PhD in Generation of Microstructured Surfaces with Controlled Optical Properties Using Generative Adversarial Networks

Centre National de la Recherche Scientifique

Posted: 8 October 2026 - Xlim, France

About this opening

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The PhD project aims to develop a predictive surface-generation methodology that links microtopography to optical appearance using Generative Adversarial Networks. It will explore the synthesis of micro-textured surfaces with tunable optical properties, enhancing visual customization in various fields. The candidate will work on integrating physical modeling and AI to optimize surface design and manufacturing processes.

Position details

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  • Role: phd
  • Employment type: full time
  • Research field: Engineering
  • Research topic: Microstructured Surfaces
  • Language: French
  • Start date: 1 January 2027
  • Application deadline: 27 October 2026