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convolutional neural networks by exploring transformers, implicit neural representations (INRs), and hybrid architectures that integrate physical priors such as periodicity, symmetry, and long-range correlations
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. This probabilistic approach reflects the uncertainty and variability of geological systems, providing, in addition, a measure of confidence. (4) Calibration Ai architecture. The final component develops a calibration
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applied Machine Learning Hands-on experience with High Performance Computing Systems Basic knowledge of System Architecture of Supercomputers and NVidia-GPUs Practical experience with ML/DL workflows and
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of solving such systems are immense: slow or unstable convergence, lack of robustness, and scalability bottlenecks on modern parallel architectures. As a PhD researcher, you will be at the frontier of tackling
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28 Oct 2025 Job Information Organisation/Company University of Innsbruck Department Faculty of Architecture Research Field Architecture Researcher Profile First Stage Researcher (R1) Country Austria
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two-page research proposal based on the project description outlining how you would approach the project and what methods you would use. Under programme name, please select 'Architecture, Building and
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two-page research proposal based on the project description outlining how you would approach the project and what methods you would use. Under programme name, please select 'Architecture, Building and
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computing architectures, replacing conventional structureless and deterministic LIF point-neuron models. This is pursued through circuit designs that exploit and control memristor dynamics (e.g., local
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generation of responsible researchers. Our program encompasses comprehensive training for PhD students, including translational neuroscience, neuro-ethics, new smart nano-architectured materials, and wireless
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) on the topic “Multilayered 2D cuprate artificial heterostructures” Project Overview: As theoretical proposals for realizing more complex devices using superconducting cuprate twisted architectures exhibiting