Master Thesis

Your JobOur Modeling and Simulation Group offers an interdisciplinary and agile research environment within a dynamic and diverse group. The project is an excellent example for research at the interface of computational systems biology and mathematics/statistics with a strong attitude to open research software development. For more information visit or...

How do climate policies affect communities? This master thesis offers a unique opportunity to explore the social implications of climate mitigation and adaptation measures. The goal is to ensure a just transition, where the benefits and burdens of climate actions are equitably distributed. **Your Job**: - WP1 - Quantifying the social impact of existing...

The EU's regions are developing climate adaptation strategies to tackle the localised impacts of climate change. However, adaptation efforts at the regional level can vary widely in scope and effectiveness. The thesis topic is aimed at evaluating the feasible adaptation measures, at a local scale. **Your Job**: - WP1 - Literature review on existing...

**Your Job**: The focus of this Master’s thesis aims to generate a variety of physical and artificially constructed porous structures and assess whether the properties of these synthetic models can statistically represent those of physical structures in electrochemical cells. Key properties under investigation include two-phase flow behavior, conductivity,...

Cube, which is used as performance report explorer for Scalasca and Score-P, is a generic tool for displaying a multi-dimensional performance space consisting of following dimensions: performance metric, call path, system resources. Each dimension can be represented as a tree, where the non-leaf nodes can be collapsed or expanded to achieve the desired level...

At the Institute of Energy and Climate Research - Juelich Systems Analysis (ICE-2), the ICE-2 team "Integrated Infrastructure-Distribution Infrastructure" develops synthetic, geo-referenced distribution grids for electricity, gas, and hydrogen. These efforts support the planning of robust, climate-neutral infrastructure systems by analyzing load profiles,...

Your Job: Investigate current challenges and bottlenecks in power flow analysis for large scale electrical distribution grids Apply machine learning/AI or surrogate modeling (, neural networks, graph neural networks, physics-informed ML) to approximate PF results Train models using simulation results generated from conventional power flow solvers Evaluate...

Your Job: Research and extract industrial and commercial buildings across Germany using open-source geospatial data ( OpenStreetMap, CORINE Land Cover, Sentinel, etc) Apply machine learning/AI and/or statistical algorithms to classify building and land-use types relevant to electrical consumption Label and prepare training data for AI models; develop...

At the Institute of Climate and Energy Systems - Energy Systems Engineering (ICE-1) we focus on the optimal design and operation of integrated, decentralized energy systems with a high share of renewable energy. Computer simulation and numerical optimization are our essential tools to arrive at efficient, reliable, and cost-effective solutions. We contribute...

Your Job:Our Modeling and Simulation Group offers an interdisciplinary and agile research environment within a dynamic and diverse group. The project is an excellent example for research at the interface of computational systems biology and mathematics/statistics with a strong attitude to open research software development. For more information visit or...