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Neural Network Overview
1

Neural Network Overview

Steve Brunton
7 min
Beginner
Video
Theory

This lecture gives an overview of neural networks, which play an important role in machine learning today.

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Dynamic Mode Decomposition (Overview)
1

Dynamic Mode Decomposition (Overview)

Steve Brunton
18 min
Intermediate
Video
Theory

In this video, we introduce the dynamic mode decomposition (DMD), a recent technique to extract spatio-temporal coherent structures directly from high-dimensional data. DMD has been widely...

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Min IAE Tuning
1

Min IAE Tuning

Jacques Smuts
15 min
Intermediate
Article / Blog
Application

Procedure and Commentary on tuning for minimum Integral of the Absolute Error

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Why is a Chirp Signal used in Radar?
1

Why is a Chirp Signal used in Radar?

Iain Explains Signals, Systems, and Digital Comms
7 min
Beginner
Video
Theory

Gives an intuitive explanation of why the Chirp signal is a good compromise between an impulse waveform and a sinusoidal pulse waveform for radar.

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Controlling Robotic Swarms
1

Controlling Robotic Swarms

Brian Douglas
13 min
Beginner
Video
Theory

Come with me to the Robotics, Aerospace, and Information Networks lab at the University of Washington to learn the basics of swarm robotics. Find out how simple distributed algorithms can...

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Full Stack Deep Learning
1

Full Stack Deep Learning

Sergey Karayev, Josh Tobin, Pieter Abbeel
Intermediate
Course
Theory

There are many great courses to learn how to train deep neural networks. However, training the model is just one part of shipping a deep learning project. This course teaches full-stack...

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Projectile Motion Equations and Theory
1

Projectile Motion Equations and Theory

The Organic Chemistry Tutor
28 min
Beginner
Video
Application

In this video, an important topic under 2D Kinematics i.e. Projectile Motion, is covered. Its theory, equations, and examples are thoroughly discussed.

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Virtual Lab for a Two-tanks system
1

Virtual Lab for a Two-tanks system

Jose Luis Guzman and Fatima Gonzalez
Beginner
Virtual Lab
Application

This is a virtual lab for a two-tank system that can be used for modelling and control learing/teaching purposes. Open-loop tests and closed-loop simulatons based on PI control or PI plus...

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Averaging Methods in Nonlinear Dynamical Systems
1

Averaging Methods in Nonlinear Dynamical Systems

Jan A. Sanders, Ferdinand Verhulst, James Murdock
Intermediate
Book
Theory

Perturbation theory and in particular normal form theory has shown strong growth during the last decades. So it is not surprising that the authors have presented an extensive revision of the...

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Understanding Valve Flow Characteristics
1

Understanding Valve Flow Characteristics

R. Russell Rhinehart
20 min
Intermediate
Article / Blog
Application

The response of flow rate through a control valve depends on the friction losses in the piping in which it is installed as well as the controller signal.  The installed characteristic (a...

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PID Explained
1

PID Explained

Jacques Smuts
20 min
Beginner
Article / Blog
Theory

A qualitative explanation of P, I, & D actions using graphs.

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