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with singular velocity fields (mixing, enhanced and anomalous dissipation), or alternatively on nonlinear incompressible dynamics (Euler, Navier–Stokes, SQG), studying weak solutions, energy balances
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dynamical structure directly from time-series data. This includes methodological work on nonlinear state-space reconstruction, system identification, reservoir computing and related recurrent architectures
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, especially biological or brain networks, including graph analysis, network dynamics and nonlinear systems, as well as scientific publications in indexed journals and development of reproducible scientific
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conduct researches of transport phenomena and dynamics of chemical reaction using the approaches of active matter, nonequilibrium statistical physics, theory/mathematical calculation method of nonlinear
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; Condensed Matter Theory; Computational Physics; X-ray Spectroscopy; Electronic Structure; Ultrafast Dynamics , Experimental Atomic Molecular and Optical Physics , Experimental Condensed Matter , Experimental
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flexibility to choose research projects and mentor(s) among the faculty members in the department. Possible research areas and related desired background consist of: Research on the dynamics of nonlinear
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learning, uncovering the modes of learning available to linear and nonlinear systems, their expressiveness and capacity, and the physical imprints of learned tasks. The postdoctoral researcher will
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Numerical analysis of fully explicit phase-field models for dynamic fracture of materials H/F Numerical analysis of fully explicit phase-field models for dynamic fracture of materials Understanding
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& Cryptography, Graph Theory & Combinatorics, Statistics, Artificial Intelligence, Computational & Applied Mathematics, Dynamical Systems & Mathematical Biology. It hosts the Key Laboratory of Nonlinear Analysis
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dynamics, it is therefore necessary to correct aberrations over time to restore a diffraction-limited illumination beam. This will be achieved using an adaptive optics (AO) loop specially designed for in