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into a stochastic hetero-functional graph, and collaborating on the design and administration of surveys to collect and analyze data for informing and/or validating the models. The post-doctoral
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, reliability, and stochastic simulation concepts with experience in wildfire modeling and loss assessment and regional planning of rural communities. The individual will contribute to the development of solution
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(economics), Fernando N. Santos (mathematics) and Tuan Pham (physics). This team spans various methodological approaches including statistical physics, socio-econo-physics, agent-based modelling, stochastic
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be involved in the three-year project “High Dimensional Hierarchical Optimization methods for Machine Learning and Stochastic Optimal Control”. Background or expertise in one or more of the following
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conjecture, -- Langlands program and related problems, -- algebraic geometry and complex geometry, -- partial differential equations and in particular Navier-Stokes equations, -- stochastic analysis
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: - QUANTITATIVE VERIFICATION: analysis of probabilistic systems (Markov decision processes, stochastic games, chemical reaction networks), automata theory and temporal logic, machine learning in verification