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stochastics. The Department of Mathematics has a friendly and welcoming atmosphere. We host regular research seminars, a range of specialist lectures and visitors to the department, as well as a number of
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their behaviour can be fully understood. In this industry-funded project, we will model stochastic fibre networks, with a particular focus on rubberlike polymer networks, seeking to connect microscopic mechanical
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until 2026/05/01 04:59 AM UnitedKingdomTime) Position Description: Apply Position Description Harmonic analytic methods for (stochastic) partial differential equations Job description The Analysis group
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stochastic modeling, Bayesian inference, data fusion and modern machine learning. Its research activities span various application domains such as security, non-destructive testing, infrared imaging and
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transfer modelling, stochastic prediction of fungal growth and Ochratoxin A risk, and optimisation of in situ robotic sensing technology. Through this systems-based approach, the research will generate
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(2019). [7] Y. Yang, P. Perdikaris, Conditional deep surrogate models for stochastic, high-dimensional, and multi-fidelity systems, arXiv:1901.04878 (2019). 8] L. Lu, J. Pengzhan, P. Guofei, G
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JAX/Julia would be a nice plus. Experience in one or more of the following areas will be considered a strong merit: stochastic (partial) differential equations, controlled differential equations
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uncertainties arising from the mechanical and aerodynamic properties of turbine blades, including variances in material behaviour under extreme load conditions, manufacturing tolerances, and stochastic
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complex multi-axial fatigue from stochastic wave and wind loading, plus corrosion and biofouling. To overcome these barriers, the industry requires a shift toward Lifecycle-Conscious Design, an approach
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wide range of modelling parameters, over large spatial and temporal spaces and where inputs are stochastic in nature. This is exacerbated in industrial applications that may include metals, ceramics and