Density Functional Theory Courses and Certifications

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Density Functional Theory: Introduction and Applications

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Explore Density Functional Theory fundamentals and applications using Quantum Espresso on nanoHUB. Learn to compute electronic structures, densities of state, total energies, and bulk modulus for materials.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Basis-Set Correction Based on Density-Functional Theory - IPAM at UCLA

Rigorous framework for basis-set correction in quantum mechanics using density-functional theory, explored through a one-dimensional model with delta-potential interactions for systematic analysis.

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

Institute for Pure & Applied Mathematics (IPAM)

Beyond Density Functional Approximations by Lessons From Density Functional Theory

Exploring alternatives to density functional approximations in quantum mechanics, focusing on extrapolating model families and generalizing Kato's cusp condition for improved accuracy in electronic systems.

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

Materials Cloud

Exchange-Correlation Functionals of Density Functional Theory - QE School 2023 Lecture 1.3

Explore advanced exchange-correlation functionals in DFT, focusing on Hubbard and Koopmans functionals from linear response for enhanced quantum calculations.

• YouTube
• 1 hour 10 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Density Functional Theory - IPAM at UCLA

Comprehensive exploration of density functional theory, covering advanced concepts and applications in materials science, presented by Prof. Vikram Gavini at IPAM's exascale mathematics workshop.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Density Functional Theory - IPAM at UCLA

Comprehensive introduction to density functional theory, exploring its principles and applications in materials science and computational physics.

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

Institute for Pure & Applied Mathematics (IPAM)

Fast Algorithm for the Strong-Interaction Limit of Density Functional Theory

Explore a novel algorithm for computing the strong-interaction limit in density functional theory, enhancing accuracy in modeling strongly correlated systems and overcoming computational challenges.

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

Institute for Pure & Applied Mathematics (IPAM)

Conditional Probability Density Functional Theory - IPAM at UCLA

Explore conditional probability density functional theory for electronic structure calculations, addressing challenges in DFT and offering insights into ground-state correlations and warm dense matter simulations.

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

Institute for Pure & Applied Mathematics (IPAM)

Stochastic Density Functional Theory - IPAM at UCLA

Explore stochastic density functional theory for efficient ground-state calculations in extended materials, including noise reduction techniques and applications in warm dense matter at elevated temperatures.

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

Institute for Pure & Applied Mathematics (IPAM)

Recent Results in Density Functional Theory - IPAM at UCLA

Explore recent advancements in Density Functional Theory, including the Lieb-Oxford bound and Local Density Approximation, presented by Mathieu Lewin at IPAM's workshop on Model Reduction in Quantum Mechanics.

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

Materials Cloud

Time-Dependent Density Functional Theory (TDDFT) - Classics in Molecular and Materials Modelling

Explore time-dependent density functional theory with experts Eberhard Gross and Angel Rubio in this CECAM-MARVEL Classics lecture on molecular and materials modelling.

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

Materials Cloud

Koopmans Compliance: Towards a Functional Theory of the Spectral Density - Lecture 4.2

Explore Koopmans compliance and its role in developing a functional theory of spectral density, advancing understanding of Hubbard and Koopmans functionals in quantum systems.

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

QChemSoftware

Density Functional Theory Overview - 2023 Virtual Winter School in Computational Chemistry

Explore density functional theory methods with Prof. Martin Head-Gordon, covering key concepts, functional design, and performance analysis in computational chemistry.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Spin-Orbit Related Phenomena in Magnets from Density Functional Theory

Explore spin-orbit physics in magnets using density functional theory. Understand electronic structure changes, magnetic interactions, and their impact on condensed matter phenomena.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video