Skip to main content
Skip to navigation
Skip to footer
de
en
Institute for Advanced Simulation (IAS)
Materials Data Science and Informatics (IAS-9)
News and Events
News
Events
People
Research
Deep Learning for Electron Microscopy
Metadata and Information Systems
Micromechanics and Microstructure Modeling
Knowledge Engineering for Materials Science
Scientific Machine Learning and AI
▾
Transforming In Situ TEM with Advanced Deep Learning and Data Analytics
▾
Unlock Semiconductor Insights with AI-Powered Defect Detection
▾
Deep Learning for Fast PDE Surrogates
▾
Foundation Models for Multimodal Scientific Data
▾
From Texture Comparison to Inverse Materials Design
▾
Inverse Design of Materials Across the Process–Structure–Property Linkage
Projects and Collaborations
Publications
Teaching
Introduction to Data Mining and Machine Learning
Materials Data Science and Informatics
Micro- and Nanomechanics for Simulation Science
Application of Neural Networks and Machine Learning in Computational Material Modeling / Simulation
Textbook: Materials Data Science
Career
Contact
/
News and Events
/
Events
Upcoming Events
Loading
Past Events
Loading
Last Modified: 23.04.2026
