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, normalizing flows, VAEs, generative transformers, or related methods. Strong programming skills and experience with modern deep learning frameworks. Experience with large-scale model training, distributed
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neuroscience. Within this framework, AI models are co-developed with domain experts to unlock concrete biological questions and accelerate their translation to clinic. The large and interdisciplinary research
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of future urban scenarios? The postdoctoral researcher will develop an integrated analytical framework connecting: Verticalisation → 3D urban morphology → environmental processes → climate and flood impacts
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concepts such as data parallelism, tensor parallelism, pipeline parallelism, checkpointing, and GPU communication. Experience with frameworks such as veRL, slime, Megatron-LM, DeepSpeed, TRL, vLLM, SGLang
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related field; Strong publication record in relevant venues; Solid programming skills in Python and a modern deep-learning framework Excellent communication skills in spoken and written English; Self