FlowField: Mathematical Representation and Data Management

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Related lectures (30)

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Elements of Lie Groups and Algebras

Explores the transformation of vectors and tensors in quantum physics, emphasizing Lie groups and algebras.

Fourier Transform: Analysis Tools

Explores Fourier transform analysis tools and the importance of computational intelligence in function transformation.

Machine learning: Physics and Data

Delves into the intersection of physics and data in machine learning models, covering topics like atomic cluster expansion force fields and unsupervised learning.

Representation of Lorentz Fields

Explains the representation of Lorentz fields and the concept of gravitons and gravitinos.

Spherical Tensors and Wigner-Eckart Theorem

Covers the transformation of vectors and tensors in quantum physics.

Linear Transformations and Change of Bases

Covers linear transformations, change of bases, and diagonalization of matrices.

Group Theory in Physics

Covers the fundamentals of group theory in physics, focusing on symmetries and transformations leaving physical equations unchanged.

Complex Plane and Polynomials

Covers the complex plane, operations, transformations, and complex polynomials.

Vector Representation of Signals

Explores the vector representation of signals, orthogonal functions, and Fourier series.

General Fields: Lorentz Representations

Covers the representation of Lorentz transformations through general fields and the consequences of symmetry.