Dynamical Mean Field Theory Courses and Certifications

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

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

Materials Cloud

CECAM-MARVEL Classics: Molecular and Materials Modelling with Antoine Georges and Gabriel Kotliar

Explore pioneering methods in computational physics and chemistry with Antoine Georges and Gabriel Kotliar. Learn about quantum excitations, locality, and efficient impurity solvers in this in-depth presentation.

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

Harvard CMSA

Dynamical Mean-Field Analysis of Adaptive Langevin Diffusions

Explore dynamical mean-field theory applied to adaptive Langevin diffusions in high-dimensional Bayesian linear regression with evolving priors and posterior sampling convergence.

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

Simons Foundation

Electronic Structure Methods for Battery Materials: From Mott Insulators to Correlated Metals

Explore electronic mechanisms in layered transition metal sulphides for battery applications, focusing on Hund's exchange coupling's role in electrochemistry and the transition from high-spin Mott insulators to low-spin metals.

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

Simons Foundation

Nonequilibrium Simulations of Interacting Lattice Models in Mott Systems

Explore nonequilibrium simulations of Mott insulators, examining photo-doped charge carriers' evolution and metastable states in interacting lattice models, with insights into correlation effects.

• YouTube
• 49 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

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

Simons Institute

Insights on Gradient-Based Algorithms in High-Dimensional Learning

Explore gradient-based algorithms in high-dimensional learning, covering statistical physics solutions for performance analysis in nonconvex settings like spiked mixed matrix-tensor model, perceptron, and phase retrieval.

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

Institute for Pure & Applied Mathematics (IPAM)

Twisted Transition Metal Dicalcogenides - Tests of Quantum Embedding and Theories

Explore quantum embedding theories and their application to twisted transition metal dicalcogenides, focusing on the Hubbard model and its relevance to experimental observations in materials science.

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

Institute for Pure & Applied Mathematics (IPAM)

Matrix Product States for Real Materials

Explore recent advances in combining MPS algorithms with DMFT and DFT to study strongly correlated materials, focusing on applications to transition metal and rare earth oxides.

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

Institute for Pure & Applied Mathematics (IPAM)

Many-Body Perturbation Theory and Green's Function Methods - IPAM at UCLA

Explore Green's functions and many-body perturbation theory in quantum physics, covering Feynman diagrams, self-energy, and applications like GW method and DMFT. Gain insights into mathematical structures and open problems.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Spontaneous Disorder Near the Mott Transition on Frustrated Lattices

Explore spontaneous disorder in frustrated lattices near Mott transitions. Examine pyrochlore models, effective theories, and experimental realizations in molybdates. Analyze phase diagrams, magnetization, and transport properties.

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

MuST Program for Disordered Materials

An Efficient and Accurate Approach to Strongly Correlated Materials

Explore an enhanced method for simulating strongly correlated materials using ghost-rotationally-invariant slave-boson (g-RISB) approach, improving accuracy in describing material properties with realistic parameters.

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

PCS Institute for Basic Science

Ab Initio DMFT Methodologies for Correlated Quantum Materials

Explore ab initio DMFT methodologies for understanding correlated quantum materials, their novel physics, and potential applications in quantum information science.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video