Prof. Marc Sebban Profile

Prof. Marc Sebban

at Univ Jean Monnet Saint-Etienne

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Publications (2)

Proceedings Article | 18 June 2024 Poster

Predicting laser energy absorption on nanostructured surfaces with deep learning

Fayad Ali Banna, Rémi Emonet, Anton Rudenko, Marc Sebban, Jean-Philippe Colombier

Proceedings Volume PC13017, PC130170Y (2024) https://doi.org/10.1117/12.3022317

KEYWORDS: Laser nanostructuring, Deep learning, Light absorption, Laser energy, Laser-matter interactions, Physics, Maxwell equations, Laser irradiation, Finite-difference time-domain method, Scanning electron microscopy

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Proceedings Article | 13 March 2024 Presentation

Laser-induced surface organization on the nanoscale guided by machine learning

Jean-Philippe Colombier, Eduardo Brandao, Anthony Nakhoul, Rémi Emonet, Amaury Habrard, Florence Garrelie, François Jacquenet, Florent Pigeon, Marc Sebban

Proceedings Volume PC12873, PC128730D (2024) https://doi.org/10.1117/12.3000894

KEYWORDS: Natural surfaces, Machine learning, Laser irradiation, Ultrafast phenomena, Systems modeling, Nonlinear optics, Nanostructures, Modeling, Materials properties, Complex systems

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