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systems with a focus on optimal filtering (Bayesian filters, e.g., Kalman/particle filters) in the context of indoor/outdoor navigation as well as in the application areas of autonomous platforms and
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areas, could include deep learning (e.g. Long Short Term Memory - LSTM), statistical baselines (e.g. Autoregressive Integrated Moving Average - ARIMA, Kalman filters) and transformers (e.g., spatio
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, ensemble Kalman filters, and physics-informed neural networks (PINNs) enforce conservation laws while fitting observations. The key is to apply the vast amount of physical insights developed in turbulence
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), state estimation (e.g. Kalman filtering, pose graph optimization), or collaborative positioning is highly valued. Mathematical skills: Competence in mathematical modeling of dynamic systems and
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to visit the ESA website: http://www.esa.int and websites of the main conferences (co-)organised by the GNC, AOCS & Pointing Division: ESA GNC Conference, ICATT and ADCSS. Field(s) of activity
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Research Living Allowance, at current value of $36,063 AUD per annum 2025 full-time rate (tax-free stipend), indexed plus allowances as per RTP stipend scholarship conditions at: https://www.monash.edu
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models parameters, aiming to uncover possible predictors of upcoming seizures. The initial focus will be on classic approaches, such as Kalman Filters, followed by the consideration of hybrid approaches
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; Cultivate and maintain strong donor relations through collaboration with University Advancement. Promote the Kalman undergraduate research symposium; Support benchmarking, assessment, and evaluation
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ECMWF - European Centre for Medium-Range Weather Forecasts | Bonn, Nordrhein Westfalen | Germany | 3 months ago
variational methods (4D-Var) or Ensemble Kalman Filters (EnKF); Experience of working with satellite retrievals of atmospheric composition would be an advantage; Experience with ML approaches for data