Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 1 - 30 of 112
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 
Computational Modelling of Plasma-Actuated Flow Control by Means of Eddy-Resolving Turbulence Models
Plasma actuators, Figure 1, represent flow control devices that have no moving parts and that work by ionizing the air ...
Engineering Sciences
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
Design and Analysis of Efficient Hydrogen Burners for 3D Printing
Green hydrogen has been identified as an important energy carrier for the future energy economy. However, due to the ...
Engineering Sciences
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
Efficient Integration of Physically Enhanced Neural Networks in Particle-Resolved CFD Simulations of Industrial Packed-Bed Reactors
The investigation of novel or optimizing established processes is of paramount importance in chemical engineering in the ...
Engineering SciencesProcess Engineering, Technical Chemistry
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-
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 
Machine Learning Application in Automotive Catalysts
The computational resources of the Lichtenberg HPC were used in this project to train physics informed machine learning ...
Natural SciencesChemical Solid State and Surface Research
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
Quantification of Turbulent Coflow Effects on Liquid Fuel Atomization from a Pressure Swirl Atomizer
In response to the growing need for sustainable energy solutions and emission reduction, gas turbines offer a viable ...
Engineering SciencesProcess Engineering, Technical Chemistry
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-
Advanced Modeling Strategies for Turbulent Hydrogen Flames
The German government’s National Hydrogen Strategy has identified hydrogen as a crucial technology in achieving the ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics 
Combustion of Individual Iron Microparticles With Resolved Boundary Layers I
Metal fuels are promising green energy carriers due to their high volumetric energy density, recyclability, and ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
CYWARN – Entwicklung von Strategien und Technologien zur Analyse und Kommunikation der Sicherheitslage im Cyberraum II
The increase in complex cyber-attacks illustrates the vulnerability of society and information infrastructure. In ...
Engineering SciencesComputer Science
Deep Implicit Collision Probability Fields
In robotic applications such as autonomous driving and whole-body control, ensuring safety is of utmost importance ...
Engineering SciencesComputer Science
Deep Reinforcement Learning for Robotics
Robotics platforms can massively benefit from novel Deep Reinforcement Learning approaches. However, robotics have ...
Engineering SciencesComputer Science
High Fidelity Numerical Simulations of Atomization Process for Two-Fluid Nozzles
Spray drying is one of the most used manufacturing techniques by the pharmaceutical industry. It enhances the ...
Engineering Sciences-
Impact of Multipath-Effects on Acoustic Keylogging Systems
Acoustic keylogging describes a category of side-channel attacks that recover typed keystrokes from audio-streams of ...
Engineering SciencesComputer Science 
Improving the Understanding of Neuromuscular Gait Control using Deep Reinforcement Learning
Understanding the underlying reward mechanisms of human locomotion and transferring this knowledge to humanoid robots is ...
Engineering SciencesComputer Science
Influence of Wheel Wake on Vehicle Aerodynamics: A Numerical Study using Eddy-Resolving Turbulence Models
Motivated by the cost-cutting in the process of vehicle certification, the industry sees a growing potential in the ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
