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. Joerg Hoffmann at University of Saarland. 2) 1-2 PhD students working with Prof. Hendrik Blockeel and/or Prof. Jesse Davis on the topic of developing novel approaches for learning, compressing, and
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(e.g., model compression/simplification and hardware-aware optimization). We are also interested in how resource-efficiency interacts with broader sustainability aspects of machine learning such as
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mechanisms. The project will combine experimental studies with advanced signal processing and AI techniques (compressed sensing), aiming to detect early signs of failure and enable predictive maintenance
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, compressible flow, aerodynamic analysis and optimisation would be an advantage. Broader experience of engineering computational modelling and optimisation methods would also be and advantage. As part of
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Institute of Low Temperature and Structure Research Polish Academy of Sciences | Poland | about 2 months ago
an increase in crystal field strength. This compression raises the energy of the 4T2 level, thereby reducing the spin-orbit coupling between the 2E and 4T2 levels. Consequently, the luminescence kinetics
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. If documents are not in English or a Scandinavian language, certified translations must be uploaded. Attachments exceeding 25 MB must be compressed or provided as a link. Applicants with foreign education must
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-hardware co-design of neural architectures, memory hierarchies, and communication systems Model compression and optimization (pruning, quantization, knowledge distillation) for edge deployment FPGA- and ASIC
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. If documents are not in English or a Scandinavian language, certified translations must be uploaded. Attachments exceeding 25 MB must be compressed or provided as a link. Applicants with foreign education must
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, they must be compressed before upload. Please note that information on applicants may be published even if the applicant has requested not to be included in the official list of applicants - see Section 25
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and interpretability, analogous to RAG (Retrieval-Augmented Generation) in LLMs Investigating methods for improving AI model sustainability, e.g. model compression techniques (such as quantization and