Create Physics Based Datasets with PyAnsys - Lesson 2 скачать в хорошем качестве

Create Physics Based Datasets with PyAnsys - 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 ML/AI algorithms. The course focuses on an example of a Pressure-based Touch Screen, known for precise control and user-friendly interaction, exploring capacitive and resistive pressure sensing, and discussing strain gauges and how they measure deformation. Understand with the referred example how strain gauges when coupled with ML algorithms enhance touch accuracy and sensitivity extremely beneficial for industrial applications. // INTERESTED IN MORE? Visit Ansys Innovation Courses for free courses that include videos, handouts, simulation examples with starting files, homework problems, and quizzes. Visit today → https://bit.ly/3Eo8esU // DOWNLOAD FREE ANSYS SOFTWARE Ansys offers free student product downloads for homework, capstone projects, student competitions, online learning, and more! Download today → https://bit.ly/32eEcuR // QUESTIONS ABOUT THIS VIDEO OR USING ANSYS? Get help from Ansys experts and peers through the Ansys Learning Forum. Search for answers to common questions, browse discussion categories, or ask your own question. Visit today → https://bit.ly/3qsytK2 // STAY IN THE LOOP Follow our Ansys Academic LinkedIn showcase page for updates on learning resources, events, job opportunities, cutting-edge simulation content, and more! Follow today → https://bit.ly/3Bbaaow Chapters - 00:00 Introduction 00:40 Intro to Touch Screens 01:40 Types of Touch Screen Panels 02:40 Strain Gauges & Deformation 03:15 Mechanical Strain 03:46 Touch Screen Model in PyMAPDL