Research output per year
Research output per year
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Dive into the research topics where Nicolas Roy is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Chiral metasurface optimization using a genetic algorithm and a neural-network based approach
Mayer, A., Filippozzi, D., Roy, N. & Rahimi-Iman, A., 2026, In: Proceedings of SPIE - The International Society for Optical Engineering. 14104, p. 141040J 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Hyperparameter Control Using Fuzzy Logic: Evolving Policies for Adaptive Fuzzy Particle Swarm Optimization Algorithm
Roy, N., Beauthier, C. & Mayer, A., 2 Jun 2025, In: Evolutionary computation. 33, 2, p. 279-308 30 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Towards Photonic Band Diagram Generation with Transformer-Latent Diffusion Models
Delchevalerie, V., Roy, N., Bougaham, A., Mayer, A., Frénay, B. & Lobet, M., 2 Oct 2025.Research output: Working paper › Preprint
File17 Downloads (Pure) -
Twist-Induced Beam Steering and Blazing Effects in Photonic Crystal Devices
Roy, N., Lou, B., Fan, S., Mayer, A. & Lobet, M., Dec 2025, In: Light: Science and Applications. 14, 1, 263.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Animal Species Identification in Historical Parchments by Continuous Wavelet Transform– Convolutional Neural Network Classifier Applied to Ultraviolet–Visible–Near-Infrared Spectroscopic Data
Roy, N., Pierard, H., BOUHY, J., Mayer, A., Deparis, O. & Gravis, D., 17 Oct 2024, In: Intelligent Computing. 3, p. 0101 9 p., 0101.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Datasets
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Secondary ion mass spectrometry, a powerful tool for revealing ink formulations and animal skins in medieval manuscripts
Gravis, D. (Contributor), Roy, N. (Contributor), Ruffini-Ronzani, N. (Contributor), Houssiau, L. (Contributor), Felten, A. (Contributor), Tumanov, N. (Contributor) & Deparis, O. (Contributor), Dryad, 13 Feb 2023
Dataset
Prizes
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Stanford University
Roy, N. (Visiting researcher)
17 Aug 2023 → 3 Sept 2023Activity: Visiting an external institution types › Visiting an external academic institution
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2022 IEEE Congress on Evolutionary Computation, CEC 2022
Roy, N. (Contributor)
18 Jul 2022 → 23 Jul 2022Activity: Participating in or organising an event types › Participation in conference
Thesis
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Development and Application of Computational Intelligence in Photonics
Roy, N. (Author), Mayer, A. (Supervisor), Beauthier, C. (Co-Supervisor), Lobet, M. (President), Frénay, B. (Jury), Deparis, O. (Jury), Langevin, D. (Jury) & Nguyen, H. S. (Jury), 9 Sept 2025Student thesis: Doc types › Doctor of Sciences
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