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-supervised learning. Familiarity with neuroscience, or ethology is a plus. Position 2 — additional desirable expertise: reinforcement learning, imitation learning, optimal control, dynamical systems, or
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University of Amsterdam (UvA) | Amsterdam, Provincie Noord-Holland | Netherlands | about 2 months ago
addresses dynamics of both real and complex dynamical systems in low dimensions. The research in the Numerical Analysis and Applied Analysis group addresses numerical solution … Where to apply Website https
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learning-assisted methods: data assimilation, uncertainty quantification (UQ), and machine-learning-based moment closure models. · Multiscale modeling: kinetic limits of many-particle dynamical systems
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moment closure models. • Multiscale modeling: kinetic limits of many-particle dynamical systems, hydrodynamic limits of kinetic models, and semiclassical limits of quantum systems. • Theoretical analysis
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algorithmic and theoretical foundations of reinforcement learning applied to complex, high-dimensional dynamical systems. The project focuses on the intersection of deep reinforcement learning
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-making, or both interact with dynamical environments. The successful candidate is expected to have a solid background in one or more of the following areas: applied mathematics, systems and control, game
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department has 30 regular faculty members, and has leading research programs in Scientific Computing Methods, Mathematical & Quantum Physics, Environmental & Geophysical Fluid Dynamics, Control & Dynamical
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letter) in scientific modeling, simulation and/or control of [BG4.1]complex nonlinear dynamical physical systems. Proven experience (pointing specific publications in the motivation letter) in
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theory and dynamical systems, control theory for PDEs; hyperbolic systems; and mathematical problems arising in plasma physics. Responsibilities of the position include to conduct independent and
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holographic systems out of equilibrium, with possible topics including dynamical and cosmological horizons, gravitational entropy, Noether charge methods, holographic coarse-graining, chaos, black hole