Phase Transformation Courses and Certifications

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Watch Out for AI Phase Transitions - First Order Logic

Discover how AI models experience logical phase transitions and learn to identify the exact breaking points where LLM reasoning collapses using first-order logic principles.

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

IPhT-TV

Statistical Physics of Glassy Systems - Tools and Applications

Explore statistical physics tools and applications for understanding glassy systems through comprehensive theoretical frameworks and practical methodologies.

• YouTube
• 11 hours 26 minutes
• Self-Paced
• Free Video

Raman Research Institute

Statistics of Extremes and Records in Random Sequences

Explore advanced physics topics including extreme value statistics, phase transitions, cosmological inflation, rheology, neutron stars, and quantum chaos through expert lectures.

• YouTube
• 2 days 21 hours 11 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Active Droplets in Cell Biology and Their Role in the Molecular Origin of Life - 2

1 rating

Explore how active droplets function in cellular processes and their potential role in understanding life's molecular origins through advanced biological physics.

• YouTube
• 1 hour 43 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Brain Criticality - Class 1

1 rating

Discover how the brain operates at critical points between order and chaos, exploring phase transitions and emergent properties in neural networks through theoretical frameworks.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

PCS Institute for Basic Science

Electrical Breakdown of Excitonic Insulators

1 rating

Explore a novel electrical breakdown mechanism for exciton insulators, examining the instability of many-body ground states and its implications for condensation energies and electric fields.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Minimum Work of Partitioning, Gibbs Phase Rule, and Van der Waals Model in Advanced Thermodynamics - Lecture 9

Delve into advanced thermodynamics concepts including Gibbs Phase Rule, Van der Waals model, and system partitioning work, with applications to pure substances and phase transitions in engineering systems.

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

Liquid-Vapor Equilibria in Mixtures: Ideal and Excess Chemical Potentials - Lecture 16

Master advanced thermodynamic concepts of liquid-vapor equilibria, from Raoult's law and distillation principles to non-ideal mixtures and Duhem-Margules relations, with practical applications.

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

Fields Institute

Homological Methods in Random Noncommutative Geometry

Explore homological methods in random noncommutative geometry, covering fuzzy spectral triples, Dirac operators, and connections to random matrix theory and BV formalism.

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

Hausdorff Center for Mathematics

Swarming Models with Local Alignment Effects

Explores phase transitions in kinetic equations for swarming models, focusing on noise-driven transitions and their applications in mathematical physics and interacting particle systems.

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

International Centre for Theoretical Sciences

The Beta to Omega Phase Transition - A Unique Example

Explore the unique beta to omega phase transition in metals, examining its mechanism, pre-transition effects, and recent high-resolution electron microscopy findings.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Phase Transitions in Hard-Core Systems - Lecture 1

Explore phase transitions in hard-core systems, from basic concepts to advanced topics like fluid-solid transitions in hard spheres and phase changes in long rods. Includes theoretical foundations and computational approaches.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Entropy in Self-Assembly - Lecture 1

Explore entropy's role in self-assembly, from hard sphere systems to DNA-coated colloids. Learn about phase transitions, depletion forces, and shape-dependent interactions in soft matter physics.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Soft and Biological Matter - Introduction to States and Structures in Living Systems - Lecture 1

Explore the intersection of biology and physics, covering topics from molecular evolution to ecology. Learn about physical constraints, evolutionary outcomes, and mathematical models in living systems.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

The Complicated Relationship Between Droplets and Vortices by Rama Govindarajan

Explore the intricate dynamics between droplets and vortices in turbulent flows, from quantum to cosmic scales. Gain insights into droplet growth, particle behavior, and the interplay of inertia, thermodynamics, and buoyancy in fluid mechanics.

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