ICTP Condensed Matter and Statistical Physics Courses

Topology and Dynamics of Higher-Order Networks - Lecture 1: General Introduction to Algebraic Topology on Networks and Simplicial Complexes

Explore algebraic topology in networks and simplicial complexes, focusing on homology and boundary operators. Gain insights into higher-order network structures and their impact on complex systems.

• YouTube
• 2 hours 16 minutes
• On-Demand
• Free Video

Topology and Dynamics of Higher-Order Networks - Lecture 3: Topological Dirac Equation and Discrete Network Geometry

Explore topological Dirac equations and discrete network geometry in higher-order networks. Delve into metric cohomology and its applications in mathematical physics and dynamical systems.

• YouTube
• 2 hours 13 minutes
• On-Demand
• Free Video

Topology and Dynamics of Higher-Order Networks - Lecture 2: Introduction to Algebraic Topology on Networks and Simplicial Complexes

Explore algebraic topology on networks and simplicial complexes, focusing on Hodge Laplacians and Dirac operators in higher-order networks. Gain insights into topological signals and their applications.

• YouTube
• 2 hours
• On-Demand
• Free Video

Topology and Dynamics of Higher-Order Networks - Information Theory of Network Geometry and Gauge Fields - Lecture 4

Explore information theory of network geometry and gauge fields in higher-order networks. Delve into topological signals, discrete topology, and emerging dynamical states in complex systems.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Challenges in Heterogeneous Catalyst Development - Advancements in High Throughput Simulation, Experiments, and Machine Learning

Explore advancements in heterogeneous catalyst development through high-throughput simulation, experiments, and machine learning. Gain insights into industrial applications and opportunities in this multidisciplinary field.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Unlocking Atomistic Simulation Potential: Tutorial on DeePMD-kit for Accurate Machine-Trained Models

Explore DeePMD-kit for creating precise machine-trained potentials in atomistic simulations. Learn key components and practical usage of this powerful tool for quantum-level accuracy at near-classical computational costs.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video