Mean-Field Theory Courses and Certifications

Raman Research Institute

Landau Mean Field Theory and Dimensional Analysis - Lecture 2

Delve into advanced concepts of phase transitions through Landau mean field theory and dimensional analysis, exploring fundamental principles of statistical mechanics and critical phenomena.

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

Computational Neuroscience: Neuronal Dynamics of Cognition

1 review

This course explains the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of interacting neurons.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Phases of Matter: Solid, Liquid, Gas and Beyond

11 ratings at Coursera

Explore emergent phenomena in physics, from basic matter states to complex systems. Learn about symmetry, energy, entropy, and analytical tools for understanding phase transitions.

• Coursera
• 13 hours 13 minutes
• On-Demand
• Paid Course

Kavli Institute for Theoretical Physics

Mean String Field Theory and the Lower Critical Dimension - John McGreevy

Explores mean string field theory and lower critical dimension in color confinement, focusing on non-Abelian gauge theories, flux tubes, and large N methods in fundamental physics.

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

Kavli Institute for Theoretical Physics

Dynamical Mean-Field Theory in Non-Equilibrium Many-Body Statistical Physics - Giulio Biroli

Explores dynamical mean-field theory in non-equilibrium many-body systems, focusing on aging, glassy dynamics, and high-dimensional chaos. Discusses universal aspects and novel phases of matter far from equilibrium.

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

Institute for Pure & Applied Mathematics (IPAM)

A General Theory for Discrete-Time Mean-Field Games

Comprehensive theory of discrete-time mean-field games, covering perfect and imperfect information structures, existence of equilibria, and extensions to risk-sensitive scenarios and hierarchies.

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

Society for Industrial and Applied Mathematics

Contract Theory and Mean Field Games to Inform Epidemic Models

Contract theory and mean field games applied to epidemic control: exploring models with one principal and multiple agents to inform regulatory decisions in continuous and discrete state spaces.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Alan Turing Institute

Turnpike Theory for Mean-Field Games - Connecting Stationary and Dynamic Solutions

Explores turnpike theory in mean-field games, connecting stationary and dynamic solutions. Part of a workshop on MFG applications in energy and environmental optimization.

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

Galileo Galilei Institute

Relativistic Mean Field Theory - Lecture 4

Explore relativistic mean field theory in nuclear physics, examining advanced concepts and applications in this comprehensive lecture by Jie Meng.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

Relativistic Mean Field Theory - Lecture 2

Explore relativistic mean field theory in-depth, covering advanced concepts and applications in nuclear physics. Gain insights from expert Jie Meng's comprehensive lecture.

• YouTube
• 1 hour 46 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

Relativistic Mean Field Theory - Lecture 1

Explore relativistic mean field theory in nuclear physics, covering fundamental concepts and applications in this comprehensive lecture by Jie Meng.

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

MuST Program for Disordered Materials

Extended Dynamical Mean-Field Theory Approach to Fluctuating Charge Order in Condensed Matter

Explore Extended Dynamical Mean-Field Theory and its application to fluctuating charge orders in condensed matter, focusing on short-range orders and pseudogap behavior.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Basics of Dynamical Mean Field Theory

Explore dynamical mean field theory fundamentals, a powerful method for studying strongly correlated electron systems in condensed matter physics and materials science.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Towards a Complete Mean-Field Theory for the Ductile and Brittle Yielding of Amorphous Solids

Explore a unified theory for ductile and brittle yielding in amorphous materials, examining dynamics, elasticity-induced interactions, and avalanche behavior in finite systems.

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

Cambridge Materials

Charge Disproportionation: Insights from Dynamical Mean Field Theory

Delve into the fundamentals of charge disproportionation in transition metal compounds, exploring how dynamical mean field theory offers new perspectives on oxidation states and reveals unique states of matter with site or orbital selectivity.

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