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#Dynamical Mean Field Theory

Showing: 13 courses
Institute for Pure & Applied Mathematics (IPAM)

Infinite Limits and Scaling Laws of Neural Networks

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Explore infinite parameter limits of deep neural networks, scaling laws, and their impact on performance. Gain insights into representation learning and computational resource optimization for neural network training.
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1 Lesons
1 hour
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Matrix Product States for Real Materials

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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.
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1 Lesons
30 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

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

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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.
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18 Lesons
1 hour 18 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Spontaneous Disorder Near the Mott Transition on Frustrated Lattices

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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.
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32 Lesons
48 minutes
On-Demand
Free-Video
Kavli Institute for Theoretical Physics

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

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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.
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1 Lesons
31 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Twisted Transition Metal Dicalcogenides - Tests of Quantum Embedding and Theories

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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.
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1 Lesons
42 minutes
On-Demand
Free-Video
IPhT-TV

Computational Quantum Many-Body Physics: A Few Highlights

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Explore computational approaches in quantum many-body physics, focusing on key highlights and advancements in the field.
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1 Lesons
36 minutes
On-Demand
Free-Video
Materials Cloud

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

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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.
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18 Lesons
2 hours 52 minutes
On-Demand
Free-Video
Simons Institute

Insights on Gradient-Based Algorithms in High-Dimensional Learning

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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.
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29 Lesons
1 hour
On-Demand
Free-Video
Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Hidden Covalent Insulator and Spin Excitations in SrRu2O6

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Explore theoretical study of SrRu2O6, combining DFT and DMFT to investigate its antiferromagnetic properties, spin excitations, and the nature of its paramagnetic state.
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1 Lesons
20 minutes
On-Demand
Free-Video
MuST Program for Disordered Materials

An Efficient and Accurate Approach to Strongly Correlated Materials

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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.
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1 Lesons
53 minutes
On-Demand
Free-Video
PCS Institute for Basic Science

Ab Initio DMFT Methodologies for Correlated Quantum Materials

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Explore ab initio DMFT methodologies for understanding correlated quantum materials, their novel physics, and potential applications in quantum information science.
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17 Lesons
1 hour 16 minutes
On-Demand
Free-Video
PCS Institute for Basic Science

DMFT+NRG: From Models to Real Materials, From Local to Nonlocal Correlations

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Explore advanced numerical methods for studying strongly correlated systems using DMFT+NRG, covering recent breakthroughs in first-principles calculations and nonlocal electronic correlations.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video