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institutions work together to develop innovative solution for complex thermoplastic composite parts. This postdoc position tackles the challenge of 3D microscale modelling of fiber-reinforced composites, with a
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structure analysis. The methodology will aim to leverage the inherent structure of composite materials, embedding physical laws and multi-physics constraints into the GNN framework. This approach will enhance
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composite materials exhibit highly specialized heterogeneous architectures, finely tuned to meet functional demands. Examples include plant cellulose structures and mineralized collagen in bone and teeth
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relevant to this project. Strong interest in fatigue of composite structures and materials. A proactive mindset and eagerness to develop new skills and knowledge to successfully complete the project. A