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to neural population coding. As a starting point, we will build upon recent advances in graph neural networks (GNNs), particularly those described by which offer a promising architecture for modelling
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: Mathematics, Data Science, Statistics, Graph Theory, Optimization, Stochastic Processes Appl Deadline: 2026/01/31 11:59PM (posted 2025/12/09, listed until 2026/01/31) Position Description: Apply Position
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predictive modelling; Bioinformatics and Knowledge Graphs (visualization and reporting); AI-based data integration across cohorts (with federated machine learning); Contribute to ongoing projects, such as: o
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. This opening is in discrete mathematics, aligning with the research interests of Prof. Bernard Lidický and Prof. Shira Zerbib. This includes graph theory, discrete geometry, topological combinatorics, extremal
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optimization. AI/ML methods development: Neural networks, graph neural networks (GNNs), generative AI, or active learning for materials applications. Integration of theory and experiment: Using computation and
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. Summarizes results and prepares progress reports for oral presentation at laboratory meetings. Prepares appropriate and understandable representations of data such as graphs, charts, tables, statistical
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-doctoral associate to work on one or more of the following topics: Mathematical Physics, Spectral Theory, Quantum Chaos, Large Graphs and Quantum Walks. Related areas such as Quantum Information can also be
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. Panagiotis Papadakis and Associate Prof. Mihai Andries Keywords: Deep learning, event cameras, human skeleton, pose estimation, action recognition Where to apply Website https://imtatlantique.fillout.com
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of interviews and practice interviews for several fellowships. Conducts statistical analysis of program trends and creates lists, charts, graphs, and other data to support annual reports, external information
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, Computational Social Science, Big Data. Relevant skills could include statistical analysis, data management and collection, causal inference, network analysis, graph theory, visualizations, and online tool