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Seminar

Neural networks, learning and quantum physics

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    See also:
    Neural network - Javier Robledo-Moreno (NYU and CCQ)
    Neural network - Javier Robledo-Moreno (NYU and CCQ).

    Program

    Introduction to neural network learning and overview of applications in quantum physics
    Antoine Georges

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    Lecture
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    Representation of quantum states by neural networks (Neural Quantum States)
    Antoine Georges

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    Lecture
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    Neural Quantum States for Finite Temperature and Open Systems, with a Practical Introduction to NetKet
    Filippo Vicentini

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    Seminar
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    Introduction to quantum tomography
    Antoine Georges

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    Lecture
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    Time-Dependent Neural Quantum States
    Giuseppe Carleo

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    Seminar
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    Neural network representations of fermionic quantum states (1)
    Antoine Georges

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    Lecture
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    Quantum States with Neural Networks: Representations and Tomography
    Juan Carrasquilla

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    Seminar
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    Neural network representations of fermionic quantum states (2)
    Antoine Georges

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    Lecture
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    Renormalization Group Theory and Machine Learning
    Giulio Biroli

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    Seminar
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    Neural networks, learning and density functional : applications to electronic structure
    Antoine Georges

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    Lecture
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    Machine Learning Force Fields for Materials Science
    Ambroise van Roekeghem

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    Seminar
    Neural networks, learning and quantum physics
    Guillaume-Budé Amphitheater, Marcelin-Berthelot Site
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    See also

    Lecture related to the seminar: Neural networks, learning and quantum physics
    Antoine Georges, chair Quantum Condensed Matter Physics