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advanced AI/ML methods for robust analysis and integration. Data sparsity, batch effects, and missing values across different omics layers and platforms. Cross-omics data fusion and representation learning
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-4 pages); 2 references letters. Qualifications and Exêrience Essential: A PhD in Organic Chemistry or related subject. Expert in retrosynthetic analysis to further elaborate novel organic molecules by
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sampling, analytical methods such as GC-MS, LC-MS, or other relevant instrumentation. Experience in olfactory system research is highly desirable. Background in experimental design, data analysis
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communities in soil environments. Develop and optimize laboratory protocols for characterization, and functional analysis of soil biology. Utilize high-throughput sequencing technologies to analyze soil
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desalination. He/she should demonstrate experience in membrane processes, water quality analysis, and lab and pilot-scale testing of water treatment and desalination processes. Required qualifications
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of software tools for the broader research community. Responsibilities: Develop and implement transformer-based genomic language models for bacterial genome analysis. Train and evaluate models on large-scale
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of cities, focusing on urban development dynamics and urban financial management. Responsibilities: Research and Analysis: Conduct original research on urban economics, including the analysis of economic
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and improving governance processes in cities, focusing on stakeholder dynamics and urban policy strategies. Responsibilities: Research and Analysis: Conduct original research on urban governance
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retrosynthetic analysis to further elaborate novel organic molecules by following sustainable synthesis routes. Expert in the synthesis, purification, and chemical characterization of organic products. Good
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their thermophysical properties. Proficiency in computational fluid dynamics (CFD) simulation of thermal energy storage systems, enabling the modeling and analysis of heat transfer, fluid flow, and thermodynamic