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Peter Hellinckx

university of antwerp

19H-index
200Paper Count
1.9KCitation Count
Published Papers 37
Publication Date
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Evaluating innovative collective heating and cooling concepts by incorporating occupants' preferences for conflicting performance indicators
err2024-07-01
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PREAI
errJacobs, Stef; Van Minnebruggen, Senne; Matbouli, Houssam; Ghane, Sara; Hellinckx, Peter; Verhaert, Ivan
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Simulation and quantitative analysis of Raman spectra in chemical processes with autoencoders
err2024-05-01
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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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SI-M/O: Swarm Intelligence-based Modeling and Optimization of complex synthesis reaction processes
err2023-11-01
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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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HybridGamma: A thermodynamically consistent framework for hybrid modelling of activity coefficients
err2023-11-01
err4
errOAAI
errDi Caprio, Ulderico; Degreve, Jan; Hellinckx, Peter; Waldherr, Steffen; Leblebici, M. Enis
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An artificial intelligence course for chemical engineers
err2023-10-01
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PREAI
errWu, Min; Di Caprio, Ulderico; Vermeire, Florence; Hellinckx, Peter; Braeken, Leen; Waldherr, Steffen; Leblebici, M. Enis
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Hybrid modelling of a batch separation process
err2023-09-01
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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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Reinforcement learning-based approach for optimizing solvent-switch
err2023-08-01
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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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Predicting overall mass transfer coefficients of CO2 capture into monoethanolamine in spray columns with hybrid machine learning
err2023-04-01
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errOAAI
errDi Caprio, Ulderico; Wu, Min; Vermeire, Florence; Van Gerven, Tom; Hellinckx, Peter; Waldherr, Steffen; Kayahan, Emine; Leblebici, M. Enis
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An Energy Management Unit for Predictive Solar Energy Harvesting IoT
err2023-01-01
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errRajappa, Anuj Justus; Sabovic, Adnan; Celikkol, Burcu; Aernouts, Michiel; Reiter, Philippe; Mercelis, Siegfried; Hellinckx, Peter; Famaey, Jeroen
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Metamodelling of Noise to Image Classification Performance
err2023-01-01
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errOAAI
errDe Hoog, Jens; Anwar, Ali; Reiter, Philippe; Mercelis, Siegfried; Hellinckx, Peter
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Resource efficient AI: Exploring neural network pruning for task specialization
err2022-11-01
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errOAAI
errBalemans, Dieter; Reiter, Philippe; Steckel, Jan; Hellinckx, Peter
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Artificial Intelligence and Data-Driven Rehabilitation: The Next Frontier in the Management of Cardiometabolic Disorders
err2022-08-01
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errLandry, Michel D.; van Wijchen, Joost; Hellinckx, Peter; Rowe, Michael; Ahmadi, Elaheh; Coninx, Karin; Mercelis, Siegfried; Hansen, Dominique; Vissers, Dirk
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Leveraging Artificial Intelligence and Fleet Sensor Data towards a Higher Resolution Road Weather Model
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IF3.5
err2022-04-02
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errOAAI
errBogaerts, Toon; Watelet, Sylvain; De Bruyne, Niko; Thoen, Chris; Coopman, Tom; Van den Bergh, Joris; Reyniers, Maarten; Seynaeve, Dirck; Casteels, Wim; Latre, Steven; Hellinckx, Peter
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Adaptivity in multi-level traffic simulation using experimental frames
err2022-01-01
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PREAI
errBosmans, Stig; Bogaerts, Toon; Casteels, Wim; Mercelis, Siegfried; Denil, Joachim; Hellinckx, Peter
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CNN-LSTM architecture for predictive indoor temperature modeling
err2021-12-01
err122
errOAAI
errElmaz, Furkan; Eyckerman, Reinout; Casteels, Wim; Latre, Steven; Hellinckx, Peter
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ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs
errSENSORS
IF3.5
err2021-06-24
err10
errOAAI
errSoto, Paola; Camelo, Miguel; Mets, Kevin; Wilhelmi, Francesc; Goez, David; Fletscher, Luis A.; Gaviria, Natalia; Hellinckx, Peter; Botero, Juan F.; Latre, Steven
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Predicting LiDAR Data From Sonar Images
err2021-01-01
err7
errOAAI
errBalemans, Niels; Hellinckx, Peter; Steckel, Jan
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