Phase Transformation Courses and Certifications

International Centre for Theoretical Sciences

Dynamics of 2+1-dimensional Quantum Field Theory - Lecture 2

Explore advanced concepts in 2+1D quantum field theory, focusing on symmetries, topology, and duality. Gain insights into recent developments and their applications across physics disciplines.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Notes on Melonic SO-N Tensor Models by Shiraz Minwalla

Exploration of Melonic SO(N)^q Tensor models, focusing on SYK theory dynamics, UV Lagrangian, and phase transitions. Discusses large N limit, spectrum analysis, and effective potential minimization in string theory context.

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

ICTP Mathematics

Phase Transitions - From Physics to Computer Science

Explore phase transitions across physics and computer science, from water states to combinatorial optimization and information theory, revealing their universal nature in complex systems.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

APS Physics

Topological Defects and Phase Transitions

Explore topological defects in 2D systems, their role in phase transitions, and experimental verifications in superfluids, superconductors, and crystals.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

Joint Mathematics Meetings

What Physics Teaches Us About Computation in High Dimensions

Explore the intersection of physics and high-dimensional computation, uncovering insights on phase transitions, algorithms, and deep learning in this thought-provoking lecture by Lenka Zdeborová.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

Institute for Advanced Study

Energy from Replica Wormholes - Netta Engelhardt

Explore replica wormholes and their role in free energy calculations, with insights on nonfactorization, replica tricks, and connections to JTT gravity and spin glasses.

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

Institute for Advanced Study

Random Quantum Circuits, Phase Transitions and Complexity - Aram Harrow

Explore quantum complexity, random circuits, and phase transitions in higher dimensions, with applications to tensor networks and simulation algorithms.

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

Materials Research Society

Nanomaterials under Stress - A New Opportunity for Nanomaterials Synthesis and Engineering

Explore stress-induced fabrication for nanomaterials synthesis, enabling precise structural control and tunable properties through mechanical compression of nanoparticles.

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

Generative Memory Lab

Spontaneous Symmetry Breaking in Generative Diffusion Models

Explore symmetry breaking in generative diffusion models, uncovering insights into their behavior and potential applications in AI and machine learning.

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

Chad's Prep

Heat and Calorimetry - General Physics

Master heat and calorimetry concepts, including specific heat, latent heat, and phase changes. Learn to calculate heat transfer in various scenarios and understand thermal equilibrium principles.

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

Institut des Hautes Etudes Scientifiques (IHES)

Random Field Ising Model and Parisi-Sourlas Supersymmetry - Lecture 4

Explore the Random Field Ising Model, Parisi-Sourlas supersymmetry, and dimensional reduction. Delve into recent theories explaining numerical evidence and potential loss of supersymmetry in specific dimensions.

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

Institut des Hautes Etudes Scientifiques (IHES)

Random Field Ising Model and Parisi-Sourlas Supersymmetry - Lecture 2

Explore the Random Field Ising Model, Parisi-Sourlas supersymmetry, and dimensional reduction. Delve into recent theories explaining numerical evidence and potential loss of supersymmetry in specific dimensions.

• YouTube
• 2 hours 3 minutes
• Self-Paced
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Random Field Ising Model and Parisi-Sourlas Supersymmetry - Lecture 1

Explore the Random Field Ising Model, Parisi-Sourlas supersymmetry, and dimensional reduction. Delve into recent theories explaining numerical evidence and potential loss of supersymmetry in specific dimensions.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Qiskit

Many-Body Localization and Quantum Thermalization

Explore quantum many-body localization and thermalization dynamics, examining the transition between these states and their implications for quantum systems and interactions.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Discover AI

Phase Transitions in Dot-Product Attention Layer Learning - New AI Discovery

Explore groundbreaking research on phase transitions in LLM attention mechanisms, revealing key insights into semantic learning and potential breakthroughs in AI model efficiency.

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