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Related lectures (31)

Understanding Chaos in Quantum Field Theories

Explores chaos in quantum field theories, focusing on conformal symmetry, OPE coefficients, and random matrix universality.

Linear Regression: Statistical Inference Perspective

Explores linear regression from a statistical inference perspective, covering probabilistic models, ground truth, labels, and maximum likelihood estimators.

General Physics: Mechanics

Explores mechanics concepts, including moments of inertia for common solids and their practical applications.

Information Extraction & Knowledge Inference

Explores information extraction, knowledge inference, taxonomy induction, and entity disambiguation.

Advanced Physics I: Trajectory and Velocity

Explores trajectory, velocity, and acceleration in advanced physics, emphasizing rectilinear motion and the importance of instantaneous velocity.

Homotopy Categories: Model Structures

Explores homotopy categories in model structures, emphasizing weak equivalences and the Whitehead Lemma.

Relations in Computer Science

Explores the properties of relations in computer science, including equivalence relations and the partition of a set.

Mathematical Analysis: Functions and Composition

Covers the analysis of functions, composition, and mathematical induction.

Frames of Reference: Physics 1

Covers frames of reference in physics, emphasizing the importance of choosing a reference frame and the laws of physics in different frames.

Specific Heat at Constant Pressure

Explores specific heat at constant pressure, enthalpy, ideal gases, adiabatic exponent, and solid-specific heat.

Matrix Factorization: Information Extraction

Explores matrix factorization for information extraction, Bayesian ranking, and relation embeddings.

Friction Forces

Explores friction forces, Newton's laws applications, and momentum calculation on various surfaces.

Magnetohydrodynamics: Modeling and Equations

Covers magnetohydrodynamics, focusing on modeling challenges and MHD equations in plasma physics.

Characteristic Polynomials and Similar Matrices

Explores characteristic polynomials, similarity of matrices, and eigenvalues in linear transformations.

Plasma Instabilities: Microinstabilities in Magnetized Plasmas

Explores kinetic effects in electrostatic instabilities in magnetized plasmas, focusing on wave-particle resonances and finite Larmor radius effects.

Orthogonal Projections and Reflections

Covers the analytical expression of orthogonal projections and reflections in 2D space.

Group Theory: Part 2

Delves into advanced group theory concepts such as isomorphisms and homomorphisms.

Mechanics of Kirchhoff Rods I

Explores the mechanics of slender structures, introducing concepts like finite strain and finite rotation theory.

Diffusion Coefficient: Einstein's Relation

Explores the diffusion coefficient and its relation to mean square displacement.

Wave Speed & Arterial Compliance

Explores wave speed, arterial compliance, and wave reflections in arteries, including characteristic impedance and pulse wave velocity.