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S

Siegfried Mercelis

university of antwerp - imec

11H-index
144Paper Count
531Citation Count
Published Papers 23
Publication Date
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LiDAR-BIND-T: Temporally Consistent Sensor Modality Translation and Fusion for Robotic Applications
errIEEE Transactions on Robotics
IF10.5
err2026-07-06
err0
PREAI
errNiels Balemans; Ali Anwar; Jan Steckel; Siegfried Mercelis
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Optimized Hyperdimensional Edge AI Evaluation for Efficiency and Reliability under Real Radiation
errACM Transactions on Embedded Computing Systems
IF2.6
err2026-01-01
err0
PREAI
errRajappa, Anuj Justus; Smets, Laura; Reiter, Philippe; Rech, Paolo; Vanderhoydonc, Ynte; Singh, Ritesh Kumar; Mercelis, Siegfried; Famaey, Jeroen
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errSave
Model-Free Deep Reinforcement Learning for Adaptive Supply Temperature Control in Collective Space Heating Systems
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2025-02-18
err1
PREAI
errGhane, S; Jacobs, S; Huybrechts, T; Hellinckx, P; Mercelis, S; Verhaert, I; Mannens, E
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errSave
A hybrid predictive modeling approach for catalyzed polymerization reactors
errCHEMICAL ENGINEERING JOURNAL ADVANCES
IF7.1
err2024-11-01
err0
errOAAI
errSobhani, Omid; Toliati, Hamid; Elmaz, Furkan; Gerdposhteh, Shahab Pormoradi; Carius, Benedict; Mets, Kevin; Mercelis, Siegfried
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errSave
Simulation and quantitative analysis of Raman spectra in chemical processes with autoencoders
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2024-05-01
err2
PREAI
errWu, Min; Di Caprio, Ulderico; Van der Ha, Olivier; Metten, Bert; De Clercq, Dries; Elmaz, Furkan; Mercelis, Siegfried; Hellinckx, Peter; Braeken, Leen; Vermeire, Florence; Leblebici, M. Enis
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CollabGAT: Collaborative Perception Using Graph Attention Network
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errAhmed, Ahmed N.; Mercelis, Siegfried; Anwar, Ali
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errSave
SI-M/O: Swarm Intelligence-based Modeling and Optimization of complex synthesis reaction processes
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-11-01
err0
errOAAI
errWu, Min; Di Caprio, Ulderico; Elmaz, Furkan; Vermeire, Florence; Metten, Bert; Van Der Ha, Olivier; De Clercq, Dries; Mercelis, Siegfried; Hellinckx, Peter; Braeken, Leen; Leblebici, M. Enis
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errSave
Hybrid modelling of a batch separation process
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-09-01
err4
errOAAI
errDi Caprio, Ulderico; Wu, Min; Elmaz, Furkan; Wouters, Yentl; Vandervoort, Niels; Anwar, Ali; Mercelis, Siegfried; Waldherr, Steffen; Hellinckx, Peter; Leblebici, M. Enis
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errSave
Reinforcement learning-based approach for optimizing solvent-switch
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2023-08-01
err5
errOAAI
errElmaz, Furkan; Di Caprio, Ulderico; Wu, Min; Wouters, Yentl; Van Der Vorst, Geert; Vandervoort, Niels; Anwar, Ali; Leblebici, M. Enis; Hellinckx, Peter; Mercelis, Siegfried
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errSave
An Energy Management Unit for Predictive Solar Energy Harvesting IoT
errproceedings of the
IF0
err2023-01-01
err0
errOAAI
errRajappa, Anuj Justus; Sabovic, Adnan; Celikkol, Burcu; Aernouts, Michiel; Reiter, Philippe; Mercelis, Siegfried; Hellinckx, Peter; Famaey, Jeroen
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errSave
Metamodelling of Noise to Image Classification Performance
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errDe Hoog, Jens; Anwar, Ali; Reiter, Philippe; Mercelis, Siegfried; Hellinckx, Peter
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errSave
Artificial Intelligence and Data-Driven Rehabilitation: The Next Frontier in the Management of Cardiometabolic Disorders
errARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION
IF3.7
err2022-08-01
err3
errOAAI
errLandry, Michel D.; van Wijchen, Joost; Hellinckx, Peter; Rowe, Michael; Ahmadi, Elaheh; Coninx, Karin; Mercelis, Siegfried; Hansen, Dominique; Vissers, Dirk
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errSave
Adaptivity in multi-level traffic simulation using experimental frames
errSIMULATION MODELLING PRACTICE AND THEORY
IF4.6
err2022-01-01
err4
PREAI
errBosmans, Stig; Bogaerts, Toon; Casteels, Wim; Mercelis, Siegfried; Denil, Joachim; Hellinckx, Peter
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errSave
Designing resource-constrained neural networks using neural architecture search targeting embedded devices
errINTERNET OF THINGS
IF7.6
err2020-12-01
err11
errOAAI
errCassimon, Amber; Vanneste, Simon; Bosmans, Stig; Mercelis, Siegfried; Hellinckx, Peter
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errSave
Requirements for distributed task placement in the fog
errINTERNET OF THINGS
IF7.6
err2020-12-01
err13
errOAAI
errEyckerman, Reinout; Mercelis, Siegfried; Marquez-Barja, Johann; Hellinckx, Peter
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errSave
Resource efficient sensor fusion by knowledge-based network pruning
errINTERNET OF THINGS
IF7.6
err2020-09-01
err10
PREAI
errBalemans, Dieter; Casteels, Wim; Vanneste, Simon; de Hoog, Jens; Mercelis, Siegfried; Hellinckx, Peter
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errSave
Online reverse engineering of CAN data
errINTERNET OF THINGS
IF7.6
err2020-09-01
err3
PREAI
errde Hoog, Jens; Bogaerts, Toon; Casteels, Wim; Mercelis, Siegfried; Hellinckx, Peter
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errSave
A hybrid timing analysis method based on the isolation of software code block
errINTERNET OF THINGS
IF7.6
err2020-09-01
err4
errOAAI
errLi, Haoxuan; De Meulenaere, Paul; Vanherpen, Ken; Mercelis, Siegfried; Hellinckx, Peter
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errSave
Real-time virtualization with Xvisor
errINTERNET OF THINGS
IF7.6
err2020-09-01
err4
errOAAI
errDe Bock, Yorick; Mercelis, Siegfried; Broeckhove, Jan; Hellinckx, Peter
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errSave
DUST Initializr - Graph-based platform for designing modules and applications in the revised DUST framework
errINTERNET OF THINGS
IF7.6
err2020-09-01
err0
PREAI
errHuybrechts, Thomas; Eyckerman, Reinout; Van den Langenbergh, Raf; Vanneste, Simon; Mercelis, Siegfried; Hellinckx, Peter
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
D
Dominique Hansen
H-index: 49 · Papers: 439
J
Jeroen Famaey
H-index: 35 · Papers: 271
L
Leen Braeken
H-index: 34 · Papers: 129
M
Michel D. Landry
H-index: 33 · Papers: 175
K
Karin Coninx
H-index: 32 · Papers: 379
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