Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 121 - 150 of 227
Measure-Valued Derivatives for Reinforcement Learning
Reinforcement learning methods for robotics are increasingly successful due to the constant development of better policy ...
Engineering SciencesComputer Science
Modeling of Large Proteins in DNA Repair
DNA-PKcs is a gateway protein of the Non-Homologous End Joining DNA Repair Pathway. Which is the process of repairing ...
Natural SciencesEngineering SciencesComputer Science
Molecular Dynamics Simulation of a Tribology System
The MD method is suitable for studying the behavior of liquid molecular systems. According to past investigations in the ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Noise Resilient Empirical Performance Modeling with Deep Neural Networks
Empirical performance modeling is a proven instrument to analyze the scaling behavior of HPC applications. Using a set ...
Engineering SciencesComputer Science
Numerical Investigation and Cause-And-Effect Chain Analysis of Cyclic Variations and their Effect on Knocking Combustion
Engine knock is initiated by auto-ignition in the unburned mixture ahead of the flame front, the so-called end-gas. Thus ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Numerical Investigation of Drop Impact, Coalescence and Evaporation on Superheated Surfaces II
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 Modelling of Conjugated Two-Phase Flow and Heat Transfer in Thermomechanical Piping Systems
This project aims into testing the ability of the scale-adaptive turbulence model christened “Instability Sensitive ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Numerical Simulation and Analysis of Wetting Phenomena in Inkjet Printing
Droplet impingement and spreading are of particular relevance for various technical applications, including inkjet ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Numerical Simulation of Species Transport within a Double-Square Impinging Jet Configuration
Combustion engines are a common means to power various types of machinery. Despite the declining role of technical ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Scalability of OpenMP
This project is concerned with promoting a more efficient usage of the HPC Systems. The two major technologies used to ...
Engineering SciencesComputer Science
Short-Term Thermal Energy Storage Unit
To combat climate change effectively, the use of renewable energy must increase. However, the supply of renewable energy ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Simulation of Aeroacoustic Effects Induced by Fluid-Structure Interaction
Aerodynamic sound contributes significantly to the noise emission of high-speed applications such as trains, aircraft ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Simulation of High-Pressure Spray Flames II
The formation of pollutants in direct injection engines is a field of research with high practical impact. Against this ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Spray Combustion of the New Synthetic Fuel Oxymethylenehter (OME)
3D computational fluid dynamics (CFD) simulations are nowadays an established method in science and a tool in industrial ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Unsteady Modeling and Simulation of Oxy-Fuel Combustion Chambers
Among the major sources of energy supply, pulverized coal combustion (PCC) will remain one most dominant contributors in ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
When to Trust Your Model in Model-based Value Expansion?
Model-based value expansion methods promise to improve the quality of value function targets and, thereby, the ...
Engineering SciencesComputer Science
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning
Reinforcement Learning (RL) has proven to be an empirically very successful approach to solving sequential decision ...
Engineering SciencesComputer Science
Balloon Estimators for Improving and Scaling the Nonparametric Off-Policy Policy Gradient
The Nonparametric Off-Policy Policy Gradient (NOPG) is a policy gradient algorithm to solve reinforcement learning tasks ...
Engineering SciencesComputer Science
BMWi AiF Project 20224 ’Flow Erosion’
The underlying research project deals with the flow accelerated corrosion and erosion in cooling systems of combustion ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Comparison of Drag Models for Fluidized Beds and Validation by Cold Flow Experiments
Nowadays, the design and optimization of fluidized beds are primarily based on experimental investigations which are ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Computationally-Intensive Subproblems in FPGA-Based Accelerator Design
Field-Programmable Gate Arrays (FPGA) contain programmable logic elements that can accommodate application-specific ...
Engineering SciencesComputer Science-
Constraint Space Projection Reinforcement Learning
The aim of the project is to develop a new family of optimization algorithms to handle convex constraints and evaluate ...
Engineering SciencesComputer Science 
Design-Space Exploration for FPGA-Accelerators in Cloud Environments
FPGA cards are increasingly deployed to cloud data centers and made available to users as platform for the ...
Engineering SciencesComputer Science
Development of a Validated and Efficient Calculation Method to Expand the Operating Range of Centrifugal Pumps for Pumping Gas Loaded Liquids
Many technical applications in chemistry engineering are multiphase flows as they contain entrained air or effects such ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Efficient Gas Engines for Maritime Applications of the Next Generation
Not only in automotive and aviation industries, but also in shipping the engine manufacturer are forced by new ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
Evaluating and Improving Recurrent Kalman Networks
Precise models of the system dynamics are crucial for model-based control and reinforcement learning (RL) in autonomous ...
Engineering SciencesComputer Science 
Flow Erosion
The underlying research project deals with the flow accelerated corrosion and erosion in cooling systems of combustion ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Interpretable Reinforcement Learning
Deep Reinforcement Learning can solve difficult high dimensional tasks, by exploiting the expressive representation ...
Engineering SciencesComputer Science
Lufo 5 PRESTIGE
The high pressure turbine design is strongly affected by the flow in the upstream combustor. Very high temperatures ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
Model Learning With Recurrent Kalman Networks
Recurrent State-space models (RSSMs) are highly expressive models for learning patterns in time series data and system ...
Engineering SciencesComputer Science
