11:30am - 1:00pm
Seminar

Machine Learning Force Fields for Materials Science

Ambroise van Roekeghem
Neural networks, learning and quantum physics
11:30am - 1:00pm
    Amphithéâtre Guillaume Budé, Site Marcelin Berthelot
    Open to all, subject to availability
    -

    Documents and media

    Speaker(s)

    Ambroise van Roekeghem

    CEA-LITEN, Grenoble

    Events

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

    Lecture
    9:30 - 11:00am

    Representation of quantum states by neural networks (Neural Quantum St…
    Antoine Georges

    Lecture
    11:30am - 1:00pm

    Neural Quantum States for Finite Temperature and Open Systems, with a …
    Filippo Vicentini

    Seminar
    2:30 - 4:00pm

    Introduction to quantum tomography
    Antoine Georges

    Lecture
    9:30 - 11:00am

    Time-Dependent Neural Quantum States
    Giuseppe Carleo

    Seminar
    11:30am - 1:00pm

    Neural network representations of fermionic quantum states (1)
    Antoine Georges

    Lecture
    9:30 - 11:00am

    Quantum States with Neural Networks: Representations and Tomography…
    Juan Carrasquilla

    Seminar
    11:30am - 1:00pm

    Neural network representations of fermionic quantum states (2)
    Antoine Georges

    Lecture
    9:30 - 11:00am

    Renormalization Group Theory and Machine Learning
    Giulio Biroli

    Seminar
    11:30am - 1:00pm

    Neural networks, learning and density functional : applications to electronic structure
    Antoine Georges

    Lecture
    9:30 - 11:00am

    Machine Learning Force Fields for Materials Science
    Ambroise van Roekeghem

    Seminar
    11:30am - 1:00pm

    See also

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