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Statistical Physics Courses

Provable Quantum Learning Advantages for Physics Data
ICTP Condensed Matter and Statistical Physics via YouTube
Learning Quantum Systems: From Physics-Inspired Models to Hamiltonian Learning
ICTP Condensed Matter and Statistical Physics via YouTube
Optimal Control and Implementation of Quantum Algorithms
ICTP Condensed Matter and Statistical Physics via YouTube
Reinforcement Learning in Online Bayesian Estimation for Noise-Driven Coherent Rotation of a Spin Qubit
ICTP Condensed Matter and Statistical Physics via YouTube
Neural Network Approach to Quasiparticle Dispersions in Doped Antiferromagnets
ICTP Condensed Matter and Statistical Physics via YouTube
Classical Machine Learning for Quantum Simulations: Detection of Phases, Order Parameters, and Hamiltonians
ICTP Condensed Matter and Statistical Physics via YouTube
Representation Learning for Quantum Systems
ICTP Condensed Matter and Statistical Physics via YouTube
Understanding Quantum Spin Liquids on Triangular Lattice with Symmetry Breaking and Machine Learning
ICTP Condensed Matter and Statistical Physics via YouTube
Domain Wall Dynamics of a Two-Dimensional Quantum Ising Model Using Tree Tensor Networks
ICTP Condensed Matter and Statistical Physics via YouTube
Reinforcement Learning to Disentangle Quantum States from Partial Observations
ICTP Condensed Matter and Statistical Physics via YouTube
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