Condensed matter physics is the branch of physics that studies systems of very large numbers of particles in a condensed state, like solids or liquids. Condensed matter physics wants to answer questions like: why is a material magnetic? Or why is it insulating or conducting? Or new, exciting questions like: what materials are good to make a reliable quantum computer? Can we describe gravity as the behavior of a material? The behavior of a system with many particles is very different from that of its individual particles. We say that the laws of many body physics are emergent or collective. Emergence explains the beauty of physics laws.
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Differentiable Programming Tensor Networks and Quantum Circuits
Chinese Academy of Sciences -
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Glassy and Correlated Phases of Optimal Quantum Control
University of California, Berkeley -
Neural Belief-Propagation Decoders for Quantum Error-Correcting Codes
University of Sherbrooke -
Operational quantum tomography
TRIUMF (Canada's National Laboratory for Particle and Nuclear Physics) -
Machine learning phase discovery in quantum gas microscope images
San Jose State University -
Machine Learning Physics: From Quantum Mechanics to Holographic Geometry
University of California, San Diego -
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Deep learning and density functional theory
University of Ottawa -
Machine learning ground-state energies and many-body wave function
University of Camerino -