Invariance Representations: Atomistic Machine Learning

Related lectures (32)

Page 3 of 4

Explores sphere properties, projections, and symmetry, including apparent contours and missing projections of points.

Covers the concept of discrete symmetries, focusing on the introduction to asymptotic states and S-matrix.

Covers velocity, acceleration, dynamics, moments of inertia, and kinetic energy storage systems.

Explores the dynamical consequences of symmetry, emphasizing conservation laws and the role of Noether currents.

Delves into modern geometry, covering transformations, isometries, and symmetries.

Explores isometries in Euclidean spaces, including translations, rotations, and linear symmetries, with a focus on matrices.

Explores the modern definition and practical applications of symmetry in geometry.

Explores the symmetries of Navier-Stokes equations in periodic boxes, including translations, transformations, rotations, and scaling.

Explores center of mass calculation in mechanics, emphasizing system symmetry and spherical coordinates for simplifying calculations.

Explains angular momentum for rotating solids and discusses symmetry in mass distribution.