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Field
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of: Perform advanced microstructural and topological analysis of natural fibres using 3D imaging and image‑processing tools. Design and refine routes to isolate and tailor lignin fractions derived from
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, regarding microstructure design, colloids and soft matter, preferably with an international scope and applied approach. Proven expertise in food microstructure and functionalisation techniques for alternative
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, structural testing of the column under static and impact loadings, and characterisation of impact tested tubes to assess microstructural damage. The project addresses critical gaps in current design practices
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to learn from. Augment Data with Generative AI - You will use physics-constrained generative models (Diffusion models/GANs) to create a diverse library of synthetic microstructures, improving model
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mapping, to rapidly generate linked property-microstructure-chemistry multi-modal datasets, to efficiently produce low‑to‑medium fidelity data streams, which can also be paired to high‑fidelity industrial
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methods at the University of Manchester will be used to investigate microstructure and its role in SCC performance. Novel in-situ mechanical test methods will be used to study the SCC phenomena as it occurs
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of manufactured parts, particularly in terms of geometrical accuracy, microstructural control, and mechanical performance. This PhD project aims to develop a Multiphysics model and simulation to gain in-depth
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Apply: https://mgician.eu/research/doctoral-candidate-projects/dc2/ DC3: Microstructure, Defect, and Interface Engineering of Magnesium-Based Thermoelectric Materials Host: Max Planck Institute
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and next‑generation manufacturing, yet their performance is fundamentally limited by our inability to precisely control particle alignment and microstructure during fabrication. Existing methods—such as
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, the project will establish predictive frameworks capable of optimising process parameters, controlling microstructure evolution, and improving part quality in real time. Robotic platforms will be used