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blue economy opportunities These areas are supported by strong scientific and technical infrastructure, including molecular biology, sequencing, analytical chemistry, ecology, bioimaging, and scientific
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Instituto de Investigação e Inovação em Saúde da Universidade do Porto (i3S) | Portugal | about 2 months ago
networks or similar machine learning technologies applied to DNA; Preferential: Experience with transcription factor motif discovery; Proficiency in high-throughput sequence alignment methods; Candidates who
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qualifications and/or diplomas, if applicable. Enrollment in a non-degree course developed in association or cooperation between a High Education Institution and one or multiple research units. Work plan
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data (sequences and associated properties), adapting existing generative architectures (e.g. VAEs and diffusion-based models when appropriate) to the peptide domain, and defining suitable representations
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improvements in classification stability and security-aware code generation. The work plan includes: (Month 1) Implement contrastive learning fine-tuning using a tailored Multiple Negatives Ranking Loss (MNRL
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to the Calls for Applications for the award of Research Fellowships within the scope of the project: “HELM.AI – Aligning Higher Vocational Education with Labour Market Demands using AI”. This erratum applies
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, quantitative PCR, DNA sequence analysis) Preferred Factors: Will be considered preferred factor the interest in pursuing a PhD in Microbiology. Candidates for the Research scholarship must also be enrolled
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-induced variations. The work plan includes: Evaluation Pipeline Development (Month 1) Implement a scalable evaluation framework using local LLM infrastructure (e.g., Ollama, LMStudio). Integrate multiple
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of appropriate genetic markers, and preparation of samples for high-throughput sequencing; c) Management, pre-processing and analysis of high-throughput sequencing data obtained through DNA metabarcoding
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, control, trust, ethics) and align them with use cases; 5. Develop a functional prototype, including a simple interface and a pipeline with Human-in-the-Loop; 6. Integration of a basic explainability