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integrate the seismological observations with the laboratory results. The research has potential impact on earthquake hazard mitigation, including early warning and probabilistic forecasting. The PDRA will be
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Weather and climate prediction are undergoing a profound transformation. Alongside traditional physics-based forecast systems, machine-learned (ML) weather prediction models, hybrid ML-physics
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observations with the laboratory results. The research has potential impact on earthquake hazard mitigation, including early warning and probabilistic forecasting. The PDRA will be hosted by Durham University
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We are seeking to appoint a Senior Postdoctoral Researcher in Statistical Machine Learning and Deep Generative Modelling to apply and develop cutting- edge deep generative probabilistic models
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methods with optimization and decision-support models. Background in one or more of the following: time-series analysis, neural networks, forecasting, uncertainty quantification, sensitivity analysis