Lectures related to Ionisation and Discharges

Kinetic Theory: Distribution Function Evolution

Explores the evolution of the distribution function describing particles in phase space.

Understanding Statistics & Experimental Design

Provides an overview of basic probability theory, ANOVA, t-tests, central limit theorem, metrics, confidence intervals, and non-parametric tests.

Turbulence Theory: Spatial Energy Spectrum

Delves into the spatial energy spectrum in turbulence theory, crucial for analyzing energy distribution between spatial scales and its connection to measurable quantities.

Monte Carlo Methods in Thermal Radiation: Applications and Solutions

Discusses the application of Monte Carlo methods to thermal radiation and energy transfer in participating media.

Scaling & Renormalization in Statistical Mechanics

Explores scaling and renormalization in statistical mechanics, emphasizing critical points and invariant properties.

Statistical Physics: Systems Isolation

Explores statistical physics concepts in isolated systems, focusing on entropy and disorder.

Thresholds and Weirs in Rivers

Explores the design and operation principles of thresholds and weirs in rivers, emphasizing their relevance and impact on river protection and management.

Radiation Detection: From Signal to Observables

Explores gaseous, scintillator, and semiconductor detectors, counting statistics, and statistical tests for radiation detection.

Binary Hypothesis Testing

By Emre Telatar explores binary hypothesis testing and decision rule design.

River Thresholds and Dams: Design and Operation

Covers the design and operation of river thresholds and dams.

Hypothesis Testing and Confidence Intervals: An Overview

Covers hypothesis testing, confidence intervals, and their applications in statistics.

Statistics: Hypothesis Testing & Confidence Intervals

Covers hypothesis testing, confidence intervals, data distributions, and statistical significance in data analysis.

Statistical Significance: Maximum Likelihood Estimation and Confidence Intervals

Explores type I and type II errors, critical values, and confidence intervals in statistical significance.

Plasma State: Properties and Effects

Covers the definition and properties of plasma, including ionization and collective effects.

Plasma Physics: Sheaths and Etching MOOC: Plasma Physics: Applications

Explores plasma formation, sheath creation, and plasma etching applications for integrated circuit manufacturing.

Turbulence in Astrophysics: Reynolds Decomposition

Covers the modeling of fluid instabilities with linear perturbation theory and explores the origin of unpredictability in turbulence through the Navier-Stokes equations.

Sputtering: Plasma Formation and Thin Film Deposition MOOC: Micro and Nanofabrication (MEMS)

Covers sputtering, plasma creation, and thin film deposition processes.

Residue Theorem: Applications in Complex Analysis Log in to Mediaspace to watch this video

Discusses the residue theorem and its applications in calculating complex integrals.

Likelihood Ratio Tests: Optimality and Extensions Log in to Mediaspace to watch this video

Covers Likelihood Ratio Tests, their optimality, and extensions in hypothesis testing, including Wilks' Theorem and the relationship with Confidence Intervals.