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Dive into the research topics where Joeri Lenaerts is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Active
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Questioning the question: Exploring how physical degrees of freedom are retrieved with neural networks
Lenaerts, J. & Ginis, V., 13 Jun 2022, 10 p.Research output: Other contribution
Open Access1 Citation (Scopus) -
Artificial neural networks for inverse design of resonant nanophotonic components with oscillatory loss landscapes
Lenaerts, J., Pinson, H. & Ginis, V., 1 Jan 2021, In: Nanophotonics. 10, 1, p. 385-392 8 p.Research output: Contribution to journal › Article › peer-review
Open Access10 Citations (Scopus) -
Deep learning the design of optical components
Lenaerts, J., Pinson, H. & Ginis, V., 25 Aug 2020.Research output: Unpublished contribution to conference › Unpublished paper
Prizes
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A physics-inspired approach to overcome oscillatoryloss landscapes in the inverse design of optical components
Joeri Lenaerts (Speaker), Vincent Ginis (Contributor) & Hannah Pinson (Contributor)
26 Jan 2022Activity: Talk or presentation › Talk or presentation at a conference
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A beta-variational autoencoder (beta-VAE) to retrieve relevant degrees of freedom in a physical system
Joeri Lenaerts (Speaker) & Vincent Ginis (Contributor)
22 Aug 2022Activity: Talk or presentation › Talk or presentation at a conference
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The interplay between Physics and Artificial Intelligence: an integrated perspective reconciling physical intuition and computational complexity
Joeri Lenaerts (Recipient) & Vincent Ginis (Supervisor)
1 Nov 2020 → 1 Nov 2024Activity: Other › Written proposal
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Deep Learning the Design of Optical Components
Joeri Lenaerts (Speaker), Hannah Pinson (Contributor) & Vincent Ginis (Contributor)
21 Aug 2020Activity: Talk or presentation › Talk or presentation at a conference