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machine learning models (e.g., VAEs, GANs, transformer-based models) to large-scale biomedical and biological data, including developing and optimizing models to predict disease progression and create
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collaborators to optimize analysis workflows and share expertise Supporting experimental biologists by integrating multi-omic analyses to identify optimal targets for functional validation Interpreting results
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from various sources. (ii) Fabrication of bi-functional membrane coatings through dip coating from combustion sol. (iii) Optimization of the coatings’ chemical composition for a better adhesion of the
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significantly change in response to external factors, providing insight into optimal cultivation practices. Bioactivity-Guided Profiling: Integrating metabolomics data with in vitro and ex vivo bioassays (e.g
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Project in EU: DC 1: a-SiC deposition by Hot Wire Chemical Vapor Deposition (HWCVD) - Host institution: CNRS (FR) DC 2: Optimization of a-SiC thin films for photonic applications - Host institution: CNRS
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Nonequilibrium dynamics in crowded enzymatic media: characterization and inference from observations
theoretical results with recent experimental data. They will perform simulated experiments to elucidate the optimal conditions under which different theoretical ingredients can be observed. Finally, they will
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will carry out research and teaching activities in the field of design, management, and optimization of industrial plants, with particular attention to topics related to production process digitalization
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-Puplett configuration, and a cryogenic reference blackbody. The activity also includes a phase of optimization of the optical system, with particular attention to straylight, and afinal phase
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; optimize protocols and strategies for FACS-based functional genomics screening; contribute to ongoing research group activities and collaborative projects Offered contract: Coordinated and Continuous
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of: Laboratory instrument like: FT-IR, GPC, KF, Principles of Good Laboratory Practice, Ability to design and optimize experimental workflow, Data analysis, including statistical evaluation