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understanding, modeling and simulation, iterative and confident progress, justification, and decision support. To this end, the ISOAR team is promoting a research focus on model-based engineering (MBE) and model
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self-adaptation capabilities. Three major challenges have been identified: (P1) modelling uncertain environments where robust, weakly supervised machine learning algorithms can be deployed to irrigate
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well as the microstructure and mechanical behaviour of the resulting bio-based composites. The work will involve incorporating straw into thermoplastic matrices and evaluating and modelling the variability of mechanical
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