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. Familiarity with macroeconomic dynamic stochastic general equilibrium (DSGE) models or survey design is encouraged and greatly beneficial. We are looking for ambitious, highly motivated candidates who wish
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involve close links to experimentalists with the chance to test out results at leading XFEL facilities in Europe/USA. Outcomes will include an enhanced understanding of stochastic processes like ion hops in
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MMF/Nexus pipeline and the stochastic Bayesian Bisous method. To improve, extend and deepen the analysis to a full dynamical inventory, a major incentive for the project is the application and
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improving the reliability of the prediction of structural performance. This project aims to continue developing the stochastic inference framework by leveraging recent advances in artificial intelligence
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; mathematical modelling of cancer; probabilistic modelling and Bayesian inference, stochastic algorithms and simulation-based inference; causal inference and time-to-event analysis; and statistical machine
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- Stochastics International elements International guest lecturers Projects with partners in Germany and abroad Integrated internships Internships are possible. Teaching/work obligations or opportunities
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Stochastics and mathematical finance Discrete mathematics and optimisation Discrete geometry Numerical mathematics Applied analysis Mathematics for AI Course organisation The BMS programme is divided into two
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the early Universe" "Understanding the origin of matter using the stochastic gravitational wave background" "Uncovering the next generation of standard models using GAMBIT" "Using the Higgs boson to discover
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-refinement for finite element and scientific deep learning methods (gradient-free adaptation, generalized stochastic gradient descent methods) Salary for PhD students: is AUD32K per annum, tax free
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of your research can include both deterministic and stochastic optimization. You will write down your results in papers to be submitted to high-quality peer-reviewed academic journals, and present your work