AI in MatWerk
AI-assisted microscopy: Seeing more than light allows
Introduction to Generative AI for Microscopy When discussing generative AI today, most initially think of large language models like ChatGPT capable of producing human-like text. While traditional AI models are designed to recognize patterns and make predictions,...
How Much Training Data is Needed for AI-Based Microstructure Analysis?
A Deep Dive into Machine Learning for Material Science. When we introduced the main applications of artificial intelligence (AI) in material science, we emphasized the importance of high-quality and sufficient data. In this article, we’ll explore how much training...
More than metal: how artificial intelligence is redefining materials research
Part 2: new horizons and data-driven innovations In the first part of our blog series “AI in MatWerk”, we presented the basics and three central fields of application of artificial intelligence in materials science (AI in Materials Science). Now we take a look at...
More than metal: How artificial intelligence is redefining materials research
Part 1: Fields of application and potential The rapid development of computing power has made computers an indispensable part of modern society. Today, computers process huge amounts of data that help us to better understand complex information and gain new insights....