Invariance Representations: Atomistic Machine Learning

Related lectures (33)

Covers gyroscopic effects and angular momentum in rotation dynamics.

Covers symmetry operations in materials science, including rotations and helical axes.

Explores the classification and practical applications of symmetries in 3D space, emphasizing user-driven determination of object symmetries.

Explores affinity in geometry, segment construction, ellipses, and circle projections.

Explores projections on lines and symmetries in 2D space, emphasizing fixed points and symmetric matrices.

Covers the storage of flow field data, differential operators, equivariance vs invariance, and symmetries in ChannelFlow.

Explains the inertia tensor, main axes, principal moments, and balancing of rotating solids.

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

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

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

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

Covers the geometric properties of the dot product and its algebraic aspects.

Explores PDEs through reflow of polymer film and light propagation in optical fibers.

Page 2 of 2