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

Introducción general a la topología algebraica en redes y complejos simpliciales. Homología y operadores de frontera. Explora interacciones de orden superior en sistemas complejos y su impacto en la dinámica.

• 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

Exploración de la ecuación de Dirac topológica y geometría de redes discretas, enfocándose en cohomología métrica y su aplicación en sistemas complejos y redes de orden superior.

• 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

Introducción general a la topología algebraica en redes y complejos simpliciales, incluyendo Laplacianos de Hodge y operador de Dirac. Explora interacciones de muchos cuerpos en sistemas complejos y señales topológicas emergentes.

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

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

Explora la teoría de la información de la geometría de redes y campos gauge, parte de una serie sobre topología y dinámica de redes de orden superior. Profundiza en señales topológicas y fenómenos colectivos emergentes.

• 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. Learn about industrial applications in carbon reutilization and bio-feedstock conversion.

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

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

Explore machine-trained potentials for atomistic simulations using DeePMD-kit. Learn to create precise models with quantum-level accuracy at near-classical computational costs, expanding AIMD simulation capabilities.

• 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 advanced experimental methods and their applications in quantum physics research.

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

Thermopower Properties of Strongly Correlated Systems

Explore thermopower properties in strongly correlated systems, examining their unique characteristics and implications for condensed matter physics and statistical mechanics.

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

Programmable Quantum Matter

Explore quantum matter's programmability, focusing on its unique properties and potential applications in advanced technologies. Learn from expert insights on cutting-edge research in this field.

• 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 and simulation.

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

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

Explora métodos variacionales ab-initio para resolver la ecuación de Schrödinger de muchos electrones, tanto en casos dependientes como independientes del tiempo.

• 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 and applications in condensed matter physics and statistical mechanics.

• 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 transition between superfluid and insulator states. Gain insights into quantum many-body physics.

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

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

Explore techniques for measuring many-body entropies and entanglement using local measurements, with insights from Benoit Vermersch on quantum systems and statistical physics.

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

Provable Quantum Learning Advantages for Physics Data

Explore quantum learning advantages for physics data, uncovering how quantum methods can enhance data analysis and provide unique insights in scientific research.

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