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applications including asset pricing, volatility modelling, risk management etc. Developing the framework of economic world models, with generative AI algorithms such as diffusion models and theory-informed
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-generation technologies that promote sustainable, healthy, and intelligent living environments. The successful candidate will develop innovative sensing systems, artificial intelligence (AI) algorithms, and
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, sustainable, and scalable artificial intelligence technologies. The successful candidate will develop novel algorithms and system-level innovations that significantly improve the energy efficiency
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algorithms and validate findings through computational studies, with the goal of publishing in leading operations research and management science journals. Job Requirements: Candidates must hold a Bachelor in
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, and testing of software prototypes and algorithms related to security, privacy-preserving technologies, and digital trust. Conduct comprehensive literature reviews on state-of-the-art methodologies
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at the interface of optimization, geometry, and machine learning Designing, implementing, and testing algorithms Engaging in scientific exchange with collaboration partners of the project Preparing reports
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methods for additive manufacturing applications, including ANNs and evolutionary genetic algorithms for process optimization supported by programming knowledge (e.g. Matlab, Python). Hands-on experience
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remains a substantial gap between the theory and practical behavior of many widely used algorithms. This project, led by Dr. Zhang, aims to strengthen the theoretical foundation of relative smooth
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, incorporating the simulator into the existing code simulation infrastructure within the group of HK Ng at CQT. Specific tasks to be completed in the three months: Speed up existing code with decoding algorithm BP
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at least one of the following fields: approximation of neural networks, convergence of Langevin/MC sampling, analysis and algorithm design of interacting particle systems, operator learning, regularity