Research Projects
Running Projects
VanillaFlow
Topic: Improve redox flow batteries to make them more sustainable and efficient. We aim to contribute methods from the field of machine learning and AI to the project.
REWAI
Topic: Improve the resource consumption in a use case in the textile industry. Here methods from causal discovery and explainability are applied to gain a deeper understanding in the production process and reduce waste and energy consumption.
Finished Projects
Europlanet
The Europlanet 2024 Research Infrastructure (EPN-2024-RI) will provide the pan-EU infrastructure needed to address the major scientific and technological challenges facing modern planetary science and strengthen Europe’s position at the forefront of space exploration.
ISSA
“ISSA - Intelligent SaaS for software offerings” - using NLP to extract entities in user stories describing requirements in software documents.
AI4DI
Topic: Based on short snippets of text (extracted from FMEA document), populate and enrich a knowledge base for causal relationships within semiconductor manufacturing.
iDev40
Work package leader (“WP1: Methods and Tools Enabling AI and ML in the ECS Domain”)
Topic: Research and apply AI methods in the context of semiconductor manufacturing
AI4EU
National Contact Point
Topic: Building an European AI platform and community.
SemI40
Work package leader (WP3: Machine Learning and Automated Decision Support)
Topic: Research and apply machine learning methods in the context of semiconductor manufacturing.
EEXCESS
Work package leader (WP3: Personalized Recommendation)
Topic: Take the content to the user for long tail content from the cultural heritage domain.
CODE
Work package leader (WP4: Semantic Enrichment & Integration)
Topic: Foundations for a web-based ecosystem for Linked Open Data.
TEAM
Coordinator (and scientist in charge)
Topics: Enrichment and recommendation algorithms for academic papers.