YoVDO

Machine Learning in Condensed Matter and Materials Physics

Offered By: Alan Turing Institute via YouTube

Tags

Machine Learning Courses Electronic Structure Courses Condensed Matter Physics Courses Computational Physics Courses Density Functional Theory Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the application of machine learning methods in simulating matter's building blocks, from electronic to molecular-level structures, in this 56-minute video from the Alan Turing Institute. Discover how these tools have enhanced computational methods like density functional theory and molecular dynamics simulation, and learn about their potential to generate new physical insights that could lead to the engineering of exotic materials.

Syllabus

Nature Reviews Physics: Machine learning in condensed matter and materials physics


Taught by

Alan Turing Institute

Related Courses

Topology in Condensed Matter: Tying Quantum Knots
Delft University of Technology via edX
Atomic and Optical Physics I– Part 3: Atom-Light Interactions 1 -- Matrix elements and quantized field
Massachusetts Institute of Technology via edX
Atomic and Optical Physics I – Part 5: Coherence
Massachusetts Institute of Technology via edX
Atomic and Optical Physics: Quantum States and Dynamics of Photons
Massachusetts Institute of Technology via edX
Atomic and Optical Physics: Atom-photon interactions
Massachusetts Institute of Technology via edX