Materials Cloud Courses

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

Advancing the State of the Art in Semiconductor Technology Through Predictive Atomistic Calculations - Lecture 35

Explore semiconductor technology advancements through predictive atomistic calculations, uncovering fundamental limitations and discovering new materials for improved electronic and energy applications.

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

Chirality and Topology in Materials Science - Lecture 34

Explore chirality and topology in materials science with Prof. Claudia Felser's lecture on cutting-edge research and applications.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Julia for Materials Modelling

Explore Julia's potential in materials modeling, covering its advantages, ecosystem, and applications in atomistic simulations and density functional theory.

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

Emergent Properties in Flatland - Lecture 33

Explore emergent properties in two-dimensional materials, focusing on novel phenomena and applications in flatland structures.

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

Fascination and Industrial Value of Materials Modeling

Explore materials modeling's role in sustainable energy solutions. Discover how simulations across scales support technological advancements in alloys, batteries, and CO2 capture.

• YouTube
• 2 hours 14 minutes
• Self-Paced
• Free Video

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
• Self-Paced
• Free Video

Materials Discovery in Challenging Spaces with Machine Learning - Lecture 32

Explore materials discovery using machine learning, focusing on transition metal complexes and metal-organic frameworks with Prof. Heather Kulik from MIT.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Iron Oxides and Silicates at Extreme Conditions - Advanced Quantum ESPRESSO Tutorial 2022

Explore iron oxides and silicates under extreme conditions, focusing on spin transitions and their impact on Earth's lower mantle seismology and dynamics.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

QE Tutorial 2022 - Design of Auxiliary Systems and Connectors for Spectroscopy

Explore advanced quantum mechanics concepts, focusing on Hubbard and Koopmans functionals in linear response, with emphasis on auxiliary systems and spectroscopy design.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Spectral Properties of Finite and Extended Systems Using the KCW Code - QE Tutorial 2022

Explore spectral properties of finite and extended systems using KCW code in Quantum ESPRESSO, focusing on Hubbard and Koopmans functionals.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

KCW: Implementation of Koopmans Functionals Based on DFPT - Advanced Quantum ESPRESSO Tutorial 2022

Explore Koopmans functionals implementation in Quantum ESPRESSO using density functional perturbation theory, enhancing electronic structure calculations.

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

QE Tutorial 2022 - Spectral Properties of Finite and Extended Systems

Explore spectral properties of finite and extended systems through hands-on exercises using Quantum ESPRESSO, focusing on Hubbard and Koopmans functionals.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Accelerating the Calculation of Koopmans Screening Parameters Using Machine Learning

Accelerate Koopmans screening parameter calculations with machine learning techniques in Quantum ESPRESSO, enhancing efficiency in computational materials science.

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

Koopmans Functionals in Practice - QE Tutorial 2022

Explore Koopmans functionals in Quantum ESPRESSO, focusing on practical applications and advanced techniques for electronic structure calculations.

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