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are exploring which methods are suitable under which conditions to solve combinatorial optimization problems better than purely classical methods. Possible topics for a master's thesis include, for example
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], which states that random neural networks can be pruned to approximate a large class of functions without changing the initial weights. We are also interested in Neural Combinatorial Optimization, where we
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hits using in vitro (cell lines, organoids) and in vivo (mouse xenograft/PDX models) systems. They will optimize protocols for NGS library preparation, CRISPR-Cas9 editing, and high-throughput molecular
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University Seattle campus. Course topics include High-performance Computing, VLSI Design, Advanced Machine, Learning Combinatorial Optimization and Statistical Inference. Responsibilities include preparation
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in screening technologies, assay development, complex cell systems and lab automation. Our projects range from biochemical screens to combinatorial chemical synthesis to sophisticated screening assays
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Minnesota State Colleges and Universities, System Office | Mankato, Minnesota | United States | about 1 month ago
machine learning and/or artificial intelligence related math courses, including computational topology and geometry, network analysis, optimization, and scientific computation etc. Strong interest and
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different research directions: Optimization and machine learning with quantum-inspired methods like tensor networks Characterization of the problem graphs resulting from encoding combinatorial optimization
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Minnesota State Colleges and Universities, System Office | Mankato, Minnesota | United States | about 1 month ago
faculty committed to excellence in teaching, scholarship, and service. Faculty specialties include applied computational mathematics, number theory, combinatorial matrix theory, stochastic differential
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Minnesota State Colleges and Universities, System Office | Mankato, Minnesota | United States | 3 months ago
machine learning and/or artificial intelligence related math courses, including computational topology and geometry, network analysis, optimization, and scientific computation etc. Strong interest and
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algorithms, string algorithms, data structures, combinatorial optimization, algo-rithmic cheminformatics, differential privacy and cryptography. Artificial Intelligence, Cybersecurity and Programming Languages