Simulation model using PyMAPDL for AI/ML-based application - Lesson 2

This Ansys Innovation Course helps users delve into PyMAPDL's role in creating synthetic datasets for ML applications. This lesson explores the role of PyMAPDL in extracting structural deformation data for an application relying on AI/ML algorithms. The course focuses on an example of a pressure-based touchscreen, which is known for its precise control and user-friendly interaction. It explores capacitive and resistive pressure sensing and discusses strain gauges and how they measure deformation. Learn how strain gauges when coupled with ML algorithms enhance touch accuracy and sensitivity, which is extremely beneficial for industrial applications.

Lecture

Alternate video link.

Video Highlights

0:00 - Introduction

0:40 - Intro to Touchscreens & NN

1:40 - Types of Touchscreen Panels

2:40 - Strain Gauges & Deformation

3:15 - Mechanical Strain

3:46 - Touchscreen Model in PyMAPDL

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