Seminar: A Taste of AI in Materials Science
- Date: 5 December 2024, 10:00–11:30
- Location: Ångström Laboratory, Zoom: https://uu-se.zoom.us/j/61866254849
- Type: Seminar
- Lecturer: Leon Bochman, Chalmers E-common
- Organiser: Division of Materials Theory, Department of Physics and Astronomy
- Contact person: Maryna Pankratova
Agenda
10:00 – General Introduction to AI/ML (45 minutes + Q&A)
Leon Bochman will provide a foundational overview of artificial intelligence and machine learning, exploring key concepts such as models, training paradigms, and model evaluation strategies. This session is perfect for those new to AI and curious about its applications.
10:55 – Short Break
11:10 – Paper Discussion (20 minutes)
Dive deeper into the practical applications of machine learning in materials science through an engaging discussion of a recent research paper.
Abstract:
It seems that these days AI is everywhere. But what exactly is AI? Can we use it in Materials Science? And how would we do that? In this talk I will provide a generic introduction into AI and Machine Learning, where we will discuss models, training paradigms, model evaluation strategies, and more. In the second half, I will discuss a recent paper in Materials Science that uses Machine Learning. This talk is aimed at those who have never done anything with AI, but would like to know more. The goal is to take the magic away and show you how it could be another tool in your research toolbox.