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Effective field theory is a fundamental framework to describe physical systems with quantum field theory.

This online lecture gives an introduction to the concept of Parallel Programming.

This is the first of a two-part online lecture that provides the foundations for contemporary research in selected areas of atomic and optical physics.

The 16 lectures in this course cover the topics of adaptive antennas and phased arrays.

This online lecture introduces students to the modeling, quantification, and analysis of uncertainty.

This online lecture series covers the basic principles of Einstein's general theory of relativity, differential geometry, experimental tests of general relativity, black holes,...

This online lecture covers selected aspects of landscape architecture. [Note: Part 1 "Landschaftsarchitektur I" was read in German.]

This online lecture introduces the core theory of modern financial economics and financial management, with a focus on capital markets and investments.

This online lecture aims to help students acquire both the mathematical principles and the intuition necessary to create, analyze, and understand insightful models for a broad...

This online video lecture series gives an introduction to deep learning.

The overall goal of this course is to familiarize the students with the potential, the requirements and the problems of designing dynamic biological elements that are of central...

This video lecture discusses model driven software engineering (theory and tool support).

This online course teaches the toolkit for mastering challenges in computational psychiatry. It covers a variety of mathematical models for studying learning, decision-making or...

This lecture focuses on recent developments in image processing driven by medical applications. All algorithms are motivated by practical problems. The mathematical tools...

This online lecture covers eg.: 1. Direct Methods for linear systems of equations 2. Interpolation 3. Iterative Methods for non-linear systems of equations 4. Krylov methods for...

Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...

This online lecture / workshop discusses how some empirically unconfirmed or inconclusively confirmed theories in physics have nevertheless attained a high degree of trust among...

This online lecture series gives an introduction to the concepts behind special relativity, including length contraction, time dilation, the Lorentz transformation, relativistic...

This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.

The online lecture serves as an introduction to the theory and practice behind many of today's communications systems.