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The candidate will develop and benchmark zero-shot multimodal fusion models for rare disease prediction, using melanoma as a use case. The project integrates spatial and single-cell multi-omics data with
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the development of artificial-intelligence models. Its subtle infiltrative growth pattern also creates specific challenges for diagnosis, staging and clinical management. This PhD project is part of M4GIC-ILC, a 36
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models at the edge. While biomedical applications will be the primary focus of this work, the resulting ML models and hardware will be designed to be easily portable to a broad range of tasks based
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these barriers. The exact focus of the PhD will therefore be determined along the way, based on input from the companies and your own interests. You will become a member of the EAVISE group in Sint
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together with other energy assets, such as electrical boilers, within a Model Predictive Control (MPC) framework that optimally balances electricity and heat production. Within FLEX-SMR, this PhD focuses
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institution. Detailed information about the program, including admission requirements and placement records, can be found at https://feb.kuleuven.be/ research/PhD/businesseconomics/Business The Department
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of extension based on your performance and the acquisition of additional funding. The ultimate objective is to complete your PhD within a four-year timeframe. The research will be based at campus Kulak in
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) thinking, so that policymakers and other stakeholders not only take account of the ‘as is’ situation on the Flemish labour market, but also receive indications of future developments. This four-year PhD
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Programme? Not funded by a EU programme Reference Number BAP-2026-569 Is the Job related to staff position within a Research Infrastructure? No Offer Description In this PhD project we will study how a
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. The work will progress from well-defined model minerals to recycled and secondary mineral resources with the support of the supervisors and project consortium. The position includes the following