more authors
    In Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings of the 16th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2021), 2022
    DOI
    8 Google Scholar citations
  3. CCNC 2022
    Enhancement of road weather services using vehicle sensor data
    Toon Bogaerts, Sylvain Watelet, Chris Thoen, and 7 more authors
    In 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), 2022
    DOI
    6 Google Scholar citations
  4. Sensors
    Leveraging artificial intelligence and fleet sensor data towards a higher resolution road weather model
    Toon Bogaerts, Sylvain Watelet, Niko De Bruyne, and 8 more authors
    Sensors, 2022
    DOI
    7 Google Scholar citations

2021

  1. Simul. Model. Pract. Th.
    Adaptivity in distributed agent-based simulation: A generic load-balancing approach
    Stig Bosmans, Toon Bogaerts, Wim Casteels, and 3 more authors
    In Multi-Agent-Based Simulation XXI: 21st International Workshop, MABS 2020, Auckland, New Zealand, May 10, 2020, Revised Selected Papers 21, 2021
    DOI
    5 Google Scholar citations
  2. 3PGCIC 2020
    Towards the generalization of distributed software communication
    Reinout Eyckerman, Thomas Huybrechts, Raf Langenbergh, and 3 more authors
    In Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings of the 15th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2020) 15, 2021
    DOI
    1 Google Scholar citations
  3. 3PGCIC 2020
    Applying artificial intelligence for the detection and analysis of weather phenomena in vehicle sensor data
    Wouter Bogaert, Toon Bogaerts, Wim Casteels, and 2 more authors
    In Advances on P2P, Parallel, Grid, Cloud and Internet Computing: Proceedings of the 15th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC-2020) 15, 2021
    DOI
    1 Google Scholar citations
  4. Build. Environ.
    CNN-LSTM architecture for predictive indoor temperature modeling
    Furkan Elmaz, Reinout Eyckerman, Wim Casteels, and 2 more authors
    Building and Environment, 2021
    DOI
    190 Google Scholar citations
  5. EMS 2021
    Secure and Accurate Road Weather Services-The Belgian SARWS project
    Sylvain Watelet, Joris Bergh, Maarten Reyniers, and 6 more authors
    2021
    DOI
    0 Google Scholar citations
  6. AI aided multiparameter identification for a chemical engineering problem–the solvent switch case
    Ulderico Di Caprio, Furkan Elmaz, Wim Casteels, and 6 more authors
    In 13th European Congress of Chemical Engineering, 2021
    0 Google Scholar citations
  7. ISC2 2021
    Supply temperature control of a heating network with reinforcement learning
    Sara Ghane, Stef Jacobs, Wim Casteels, and 5 more authors
    In 2021 IEEE International Smart Cities Conference (ISC2), 2021
    DOI
    12 Google Scholar citations
  8. Application of Swarm Intelligence to Parameter Estimation in Multi-Reaction Processes Modeling
    Min Wu, Ulderico Di Caprio, Furkan Elmaz, and 4 more authors
    In 13th European Congress of Chemical Engineering, 2021
    0 Google Scholar citations
  9. Building Simulation
    Disaggregation of digital meter data for synthetic load profile generation
    Toon Bogaerts, Stef Jacobs, Sara Ghane, and 5 more authors
    In Building Simulation 2021, 2021
    DOI
    0 Google Scholar citations

2020

  1. Internet Things
    Online reverse engineering of CAN data
    Jens Hoog, Toon Bogaerts, Wim Casteels, and 2 more authors
    Internet of Things, 2020
    DOI
    12 Google Scholar citations
  2. Internet Things
    Resource efficient sensor fusion by knowledge-based network pruning
    Dieter Balemans, Wim Casteels, Simon Vanneste, and 3 more authors
    Internet of Things, 2020
    DOI
    19 Google Scholar citations
  3. VTC2020-Spring
    Towards detection of road weather conditions using large-scale vehicle fleets
    Siegfried Mercelis, Sylvain Watelet, Wim Casteels, and 4 more authors
    In 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 2020
    DOI
    19 Google Scholar citations
  4. arXiv
    Exploiting non-iid data towards more robust machine learning algorithms
    Wim Casteels, and Peter Hellinckx
    arXiv preprint arXiv:2010.03429, 2020
    DOI
    4 Google Scholar citations

2018

  1. Phys. Rev. A
    Gutzwiller Monte Carlo approach for a critical dissipative spin model
    Wim Casteels, Ryan M Wilson, and Michiel Wouters
    Physical Review A, 2018
    DOI
    42 Google Scholar citations
  2. Phys. Rev. A
    Ground-state properties of interacting Bose polarons
    Senne Van Loon, Wim Casteels, and Jacques Tempere
    Physical Review A, 2018
    DOI
    23 Google Scholar citations

2017

  1. Phys Rev. A
    Quantum entanglement in the spatial-symmetry-breaking phase transition of a driven-dissipative Bose-Hubbard dimer
    Wim Casteels, and Cristiano Ciuti
    Physical Review A, 2017
    DOI
    83 Google Scholar citations
  2. Phys Rev. A
    Critical dynamical properties of a first-order dissipative phase transition
    W Casteels, R Fazio, and C Ciuti
    Physical Review A, 2017
    DOI
    200 Google Scholar citations
  3. Phys Rev. A
    Optically bistable driven-dissipative Bose-Hubbard dimer: Gutzwiller approaches and entanglement
    Wim Casteels, and Michiel Wouters
    Physical Review A, 2017
    DOI
    28 Google Scholar citations
  4. Phys Rev. A
    Spontaneous Beliaev-Landau scattering out of equilibrium
    Mathias Van Regemortel, Wim Casteels, Iacopo Carusotto, and 1 more author
    Physical Review A, 2017
    DOI
    26 Google Scholar citations
  5. Phys Rev. Lett.
    Probing a dissipative phase transition via dynamical optical hysteresis
    SRK Rodriguez, W Casteels, F Storme, and 8 more authors
    Physical Review Letters, 2017
    DOI
    230 Google Scholar citations
  6. Eur. Phys. J. Spec. Top.
    On the robustness of strongly correlated multi-photon states in frustrated driven-dissipative cavity lattices
    Riccardo Rota, Wim Casteels, and Cristiano Ciuti
    The European Physical Journal Special Topics, 2017
    DOI
    7 Google Scholar citations

2016

  1. Phys. Rev. A
    Power laws in the dynamic hysteresis of quantum nonlinear photonic resonators
    Wim Casteels, Florent Storme, Alexandre Le Boité, and 1 more author
    Physical Review A, 2016
    DOI
    130 Google Scholar citations
  2. Phys. Rev. A
    Probing photon correlations in the dark sites of geometrically frustrated cavity lattices
    W Casteels, R Rota, F Storme, and 1 more author
    Physical Review A, 2016
    DOI
    38 Google Scholar citations
  3. New J. Phys.
    Truncated correlation hierarchy schemes for driven-dissipative multimode quantum systems
    Wim Casteels, Stefano Finazzi, Alexandre Le Boite, and 2 more authors
    New Journal of Physics, 2016
    DOI
    31 Google Scholar citations
  4. Sci. Rep.
    Exact results for Schrödinger cats in driven-dissipative systems and their feedback control
    Fabrizio Minganti, Nicola Bartolo, Jared Lolli, and 2 more authors
    Scientific reports, 2016
    DOI
    99 Google Scholar citations
  5. Phys Rev. A
    Exact steady state of a Kerr resonator with one-and two-photon driving and dissipation: Controllable Wigner-function multimodality and dissipative phase transitions
    Nicola Bartolo, Fabrizio Minganti, Wim Casteels, and 1 more author
    Physical Review A, 2016
    DOI
    190 Google Scholar citations

2015

  1. New. J. Phys
    Diagrammatic Monte Carlo study of the acoustic and the Bose–Einstein condensate polaron
    Jonas Vlietinck, Wim Casteels, Kris Van Houcke, and 3 more authors
    New Journal of Physics, 2015
    DOI
    99 Google Scholar citations

2014

  1. Phys. Rev. A
    Polaron formation in the vicinity of a narrow Feshbach resonance
    W Casteels, and M Wouters
    Physical Review A, 2014
    DOI
    31 Google Scholar citations

2013

  1. Phys. Rev. A
    Bipolarons and multipolarons consisting of impurity atoms in a Bose-Einstein condensate
    W Casteels, J Tempere, and JT Devreese
    Physical Review A—Atomic, Molecular, and Optical Physics, 2013
    DOI
    63 Google Scholar citations
  2. Eur. Phys. J. Spec. Top.
    Weak coupling many-polaron description of ultracold bosonic impurities in a condensate
    W Casteels, J Tempere, and JT Devreese
    The European Physical Journal Special Topics, 2013
    DOI
    4 Google Scholar citations
  3. Phys Rev. B
    Erratum: Feynman path-integral treatment of the BEC-impurity polaron [Phys. Rev. B 80, 184504 (2009)]
    W Casteels, J Tempere, MK Oberthaler, and 3 more authors
    Physical Review B—Condensed Matter and Materials Physics, 2013
    DOI
    5 Google Scholar citations

2012

  1. Phys. Rev. A
    Polaronic properties of an impurity in a Bose-Einstein condensate in reduced dimensions
    W Casteels, J Tempere, and JT Devreese
    Physical Review A—Atomic, Molecular, and Optical Physics, 2012
    DOI
    71 Google Scholar citations

2011

  1. Laser Physics
    Strong coupling treatment of the polaronic system consisting of an impurity in a condensate
    W Casteels, T Van Cauteren, J Tempere, and 1 more author
    Laser Physics, 2011
    DOI
    62 Google Scholar citations
  2. Phys. Rev. A
    Response of the polaron system consisting of an impurity in a Bose-Einstein condensate to Bragg spectroscopy
    W Casteels, J Tempere, and JT Devreese
    Physical Review A—Atomic, Molecular, and Optical Physics, 2011
    DOI
    25 Google Scholar citations
  3. J. Low. Temp. Phys
    Polaronic properties of an ion in a Bose-Einstein condensate in the strong-coupling limit
    W Casteels, J Tempere, and JT Devreese
    Journal of Low Temperature Physics, 2011
    DOI
    53 Google Scholar citations
  4. Phys. Rev. A
    Many-polaron description of impurities in a Bose-Einstein condensate in the weak-coupling regime
    W Casteels, J Tempere, and JT Devreese
    Physical Review A, 2011
    DOI
    45 Google Scholar citations

2009

  1. Phys. Rev. B
    Feynman path-integral treatment of the BEC-impurity polaron
    J Tempere, W Casteels, MK Oberthaler, and 3 more authors
    Physical Review B, 2009
    DOI
    290 Google Scholar citations