VSC Industry Road Tour | Intro to Materials AI
Mon, 27 Jun
|Sterre, S9, Multimediazaal, UGent
Gain hands-on experience in Materials AI by completing two practical case studies on the Flemish Supercomputer, presented by ePotentia.
Time & Location
27 Jun 2022, 10:00 – 17:00
Sterre, S9, Multimediazaal, UGent, Krijgslaan 281-S9, 9000 Gent, Belgium
About the Event
About this event
Artificial Intelligence (AI) is becoming omnipresent in materials research as well as industrial production. The reason is its capacity to make optimal use of available data, which is only becoming more plentiful in times of industry 4.0.
The hands-on session introduces you to Materials AI through two practical case studies. In each case study, special attention is given to explainable AI (xAI). xAI aims to return materials insight to models which can otherwise be difficult to interpret.
The case studies focus on the topic of detecting defects on a material surface, in this case steel plates.
In the first case study, you will learn how to solve this problem using tabular data, as typically found in a spreadsheet such as Excel. You will learn how to create classical machine learning models (random forests), optimize them on the HPC and interpret them using explainable AI.
In the second…