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ENSAM

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Post-doctorat en IA frugale et durabilité des composites F/H - campus d'Angers Ecole Nationale Supérieure d'Arts et Métiers (ENSAM) in France

Degree Level

Postdoc

Field of study

Computer Science

Funding

Available

Deadline

Nov 19, 2026

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Country

France

University

ENSAM

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Keywords

Computer Science
Environmental Science
Mechanical Engineering
Materials Science
Civil Engineering
Data-driven Modeling
Construction Material

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About this position

This postdoctoral position at Ecole Nationale Supérieure d'Arts et Métiers (ENSAM) on the Angers campus is part of the COMPOSIA project, which sits at the intersection of ecological and digital transitions.

The research aims to develop a hybrid methodology based on frugal artificial intelligence that combines experimental data with physics-based models to predict the durability of thermoset composite materials used in buildings exposed to flood conditions. The specific material studied is a unidirectional glass/epoxy composite, widely used in construction for reinforcement, rehabilitation, and structural elements.

The project addresses the challenge of forecasting long-term degradation under severe hygrothermal aging, where high humidity and temperature variations trigger coupled mechanisms such as diffusion, plastification, oxidation, and mechanical damage. A central aim is to identify predictive links between aging conditions and changes in mechanical properties even when only limited and heterogeneous experimental datasets are available.

The postdoctoral researcher will work on strategies that go beyond purely analytical or purely data-driven models, developing hybrid approaches capable of capturing complex degradation processes while remaining effective with small datasets. The work is closely connected to building durability, real-time degradation monitoring, and life prediction for materials in climate-vulnerable urban environments.

Funding details

Available

How to apply

Apply through the provided government job portal. Use the application link to submit the required materials before the deadline.

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