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conditional GANs, VAEs, transformer-based models, and physics-informed approaches including neural ODEs and PINNs, particularly in the context of digital twins or physiological simulation. Experience working
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of future reactor systems with a focus on systems relevant for Norway. The objective is to further develop and validate machine-learning surrogate models derived from high-fidelity multiphysics simulations
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solvable models) alongside large-scale numerical simulations on high-performance computing facilities Characterize the transitions that govern quantum information protection, from encoding and decoding
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learning, understand their mathematical foundations, and connect them to space-related technologies and missions. The focus is on building rigorous models that explain and predict the behaviour of modern
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The Institute of Theoretical and Applied Informatics of the Polish Academy of Sciences | Poland | about 2 months ago
Description IITiS PAN is offering an assistant position in the Security, Modelling and Performance Evaluation Group. The successful candidate will participate in research on the security and robustness
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area of Gaussian Process based Simultaneous Localisation and Mapping (SLAM) and recent advances in non-parametric, 3D environment modelling. We will assess the utility of these tools for map-building
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related libraries) to develop, test, and evaluate machine learning models; review, proofread, and execute formal mathematical proofs; implement optimization and simulation-based methods; and analyze large
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against annual fiscal year budgets. Regularly project financial outcomes by modeling revenue and spending, including conducting Monte Carlo simulations of projected fundraising, thinking strategically about
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: · Artificial intelligence and machine learning applications in musculoskeletal medicine and orthopedic surgery · Biomedical data science and modeling relevant to MSK health · Image analysis and
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as needed. ● Participates in a variety of community building events within the house model and SURMC campus to build strong relationships with students. ● Other duties as assigned. Qualifications