Statistical Physics of Stochastic Gradient Descent
Explore statistical physics principles applied to stochastic gradient descent, uncovering insights into machine learning optimization techniques.
Loop Soups: A Linchpin of Modern Mathematical Physics
Explore loop soups as a crucial concept in modern mathematical physics, bridging statistical mechanics and quantum field theory.
Triviality of the Ising SK TAP Energy up to the AT Line
Explore the triviality of Ising SK TAP energy up to the AT line in spin glasses with F. Concetti from University of Basel.
Quantum Fluids of Light in Semiconductor Lattices
Explore quantum fluids of light in semiconductor lattices, focusing on photonic resonators, polariton condensates, and topological properties. Gain insights into driven dissipative physics and its applications.
Exactly Solvable 2D Conformal Field Theory - Lecture 4 Part 2
Explore advanced concepts in exactly solvable 2D conformal field theory, focusing on part 2 of lecture 4 in this specialized physics series.
Exactly Solvable 2D Conformal Field Theory - Lecture 4 Part 1
Explore advanced concepts in two-dimensional conformal field theory with a focus on exactly solvable models in this recorded lecture.
Ergodicity and Its Breaking Through the Prism of Quantum Entanglement - Part 1
Explore quantum entanglement's role in ergodicity breaking, examining models, experiments, and concepts like thermalization and prethermalization in statistical mechanics.
Experimental Approaches to the Non-Equilibrium Physics of Complex Quantum Materials
Explore experimental methods for studying non-equilibrium physics in complex quantum materials, focusing on cutting-edge techniques and their applications.
Experimental Approaches to the Non-Equilibrium Physics of Complex Quantum Materials
Explore experimental methods for studying non-equilibrium physics in complex quantum materials, focusing on cutting-edge techniques and their applications.
Phases of Matter in Periodically-Driven Floquet Systems - Lecture 3
Explore advanced concepts in periodically-driven quantum systems, focusing on Floquet matter and its unique phases. Gain insights from expert Norman YAO on cutting-edge condensed matter physics.
Phases of Matter in Periodically-Driven Floquet Systems - Lecture 2
Explore advanced concepts in periodically-driven quantum systems, focusing on Floquet theory and its applications to condensed matter physics.
Rigid Body Flows for Sampling Molecular Crystal Structures
Explore normalizing flows for modeling 3D molecular crystal structures. Learn about flows on rigid bodies, sign-equivariant flows, and implementations like Moebius flows and convex gradient maps.
Rough Paths for Physicists - Course 2: Rough Paths, Combinatorics and Regularity
Explore rough paths, combinatorics, and regularity in physics, focusing on Brownian motion and its applications in mathematical analysis.
Theoretical Foundations of Active Matter: Lessons from Ideal Microscopic Models - Class 3
Explore theoretical foundations of active matter through ideal microscopic models, gaining insights into complex systems and their behaviors.
Introduction to Quantum Integrability - Lecture 5
Explore quantum integrability, focusing on advanced concepts and applications in theoretical physics and mathematical physics.
Introduction to Quantum Integrability - Lecture 4
Explore quantum integrability concepts, focusing on advanced topics and applications in theoretical physics.
Introduction to Quantum Integrability - Lecture 3
Explore quantum integrability concepts, focusing on advanced topics and applications in theoretical physics. Gain insights into complex quantum systems.
Introduction to Quantum Integrability - Lecture 1
Explore quantum integrability fundamentals, focusing on key concepts and applications in theoretical physics.
Introduction to Quantum Integrability - Lecture 2
Explore quantum integrability concepts, focusing on advanced topics and applications in theoretical physics.
Computational Modeling of Active Systems - Class 4
Explore computational modeling techniques for active systems, focusing on advanced concepts and practical applications in the field of active matter.
Physics of Flocking - Class 3
Explore the physics of flocking behavior in active matter systems, focusing on advanced concepts and mathematical models for collective motion phenomena.