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). The SAFIR team brings together internationally recognised expertise in several multidisciplinary fields, including nonlinear and guided optics, laser sources and frequency combs, ultrafast nonlinear dynamics
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nonlinear dynamical systems to join our interdisciplinary team. Our research focuses on developing and applying computational frameworks—including machine learning, nonlinear dynamical systems, and hybrid
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contents in a robust, interpretable, and industrially deployable manner. The PhD project will develop a unified framework combining multi-degree-of-freedom dynamic modeling, high-bandwidth nonlinear
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ICFO is offering up to two postdoctoral positions to a well-qualified, highly motivated and dynamic young scientists who wish to enhance their scientific career in a friendly and stimulating
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Theory; Computational Physics; X-ray Spectroscopy; Electronic Structure; Ultrafast Dynamics , Condensed Matter Theory , Hard Condensed Matter Theory , High Performance Computing , many-body quantum
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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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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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Hz and 40 MHz), the wavelength and the pulse duration (the latter can be adjusted from 80 fs up to 20 ps) on the nonlinear optical responses. Objective 3: Ultrafast dynamics of the 2D layers. A deeper
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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