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in mechatronic hardware and software You have a solid foundation in probability and statistics for Bayesian modelling, uncertainty quantification, and causal inference You have a team player mindset, a
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multimodal omics data. The project will focus on multimodal representation learning, uncertainty quantification, and interpretable and biologically plausible modeling, with the goal of building foundational AI
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for simulation and modeling of wave dynamics, and for uncertainty quantification of extreme events. The project will combine stochastic mathematical models of wave physics with advanced computational methods
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of multi-fidelity and active learning strategies for molecular systems. The candidate will collaborate in an international research team on related research questions in machine learning, uncertainty
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addition to responsible AI practices, such as model interpretability, validation on diverse populations, uncertainty quantification, and trustworthy deployment in biomedical settings. While this position is expected
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of Lepton Number Violation to nuclear transition operators, computation of relevant many-body LNV operators in light nuclei for benchmarking and uncertainty quantification purposes, and the broader
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, cyber security and power grid analysis, and uncertainty quantification for engineered systems. Collaboration with experts from various scientific disciplines and applications, and following team planning
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measurements with structural and aerodynamic models. The candidate will explore physics-informed machine learning and system identification techniques to improve monitoring, uncertainty quantification, and
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progression modelling, exploiting advances in deep feature learning and uncertainty quantification to support the Bayesian framework, as well as implementation of computational models of neurodegeneration
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, United States of America [map ] Subject Area: Uncertainty Quantification for Life Sciences Appl Deadline: (posted 2025/10/01 05:00 AM UnitedKingdomTime, listed until 2026/04/02 04:59 AM UnitedKingdomTime) Position