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Standardisation, characterisation and modelling composite processes and environment-induced deformations

Objective

OCTAGON will train 12 Doctoral Candidates to investigate the scientific mechanisms governing the behaviour of carbon-fibre-reinforced composites during manufacturing and environmental exposure. Reducing Product Development Lead Time (PDLT) is essential to meet the EU’s ambitious CO2 and NOₓ emission targets. Yet progress is limited by two related challenges: long characterisation times under hot and humid conditions, and the limited ability to predict Process-Induced Deformations (PIDs). Although these issues appear distinct, both stem from the lack of fast, reproducible experimental methods and predictive models that can capture the coupled effects of moisture, curing, temperature, and stress across multiple scales.

OCTAGON will address these bottlenecks through a unified scientific strategy. It will develop miniaturised, rapid, and standardised experimental methods to quantify moisture uptake, cure evolution, and internal stress development in small material volumes, thereby reducing testing time and generating high-quality datasets for modelling. These data will inform advanced multiscale models that link microscopic behaviours with macroscopic structural responses, providing a robust scientific basis for understanding environmental effects and PIDs. Artificial intelligence (AI) plays a central role in this approach. By integrating physics-informed AI and uncertainty quantification with an Integrated Computational Materials Engineering (ICME) framework- connecting materials, processes and structural performance - OCTAGON will create surrogates that learn from experiments and high-fidelity simulations, enabling fast, accurate and uncertainty-aware predictions under manufacturing and service conditions.

Through a multidisciplinary training programme, OCTAGON will prepare researchers capable of advancing the scientific foundations needed to accelerate the reliable introduction of innovative composite materials into engineering applications.

Fields of science (EuroSciVoc)

Keywords

Programme(s)

Topic(s)

Funding Scheme

HORIZON-TMA-MSCA-DN - HORIZON TMA MSCA Doctoral Networks

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Call for proposal

(opens in new window) HORIZON-MSCA-2025-DN-01

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Coordinator

FUNDACION IMDEA MATERIALES
Net EU contribution
€ 564 376,32
Address
CALLE ERIC KANDEL 2 PARQUE CIENTIFICO Y TECNOLOGICO TECNOGETAFE
28906 Getafe
Spain
Region
Comunidad de Madrid Comunidad de Madrid Madrid
Activity type
Research Organisations
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Total cost
No data

Participants (7)

Partners (6)