Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 1 - 30 of 237
Distributed Intelligence: Federated Learning in Cardiovascular Data
In recent years, Cardiovascular diseases (CVDs) and other cardiac abnormalities have been on the rise, becoming a ...
Life SciencesBasic Research in Biology and MedicineEngineering SciencesSystems Engineering
GPU-Accelerated Solution of Many Small ODE Systems for High-Temperature Component Lifetime Modeling
Predicting the lifetime of components designed for very high temperatures is crucial for improving the efficiency and ...
Engineering SciencesMaterials ScienceComputer Science
Numerical Simulation of Nucleate Boiling in Microgravity
Nucleate boiling is a very efficient heat transfer mechanism. It is used in a wide variety of applications on Earth ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Practical Empirical Performance Modeling for CFD Applications using Extra-P
HPC applications can contain implicit performance bottlenecks, for example, due to caching or synchronization effects ...
IngenieurwissenschaftenInformatik-
Practical Empirical Performance Modeling for CFD Applications using Extra-P
HPC applications can contain implicit performance bottlenecks, for example, due to caching or synchronization effects ...
Engineering SciencesComputer Science 
Clang Code Refactor
When procuring an HPC system, the system need to fulfill certain criterias, regarding performance but also energy ...
Engineering SciencesComputer Science
Combustion of Individual Iron Microparticles With Resolved Boundary Layers II
Iron powder is emerging as a promising carbon-free energy carrier that can be used for a clean iron-based energy cycle ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
CompuGene Student Lab Protein Engineering
The field of protein engineering is a rapidly evolving area of research that holds great promise for numerous ...
Engineering SciencesComputer Science 
Computational Study of Transient Indoor Airflow with an Eddy Resolving Turbulence Model
This project’s main objective is the numerical analysis of mechanically ventilated rooms in different scenarios under ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Direct Numerical Simulations of Mesopore Imbibition Using a Phase-Field Approach
Mesoporous materials, which have pore sizes in the range of 10-200 nanometers, have attracted significant attention due ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
End-to-end Learning for Multi-Embodiement Locomotion
The rapid development of robotics has enabled legged robots capable of performing highly dynamic tasks such as walking ...
Engineering SciencesComputer Science
exaFOAM Performance Analysis and Modeling
The exaFOAM project [1] aims at overcoming the current limitations of Computational Fluid Dynamics (CFD) technology ...
Engineering SciencesComputer Science-
Fault Tolerance and Locality-Aware Work Stealing for Dynamically Generated Dependent Tasks on Clusters
Programming environments for today’s supercomputers must support the design of efficient programs and handle issues such ...
Engineering SciencesComputer Science 
Flexible HP-Turbines III
Over the last decades, turbomachinery has been subject of continuous improvement and fundamental research within the ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Gasification Processes with Integrated Surplus Electricity Integration for Flexible Power Generation and Production of Synthetic Fuels from Residual Materials (VERENA) II
Project VERENA aims to open new recycling paths for biogenic and municipal residues through different gasification ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
Learning Force Distribution Estimation for the GelSight Mini Optical Tactile Sensor Based on Finite Element Analysis
Up-to-date contact-rich manipulation tasks remain one of the grand challenges of robotics. Equipping robots with a sense ...
IngenieurwissenschaftenInformatik -
Learning Force Distribution Estimation for the GelSight Mini Optical Tactile Sensor Based on Finite Element Analysis
Up-to-date contact-rich manipulation tasks remain one of the grand challenges of robotics. Equipping robots with a sense ...
Engineering SciencesComputer Science 
Learning Mean Field Games on Sparse Graphs
Learning the behavior of large agent populations is an important task for numerous research areas. Although the field of ...
Engineering SciencesComputer Science
Major-Minor Mean Field Multi-Agent Reinforcement Learning
Multi-agent reinforcement learning (MARL) remains difficult to scale to many agents. Recent MARL using Mean Field ...
Engineering SciencesComputer Science
Multi-Model Multi-Phase Cause-Effect Chain Simulation in Direct Injection Engines
Internal combustion engines are vital to the modern transportation sector, and ongoing research is essential to optimize ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Numerical Investigation of Drop Impact, Coalescence and Evaporation on Superheated Surfaces VI
Spray cooling is a very effective method for cooling of electronic devices. The study of the impact of single and ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Numerical Investigation of Drop Impact, Coalescence and Evaporation on Superheated Surfaces V
Spray cooling is a very effective method for cooling of electronic devices. The study of the impact of single and ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Parallel Finite Element Methods for Complex Flows of Complex Fluids
The objective of this ongoing project is the continuous development and advancement of effective simulation methods for ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Parameter-Efficient Tuning of Pretrained Visual-Language Models in Multitask Robot Learning
General-purpose intelligent robots are expected to simultaneously handle multiple tasks while interpreting various ...
Engineering SciencesComputer Science
Reducing Pollutant Emissions in Sustainable Aero-Engine Combustors
Reducing pollutant emissions remains a key challenge in the development of nextgeneration aero-engines. In addition to ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
Simulation Structural Plasticity II
The human brain is an ever-developing complex organ – it does so even during adult life, e.g., as a reaction to learning ...
Engineering SciencesComputer Science 
SpyFi: Deep Learning for CSI-based Keylogging Side Channel Attacks
During keyboard typing, hand and finger movements induce alterations in Wi-Fi signal propagation, reflected in Channel ...
Engineering SciencesComputer Science-
Tracing CPU/GPU-Hybrid Applications With Extrae
Starting from the initial project idea outlined in the project proposal, the research evolved significantly, branching ...
Engineering SciencesComputer Science -
Ultra-High-Dimensional Variable Selection in Genome-Wide Association Studies
This research project tackles the significant challenge of identifying genuine variables associated with diseases from ...
Engineering SciencesComputer Science -
Utilizing Mamba for Microorganism Protein Synthesis Prediction
This work aimed to apply deep learning, specifically Mamba, to the problem of codon optimisation in order to be able to ...
Engineering SciencesComputer Science
