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Valentin Hamaide

Researcher

Valentin received his master degree in mathematical engineering in 2017 from Université Catholique de Louvain. He has worked a year in the private sector before starting a PhD in 2018 at UCLouvain in collaboration with IBA on several research projects including predictive maintenance, beam line calibration and more recently on proton dose delivery optimization for mobile tumors.

Projects

Big Data for Med Tech

MED

ARIES

MED

Publications

2023

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Deffet, Sylvain ; Hamaide, Valentin ; Sterpin, Edmond. Definition of dose rate for FLASH pencil‐beam scanning proton therapy: A comparative study in Medical Physics

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Wuyckens, Sophie ; Dasnoy-Sumell, Damien ; Janssens, Guillaume ; Hamaide, Valentin ; Huet, Margerie ; Loyen, Estelle ; Macq, Benoît ; Rotsart de Hertaing, Gauthier. OpenTPS -- Open-source treatment planning system for research in proton therapy in Medical Physics

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Hamaide, Valentin ; Souris, Kevin ; Dasnoy-Sumell, Damien ; Glineur, François ; Macq, Benoît. Real‐time image‐guided treatment of mobile tumors in proton therapy by a library of treatment plans: a simulation study in Medical physics

2022

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Hamaide, Valentin. Data-driven learning and optimization approaches for proton therapy - Thèse (Dissertation)

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Hamaide, Valentin ; Hamaide, Bertrand ; Williams, Justin C.. Nature reserve optimization with buffer zones and wildlife corridors for rare species in Sustainability Analytics and Modeling

2021

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Hamaide, Valentin ; Glineur, François. Transfer learning in Bayesian optimization for the calibration of a beam line in proton therapy in ESANN 2021, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Online event, du 06/10/2021 au 08/10/2021

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Hamaide, Valentin ; Glineur, François. Unsupervised Minimum Redundancy Maximum Relevance Feature Selection for Predictive Maintenance : Application to a Rotating Machine in International Journal of Prognostics and Health Management

2019

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Hamaide, Valentin ; Glineur, François. Predictive maintenance of a rotating condenser inside a synchrocyclotron in CEUR Workshop Proceedingsthe 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), Brussels, Belgium, du 06/11/2019 au 08/11/2019

2018

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Bui Van Ha, undefined ; Hamaide, Valentin ; Craeye, Christophe ; Glineur, François ; de Lera Acedo, Eloy. Direct Deterministic Nulling Techniques for Large Random Arrays Including Mutual Coupling in IEEE Transactions on Antennas and Propagation

2017

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Hamaide, Valentin ; Glineur, François ; Craeye, Christophe. Optimal interference nulling for large arrays of coupled antennas - Mémoire (Thesis)