AI & Data mining
In-situ monitoring, predictive modeling, and process control through data and artificial intelligence.
AI & Data mining
Transfer and Federated Learning
AM data is scarce, costly and often siloed across companies. Transfer learning reuses models across products and processes; federated learning…
AI & Data mining
From Big Data Mining to Process Intelligence
We develop advanced big data mining and machine learning methods to transform large, complex and multimodal manufacturing data streams into…
AI & Data mining
Generative AI for Autonomous Manufacturing
We explore new generative AI paradigms to expand manufacturing knowledge beyond experimental observations, combining real and synthetic data to understand…