Current Projects

An interdisciplinary project exploring the role of Calcification Blocking Factor (CBF) in preventing vascular calcification and enhancing bone density in CKD patients. Combining biological research and computational modeling, it aims to develop a multi-organ mechanistic network to advance therapeutic strategies.

This project aims to enhance research-oriented teaching in computer science by developing and documenting the concept of Research Focus Classes (RFCs), enabling students to gain early scientific experience. It also seeks to expand RFCs beyond computer science at RWTH Aachen University, promoting innovative teaching, interdisciplinary skills, and individualized studies.

The Internet of Production (IoP) aims to enable cross-domain collaboration by sharing semantically adequate and context-related data in real time across global participants. COMSYS contributes to developing IoP infrastructure, integrating engineering models, and supporting digital shadow creation while addressing performance, security, and data sovereignty challenges.

LEGATO aims to address the increasing complexity of network protocols and their performance by developing a methodology for cross-layer optimization that leverages machine learning techniques to capture intricate parameter interdependencies and provide insights into protocol performance.

The QuGrids project focuses on integrating quantum technologies into the planning and operation of energy grids, aiming to enhance grid security and efficiency through innovative quantum communication and computing approaches.

This project leverages AI and machine learning to create patient-specific embeddings from single-cell transcriptomics data, enabling the identification of unique disease signatures. By integrating bioinformatics and clinical expertise, it aims to enhance data-driven medicine and uncover novel biomarkers and therapeutic targets.

SAFEr Grid aims to revolutionize power systems by introducing asynchronously operating subgrids using a store-and-forward principle, ensuring stability and scalability in a carbon-neutral energy future. Funded by the ERC Synergy Grant, the project brings together an interdisciplinary team to develop a sustainable blueprint for future energy grids.

The SUSTAINET_guarDian project focuses on creating a digital and sustainable future by enhancing network resilience, security, and energy efficiency, supporting the seamless interconnectivity essential for today’s digital society through innovative ICT research and development.

This project explores the implications of using synthetic data in healthcare, focusing on liver research. It examines differences between synthetic and real-world data, evaluates generation approaches, and assesses the validity of conclusions drawn from both data sources. The interdisciplinary effort combines medical expertise and computer science to address critical gaps in synthetic data utility for healthcare.

VeSiTRUST explores trust in digital industrial value networks, focusing on Privacy-Enhancing Technologies (PETs) to secure sensitive data and address platform-related concerns. The project aims to enhance data protection, platform acceptance, and awareness among German companies, fostering secure and efficient value creation systems.