ICTP Condensed Matter and Statistical Physics Courses

Quantum Gas Microscopy of Hubbard Systems Out of Equilibrium

Explore quantum gas microscopy techniques for studying Hubbard systems in non-equilibrium states, focusing on cutting-edge research in condensed matter physics.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Thermopower Properties of Strongly Correlated Systems

Explore thermopower properties in strongly correlated systems, focusing on advanced concepts and research insights from Federal University of Rio de Janeiro.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Programmable Quantum Matter

Explore cutting-edge research on programmable quantum matter, delving into its principles, applications, and potential impact on future technologies.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Empowering Deep Neural Quantum States Through Efficient Optimization

Explore efficient optimization techniques for deep neural quantum states, enhancing their power and performance in quantum systems modeling.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Ab-initio Variational Wave Functions for the Time-(In)dependent Many-electron Schrödinger Equation

Explore variational wave functions for many-electron Schrödinger equations, focusing on ab-initio methods and their applications in quantum mechanics.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Transformer Wave Functions for Quantum Spin Models

Explore transformer wave functions for quantum spin models, delving into advanced concepts in condensed matter and statistical physics.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Work Statistics and Entanglement Across the Fermionic Superfluid-Insulator Transition

Explore work statistics and entanglement in fermionic systems, focusing on the superfluid-insulator transition and its implications for quantum physics.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Many-Body Entropies and Entanglement from Polynomially-Many Local Measurements

Explore many-body entropies and entanglement through local measurements, gaining insights into quantum systems and their properties.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Provable Quantum Learning Advantages for Physics Data

Explore quantum learning advantages for physics data, uncovering provable benefits and applications in scientific research and analysis.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video