ICTP Condensed Matter and Statistical Physics Courses

Learning Quantum Systems: From Physics-Inspired Models to Hamiltonian Learning

Explore physics-inspired models and Hamiltonian learning techniques for understanding quantum systems, enhancing your knowledge of advanced quantum mechanics concepts.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Optimal Control and Implementation of Quantum Algorithms

Explore optimal control techniques for implementing quantum algorithms, enhancing efficiency and performance in quantum computing systems.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Reinforcement Learning in Online Bayesian Estimation for Noise-Driven Coherent Rotation of a Spin Qubit

Explore reinforcement learning applications in Bayesian estimation for noise-driven coherent rotation of spin qubits, enhancing understanding of quantum systems and control.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Neural Network Approach to Quasiparticle Dispersions in Doped Antiferromagnets

Explore neural network applications in understanding quasiparticle dispersions within doped antiferromagnets, focusing on advanced condensed matter physics concepts.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Classical Machine Learning for Quantum Simulations: Detection of Phases, Order Parameters, and Hamiltonians

Explore classical machine learning techniques for quantum simulations, focusing on phase detection, order parameters, and Hamiltonian analysis.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Representation Learning for Quantum Systems

Explore advanced techniques for representation learning in quantum systems, focusing on cutting-edge approaches and their applications in condensed matter physics.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Deep Learning for Quantum Physics and Astronomy

Explore deep learning applications in quantum physics and astronomy, uncovering innovative techniques for data analysis and scientific discovery.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Understanding Quantum Spin Liquids on Triangular Lattice with Symmetry Breaking and Machine Learning

Explore quantum spin liquids on triangular lattices using symmetry breaking and machine learning techniques to uncover novel states of matter.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Domain Wall Dynamics of a Two-Dimensional Quantum Ising Model Using Tree Tensor Networks

Explore domain wall dynamics in 2D quantum Ising models using tree tensor networks, focusing on advanced computational techniques in condensed matter physics.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Reinforcement Learning to Disentangle Quantum States from Partial Observations

Explore reinforcement learning techniques for disentangling quantum states using partial observations, enhancing understanding of complex quantum systems.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Frontiers of Quantum Simulations with Optical Lattices

Explore cutting-edge quantum simulations using optical lattices, delving into advanced techniques and applications in condensed matter physics.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Amorphous Quantum Magnets in a Two-Dimensional Rydberg Atom Array

Explore amorphous quantum magnets using 2D Rydberg atom arrays, delving into cutting-edge research in condensed matter and statistical physics.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Simplifying the Simulation of Local Hamiltonian Dynamics

Explore advanced techniques for simplifying simulations of local Hamiltonian dynamics in quantum systems, enhancing understanding of complex quantum behaviors.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Data-Driven Extraction of Relevant Information in Quantum Many-Body Systems

Explore data-driven techniques for extracting crucial information from quantum many-body systems, enhancing understanding of complex quantum phenomena.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Reconstructing Complexity and Effective Hamiltonians

Explore effective Hamiltonians and complexity reconstruction in condensed matter physics, focusing on advanced theoretical concepts and applications.

• YouTube
• 49 minutes
• On-Demand
• Free Video