PhD Monitor
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Engineering● OpenPreview

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

Join a pioneering PhD project focused on innovative optical surface engineering.

Best for:Best for engineering graduates with a passion for optical technologies and machine learning.

UNIVERSITE DE POITIERS · Nouvelle-Aquitaine, France · R1 · First-stage researcher
More professors at UNIVERSITE DE POITIERS
microstructured surfacesoptical propertiesgenerative adversarial networkssurface engineering
Deadline
Nov 1, 2026
18 days
Funding
Salaried
Contrat Doctoral
Start date
ASAP
Full-time
Location
Nouvelle-Aquitaine
France

Overview

This PhD position at the University of Poitiers involves the development of microstructured surfaces with tailored optical properties through the application of generative adversarial networks. The successful candidate will engage in cutting-edge research within the engineering field, contributing to advancements in optical technologies. Applicants are expected to demonstrate a strong background in relevant engineering disciplines and a keen interest in innovative research methodologies.

PhDoptical engineeringmachine learningsurface technologygenerative models

What you'll do

  • Conduct research on the generation of microstructured surfaces.
  • Utilize generative adversarial networks for optical property control.
  • Collaborate with interdisciplinary teams to enhance research outcomes.
  • Publish findings in reputable scientific journals.
  • Present research results at conferences and seminars.

Requirements

Degree required: MSc in Engineering or a related field

Degree offered: PhD

Language: French; English: proficiency required

Instruction: French and English

Required skills
  • Strong background in engineering principles
  • Experience with machine learning techniques
  • Familiarity with optical properties and surface engineering
  • Ability to conduct independent research
Nice to have
Knowledge of generative adversarial networksExperience in experimental designProficiency in data analysis softwareStrong communication skills
Eligibility
  • Open to all nationalities
  • Must hold a relevant master's degree

Funding & terms

Type
Salaried
Amount
Contrat Doctoral
Duration
—
Programme
—

How to apply

Deadline: 2026-11-01

Interested candidates should prepare their application materials and submit them as per the instructions provided by the university. Ensure all required documents are included.

Documents required
  • CV
  • Cover letter
  • Research proposal
  • Master's degree transcripts
  • 2 reference letters
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