Correlation Functions Courses and Certifications

Random Processes

Master correlation functions, spectral analysis, and Monte Carlo simulation techniques for understanding and modeling random processes in engineering systems, with focus on practical applications and data analysis.

• Coursera
• 15 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

IIT Madras;  NPTEL

Applied Time-Series Analysis

1 review

Learn time-series analysis techniques, including stationarity, correlation functions, ARIMA models, and spectral analysis. Gain practical skills using R for data modeling and analysis across various fields.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Fluctuations and Order in Randomly Evolving Environments

Explore non-equilibrium systems where giant fluctuations coexist with long-range order, examining particle behavior, interface properties, and applications in various scientific domains.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

ICTP Mathematics

Conditional Measures for the Zero Set of the Gaussian Analytic Function

Explore conditional distributions of zero sets in Gaussian analytic functions, focusing on fixed configurations outside compact sets. Gain insights into determinantal formulas and Lobachevskian isometries.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Kavli Institute for Theoretical Physics

On Correlation Functions in the SoV Framework - Giuliano Niccoli

Explore correlation functions in the Separation of Variables framework with Giuliano Niccoli. Gain insights into recent advances in integrable models across mathematical physics, condensed-matter physics, and string theory.

• YouTube
• 1 hour
• On-Demand
• Free Video

Kavli Institute for Theoretical Physics

Correlation Functions and Functional Separation of Variables - Paul Ryan

Explore correlation functions and functional separation of variables in integrable models with Paul Ryan. Gain insights into recent advances in mathematical physics, condensed-matter physics, and string theory.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Kavli Institute for Theoretical Physics

Introduction to Lattice and Neutrino Cross Sections - Andre Walker Loud

Explore lattice QCD techniques for calculating neutrino cross sections, addressing challenges and future directions in this interdisciplinary field of particle physics.

• YouTube
• 46 minutes
• On-Demand
• Free Video

APS Physics

Giorgio Parisi and Team Discuss the Configuration of Jammed Packings

Nobel Laureate Giorgio Parisi and team discuss long-range correlations in jammed packings, revealing insights into the structure and behavior of three-dimensional systems of hard spheres at jamming.

• YouTube
• 52 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Baryons, Determinants and Integrability at Large N - Lecture 1

Explore baryonic and determinant operators in large N gauge theories, their relation to D-branes, and new approaches for computing correlation functions using emergent semi-classical descriptions and integrability.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Surface Critical Dynamics and Casimir Forces in a Binary Fluid by Sutapa Roy

Explore critical dynamics and Casimir forces in binary fluids through molecular dynamics simulations, focusing on surface properties, scaling behavior, and correlation functions in confined fluid systems.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Modular Theory and Quantum Field Theory - Lecture 1

Explore modular theory in quantum field theory, covering observables, operators, and superselection sectors. Gain insights into correlation functions and state sewing in QFT.

• YouTube
• 1 hour 41 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Cosmology - Back to the Future - Lecture 1

Explore fundamental concepts in cosmology, including quantum mechanics, wave functions, and correlation functions. Delve into inflation theory and particle physics applications in understanding the universe's origins.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Random Matrix Theory and its Applications - Lecture 4

Explore advanced concepts in Random Matrix Theory, including rotational invariance, correlation functions, spacing distributions, and applications to complex systems stability.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Quantum Dynamics from Classical Trajectories - IPAM at UCLA

Explore semiclassical approximations in quantum mechanics, focusing on a novel approach for complex chemical systems and addressing challenges in path space sampling and prefactor evaluation.

• YouTube
• 49 minutes
• On-Demand
• Free Video

Galileo Galilei Institute

Two-Dimensional Conformal Field Theory - Lecture 2

Explore advanced concepts in two-dimensional conformal field theory, including operator product expansions, Ward identities, and Virasoro algebra, with Professor Gaberdiel.

• YouTube
• 1 hour 45 minutes
• On-Demand
• Free Video