Computational Materials Science Courses and Certifications

International Centre for Theoretical Sciences

Making Materials on the Computer

Explore computational methods for materials design with Shobhana Narasimhan. Learn techniques to simulate and predict material properties, advancing research in physics and materials science.

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

nanohubtechtalks

Introduction to Finite Element Analysis of Material Microstructure Properties in nanoHUB

Explore finite element analysis for material microstructures using OOF2. Learn FEA fundamentals, simulate stress distributions, and discover its applications in materials engineering and education.

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

nanohubtechtalks

Density Functional Theory: Introduction and Applications

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

ICTP-SAIFR

Computationally Guided Control of Carriers in Semiconductors - Density Functional Theory and Phase-Boundary Mapping for Thermoelectrics

Explore computational methods for controlling carriers in semiconductors, focusing on density functional theory and phase-boundary mapping for thermoelectric defect engineering.

• YouTube
• 31 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

MICDE University of Michigan

Foundation Models for Materials Discovery

Explore foundation models for materials discovery, focusing on their applications and potential in advancing scientific research and innovation.

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

MICDE University of Michigan

Scaling up Materials Foundation Models - Lecture 4

Explore scaling materials foundation models for molecules and crystals, neural scaling laws, and generative materials modeling advancements.

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

MICDE University of Michigan

AI Foundation Models for Materials Science

Explore AI foundation models' applications in materials science, focusing on advancements and potential breakthroughs in the field.

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

MICDE University of Michigan

Overview of Los Alamos National Laboratory and the Theoretical Division

Explore Los Alamos National Laboratory's history, mission, and Theoretical Division's role in advancing national security through multidisciplinary research and cutting-edge computational tools.

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

AI Institute at UofSC - #AIISC

Generative AI for Creative Design of Novel Materials

Explore generative AI techniques for innovative material design, focusing on creative approaches to develop novel materials with desired properties and functionalities.

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

Materials Cloud

Koopmans Spectral Functionals: Implementation in Periodic Boundary Conditions - QE School 2023

Explore Koopmans spectral functionals implementation in periodic boundary conditions for advanced Quantum ESPRESSO applications.

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

Materials Cloud

Ab Initio Many-Body Perturbation Theory - QE School 2023 Lecture 4.5

Explore advanced quantum mechanics with a focus on Hubbard and Koopmans functionals, delving into linear response theory and many-body perturbation techniques.

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

Materials Cloud

Koopmans Functionals: Basic Concepts - QE School 2023 - Lecture 4.1

Explore Koopmans functionals in quantum mechanics, covering fundamental principles and applications in advanced Quantum ESPRESSO calculations.

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

QMCPACK

Recent Past and Near Future of QMC in Real Materials

Explore recent developments and future prospects of Quantum Monte Carlo calculations in real materials with Fernando Reboredo.

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

Materials Cloud

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
• On-Demand
• Free Video