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Field
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network analysis and linguistic modeling under uncertainty, ODIN aims to capture the complex emotional, biased, and uncertain nature of human interaction in digital environments. Main research areas
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to a quantum network would be competitive Demonstrated ability to assemble and test complex optical systems. More Information Location: [[Kent Ridge Campus]] Organization: [[National University
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the framework of the ERA Chair project "CBeRa: Strategic Integration of Complex Networks and Systems for Advancing Biomedical Research" (GA 101186558, HORIZON-WIDERA-2023-TALENTS-01), funded by the European
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synthetic ones. The Genomics group develops AL/ML methods to interpret genomes and distill the immensely complex networks that form the foundation of human biology and disease. Current areas of interest
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fundamental and demand-driven research on modelling and analysis of complex social networks. This line of research is broadly focused on modelling, analysis and estimation of complex network models in
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focuses on three broad overlapping themes: large protein complexes and networks, molecular mechanisms of biology and disease, and synthetic biology, covering all aspects of protein science, with an emphasis
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general to limited supervision. Problems faced are difficult and may be complex. May influence others regarding policies, practices, and procedures. May have project management responsibilities on small
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. Proficiency in Python programming and major ML/DL frameworks (e.g., PyTorch, TensorFlow). Solid understanding of optimization and regularization methods for training complex neural networks. Practical knowledge
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networks and deep learning Foundations of reinforcement learning and bandit algorithms Mathematical and algorithmic perspectives on large language models Statistical learning theory and complexity analysis
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description Climate extremes continue to intensify across Europe, creating complex environmental management challenges for river systems. Traditional infrastructure designed for single hazard mitigation