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conducted with the best ranked candidates whose classification in the curricular evaluation is equal to or higher than 4 points (4 in 5 points). The evaluation criteria for the curricular component are
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signing the contract. Activity Outline: Development of road safety studies, namely through literature review and data analysis, with a view to scientific publication. The use of statistical software (R
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tweezers to control, orient, and destabilize the emulsions in order to release the substance at the target site, which will be evaluated by microscopy and image analysis. Legislation and regulations: Law Nº
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emphasis on mechanical engineering and computational rheology problems. Task 1 - Review of the state of the art: survey and brief analysis of the use of physics-informed neural networks (PINNs) and neural
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for the specific detection of target microorganisms; 3) Implementation of spectral imaging analysis using confocal microscopy to enable multiplex detection; 3) Application of the developed method to analyze
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laboratory models; Analysis of virtual acceleration signals; Processing using artificial intelligence; Participation in the development of a web platform; Creation of documentation and dissemination of results
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on the potentiostat for cell analysis. 4 - Writing scientific articles on the research topic in journals indexed in Scopus. Legislation and regulations: Law Nº. 40/2004, of 18th August, in its current wording (Statutes
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for applications for one research grant within the framework of project ISA4RL - Integrating Instance Space Analysis with Auto-Reinforcement Learning for Adaptive Algorithm Selection and Configuration
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the contract. Activity Outline: Analysis of the chemical composition of microalgal biomass and process techno-economic and sustainability assessment and preparation of reports and technical papers
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that will be compiled in the final project report, which will present a critical analysis of the work carried out, highlighting the main conclusions and suggesting avenues for further study in the field