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, Nonlinear and Complex Systems , Nonlinear Integral Systems, Classical and Quantum , Optical Physics , optics , Optics and Photonics , Optomechanics , Photoelectron spectroscopies , Photon-based Scattering and
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Astronomy , Neutrino physics , Neutrino physucs , Non-equilibrium quantum physics , Nonequilibrium physics in bulk and molecular quantum materials , Nonlinear and Complex Systems , Nonlinear Integral Systems
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of magnitude greater in frequency than human vision spans in wavelength. The enhanced nonlinearity of human hearing also enables increased perception of pitch and other dynamical waveform changes that could not
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programme including 16 PhD students trained in several European countries (https://cordis.europa.eu/project/id/101227338 ). You will be appointed for three years, during which time you will study for a fee
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student will need to integrate these advances while remaining vigilant about modeling nonlinear physics, which is counterintuitive for neural networks. The project is based on an international collaboration
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to develop constitutive laws within the framework of nonlinear viscoelasticity, first under small strains and then under large strains. In parallel with the modeling work, particular attention will be
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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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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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, in particular microphones and loudspeakers, with specific attention to MEMS-based transducers. The activities include the experimental characterization and the analysis of linear, nonlinear, and
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, focusing on AI- based quantitative imaging of human hemodynamics, as well as neural network models of nonlinear ultrasound for imaging and quantitative tissue property estimation. The outcome of