Funded research/industry projects | GYUNAM PARK

Auditing Process Improvement

Thu, 01 Jan 2026 00:00:00 +0000

Abstract

Industry collaboration with EY at Eindhoven University of Technology: development of a tool for EY’s auditing processes.

Outputs

One conference paper submitted.

euroFMX: Foundational Models for Trustworthy Industrial Generative AI in Europe

Thu, 01 Jan 2026 00:00:00 +0000

Abstract

euroFMX develops foundation models for trustworthy industrial generative AI in Europe, with 72 partners from 20 countries and 10 industrial pilots. The Eindhoven University of Technology contribution, which I co-lead, covers graph-based data modelling, neuro-symbolic AI and active inference for AI agents in manufacturing.

Objectives

Graph-based data modelling of manufacturing processes, building on object-centric event data.
Neuro-symbolic AI that combines foundation models with symbolic process models.
Active inference for AI agents that act in manufacturing processes.

AI-BioDynamics: AI for Scalable Biodiversity Monitoring

Wed, 01 Jan 2025 00:00:00 +0000

Abstract

AI-BioDynamics builds a monitoring platform for biodiversity at scale. It combines satellite, radar and citizen-science data with knowledge-guided deep learning, transfer learning and process mining. I lead the German consortium at Fraunhofer FIT; the Korean partners are Seoul National University of Science and Technology, Kwangwoon University and Moonsoft, with Geo Engine GmbH on the German side.

JAIF: JUPITER AI Factory

Wed, 01 Jan 2025 00:00:00 +0000

Abstract

The JUPITER AI Factory makes JUPITER, Europe’s first exascale supercomputer, usable for AI. I am responsible for a Fraunhofer FIT task that supports start-ups, SMEs, industry and academia in using JUPITER for AI.

PMTk: Process Mining Toolkit

Wed, 01 Jan 2025 00:00:00 +0000

Abstract

Industry contract with Process Intelligence Solutions GmbH for the development of a process-mining software toolkit, carried out at Fraunhofer FIT.

PM4KNIME: Process Mining Extension for KNIME

Mon, 01 Jan 2024 00:00:00 +0000

Abstract

Industry contract with KNIME AG for the design and development of an open process-mining extension for the KNIME analytics platform, carried out at Fraunhofer FIT.

Process Modeling Using LLMs

Mon, 01 Jan 2024 00:00:00 +0000

Abstract

Internal Fraunhofer project on process modeling with large language models, carried out at Fraunhofer FIT.

AIStudyBuddy

Sun, 01 Jan 2023 00:00:00 +0000

Abstract

AIStudyBuddy introduces AI-driven resources and assessments to improve teaching and learning for students and curriculum planners. The AI-enabled study companion gives students targeted assistance, such as setting objectives for a course and generating suggestions to meet them. The companion analytics tool gives curriculum planners dashboards and support for (re)structuring study programmes.

Outputs

Root cause analysis of bottlenecks in FAB

Tue, 01 Jan 2019 00:00:00 +0000

Development of algorithm for recommending best resource path using AI

Mon, 01 Jan 2018 00:00:00 +0000

Development of best reference resource mining algorithm

Sun, 01 Jan 2017 00:00:00 +0000