Strongly Correlated Systems Courses and Certifications

NPTEL;  IIT Kharagpur

Electronic Theory of Solids

Comprehensive exploration of solid-state physics, covering electron behavior, quantum mechanics, band theory, magnetism, and superconductivity, with applications in modern technology.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

APS Physics

Magic-Angle Graphene Superlattices - A New Platform for Strongly Correlated Physics

Discover surprising properties of misaligned graphene sheets, from Mott insulator to superconductor. Explore this new platform for strongly correlated physics and its similarities to cuprate superconductivity.

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

Materials Cloud

Advanced Quantum ESPRESSO School - Hubbard and Koopmans Functionals from Linear Response 2023

Master advanced quantum mechanics simulations with Hubbard and Koopmans functionals, DFT+U methods, phonon calculations, and electron-phonon coupling using Quantum ESPRESSO.

• YouTube
• 17 hours 39 minutes
• Self-Paced
• Free Video

Materials Cloud

Advanced Quantum ESPRESSO Tutorial - Hubbard and Koopmans Functionals from Linear Response

Master advanced Quantum ESPRESSO techniques for materials science, focusing on Hubbard and Koopmans functionals, DFT+U methods, and spectral properties calculations.

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

International Centre for Theoretical Sciences

Fractionalized Metallic Phases in the Single Band Hubbard Model - Quantum Phases of Matter XXII

Explore fractionalized metallic phases in the single band Hubbard model, covering pseudogap regimes, photoemission experiments, and strange metal behavior. Gain insights into quantum phases of matter from expert Subir Sachdev.

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

International Centre for Theoretical Sciences

Quantum Phases of Matter - Non-perturbative Luttinger Relations

Explore non-perturbative Luttinger relations in quantum matter, focusing on Anderson and Kondo lattice models, with insights from Subir Sachdev on advanced theoretical concepts.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

A Mathematical Introduction to Quantum Embedding Theory - IPAM at UCLA

Explore quantum embedding methods for strongly-correlated materials, focusing on computational challenges at the single-particle level and recent optimization approaches.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Materials Cloud

Introduction to Density-Functional Theory - QE School 2023 Lecture 1.2

Explore density-functional theory fundamentals, focusing on Hubbard and Koopmans functionals from linear response in advanced quantum calculations.

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

Materials Cloud

Phonons and Electron-Phonon Coupling Using DFPT+U - Advanced Quantum ESPRESSO Tutorial

Explore phonons and electron-phonon coupling using DFPT+U in Quantum ESPRESSO, focusing on advanced techniques for Hubbard and Koopmans functionals.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Materials Cloud

DFT+U and DFT+U+V: How Does It Work? - Hands-on Tutorial

Explore DFT+U and DFT+U+V methodologies in Quantum ESPRESSO through hands-on exercises, enhancing understanding of Hubbard-corrected density functional theory.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Materials Cloud

First-Principles Calculation of Hubbard Parameters Using Linear-Response Theory - Tutorial 2022

Learn advanced techniques for calculating Hubbard parameters using linear-response theory in DFT+U(+V) approach. Explore applications in materials science, including battery voltages and vacancy formation energies.

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

Materials Cloud

Maximally Localized Wannier Functions Using Wannier90 - Hands-on Tutorial

Explore maximally localized Wannier functions with Wannier90 in this hands-on tutorial, part of the Advanced Quantum ESPRESSO series on Hubbard and Koopmans functionals.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

Materials Cloud

DFT+U and DFT+U+V: Basic Concepts and Applications - Advanced Quantum ESPRESSO Tutorial 2022

Explore DFT+U and DFT+U+V concepts, applications in materials science, and their impact on electronic localization and energetics in various systems.

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

Materials Cloud

Maximally Localized Wannier Functions - QE Tutorial 2022

Explore maximally localized Wannier functions in quantum systems with Giovanni Pizzi's advanced tutorial on linear response methods.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video