# Funded research/industry projects

Funded research projects and industry projects, mirroring the Projects section of the CV.

- Type: Section
- URL: https://www.gyunam.com/funding/

Funded research projects and industry projects I lead or contribute to, mirroring the Projects section of my [CV](/files/cv.pdf).

## Research projects

- [euroFMX: Foundational Models for Trustworthy Industrial Generative AI in Europe](https://www.gyunam.com/funding/eurofmx/index.md): European Commission, 2026 – 2029, EUR 45 M. EU project building trustworthy foundation models for industrial generative AI; the TU/e contribution covers graph-based data modelling, neuro-symbolic AI and active inference for AI agents in manufacturing.
- [JAIF: JUPITER AI Factory](https://www.gyunam.com/funding/jaif/index.md): EuroHPC Joint Undertaking, German Federal Ministry of Education and Research (BMBF), and the science ministries of North Rhine-Westphalia and Hesse, 2025 – 2028, EUR 55 M. EuroHPC AI Factory around JUPITER, Europe's first exascale supercomputer; Fraunhofer FIT task supporting start-ups, SMEs, industry and academia in using JUPITER for AI.
- [AI-BioDynamics: AI for Scalable Biodiversity Monitoring](https://www.gyunam.com/funding/ai-biodynamics/index.md): German Federal Ministry of Education and Research (BMBF) and Korean Ministry of Science and ICT (MSIT), bilateral DE-KR programme, 2025 – 2029, EUR 1.3 M. Bilateral German-Korean project building a biodiversity monitoring platform that combines satellite, radar and citizen-science data with knowledge-guided deep learning, transfer learning and process mining.
- [Process Modeling Using LLMs](https://www.gyunam.com/funding/process-modeling-llms/index.md): Fraunhofer ZV, 2024 – 2025, EUR 30 k. Fraunhofer-funded project on generating process models with large language models.
- [AIStudyBuddy](https://www.gyunam.com/funding/aistudybuddy/index.md): German Federal Ministry of Education and Research (BMBF), project agency VDI/VDE-IT, 2023 – 2024, EUR 3.9 M. This project aims to introduce AI-driven resources and assessments to enhance the teaching and learning experiences for students and curriculum planners. The AI-enabled 'study companion' tool offers targeted assistance to students, like setting objectives to secure top grades in a course and …

## Industry projects

- [Auditing Process Improvement](https://www.gyunam.com/funding/ey-auditing/index.md): EY (Ernst & Young), 2026 – present. Industry collaboration with EY on a tool for auditing processes.
- [PMTk: Process Mining Toolkit](https://www.gyunam.com/funding/pmtk/index.md): Process Intelligence Solutions GmbH, 2025 – 2026. Development of a process-mining software toolkit for Process Intelligence Solutions.
- [PM4KNIME: Process Mining Extension for KNIME](https://www.gyunam.com/funding/pm4knime/index.md): KNIME AG, 2024 – present. Design and development of an open process-mining extension for the KNIME analytics platform.
- [Root cause analysis of bottlenecks in FAB](https://www.gyunam.com/funding/samsung-3rd/index.md): Samsung Electronics, 2019 – 2020
- [Development of algorithm for recommending best resource path using AI](https://www.gyunam.com/funding/samsung-2nd/index.md): Samsung Electronics, 2018
- [Development of best reference resource mining algorithm](https://www.gyunam.com/funding/samsung-1st/index.md): Samsung Electronics, 2017. The importance of efficiently operating and managing manufacturing equipment in a process is highlighted in this research. By utilizing process mining techniques, analysis of equipment status and operation status becomes possible. The research aims to develop an equipment mining algorithm for …