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Field
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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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, 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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Computer Science and expertise at the intersection of quantum computing and computer science. Topics of interest include, but are not limited to foundational and applied quantum algorithms, quantum cryptography
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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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, 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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cryptography Quantum error correction and fault-tolerant quantum computing Quantum algorithms and complexity theory Quantum optimization and quantum machine learning Quantum programming languages, compilers
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cryptographic implementation, demonstrated through previous projects on software and/or hardware implementation of cryptographic algorithms (not restricted to symmetric-key algorithms). For direction 2, it is
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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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, misinformation and political communication, science of science, scientific inequality, collective behavior, human-machine cooperation, algorithmic privacy, and new methods for discovering social heterogeneity. We
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, algorithmic auditing, machine-learning evaluation, or human-computer interaction. Experience conducting multilingual, cross-cultural, or Global South-focused research is particularly valuable. Application