Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 1 - 30 of 32
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
Principles of On-Surface Synthesis
In the past centuries chemists have established a solid knowledge for the synthesis of molecules in solution. With the ...
Natural SciencesTheoretical Condensed Matter Physics
Aeroacoustics Simulation Using Partially-Averaged-Navier-Stokes Around the Ahmed Body
Aeroacoustics is a critical research field that studies sound generated by turbulent flows interacting with solid ...
Heat Energy Technology, Thermal Machines, Fluid MechanicsEngineering Sciences-
Amortized Variational Inference by Policy Search
Variational inference with Gaussian mixture models (GMMs) can be used to learn highly tractable approximations of ...
Engineering SciencesComputer Science 
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
Detecting Suitcase Damages With Artificial Intelligence – IT-Project Lufthansa
Artificial intelligence is currently developing faster than ever and introduces many different possibilities. Our client ...
Engineering SciencesComputer Science-
Gradient-Based Variational Inference by Policy Search
Many problems in machine learning involve inference from intractable distributions. For example, when learning latent ...
Engineering SciencesComputer Science 
Imitation Learning for Lap Time Simulation
In order to facilitate rapid prototyping and testing in the advanced motorsport industry, we consider the problem of ...
Engineering SciencesComputer Science
Optical Response of (Hetero)Adamantine Clusters
White light generation (WLG) is one of the most puzzling and exciting topics in nonlinear optics. Strictly speaking, WLG ...
Natural SciencesTheoretical Condensed Matter Physics
Predicting Human Similarity Judgments Using Normalizing Flows
Recent work has shown that deep neural networks are able to predict human similarity judgments with high accuracy (e.g ...
Humanities and Social Sciences
Aeroacoustics Simulation using Partially-Averaged-Navier-Stokes Model
Aeroacoustics studies the creation and spread of sound from unsteady flow with solid structures. Computational ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Combining Regenerative and Degenerative Methods in Growing Neural Networks
Neural networks are usually trained with a static architecture. However, the fields of growing and pruning, or ...
Engineering SciencesComputer Science
CYWARN – Entwicklung von Strategien und Technologien zur Analyse und Kommunikation der Sicherheitslage im Cyberraum
The increase in complex cyber-attacks illustrates the vulnerability of society and information infrastructure. In ...
Engineering SciencesComputer Science
Unsteady Modeling and Simulation of Oxy-Fuel Combustion Chambers
To reduce the C02 footprint of the current energy and transport sector, hydrogen has become one of the most promising ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Acoustic Simulation of Fluid and Rigid Objects Impacting in a Water Pool
Since the beginning of the past century people are interested in the mechanisms which produce the sound caused by a drop ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Aeroacoustics Simulation Using Partially-Averaged-Navier-Stokes Model
In recent years studying the field of aeroacoustics has been received special attention from researches for its ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
High Throughput Optimization of Permanent Magnetic Materials
Magnetic materials are key components for energy harvesting and conversion, information technology and sensor ...
Engineering SciencesMaterials Science
Interplay Between Spin Orbital and Lattice Degrees of Freedom in Multiferroic and Orbital Ordered Oxide Systems
The electronic structure plays a key role in determining the physical properties of highly correlated electron systems ...
Natural SciencesTheoretical Condensed Matter Physics-
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 
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
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-
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 
Network Traffic Prediction with Neural Networks
The bursty nature of network traffic is one of the main reasons for congestion in data centers, since traffic loads are ...
Engineering SciencesComputer Science-
Performance Modeling at a Discount
Identifying scalability bugs in parallel applications is a vital but also laborious and expensive task. Empirical ...
Engineering SciencesComputer Science -
Stochastic Search for Applications in Robotics
Stochastic-search algorithms are problem independent algorithms well-suited for black-box optimization of an objective ...
Engineering SciencesComputer Science -
Development and Application of Numerical Methods for the Simulation of Technical Premixed Combustion Systems
The accurate prediction of combustion processes requires to compute the flow, the concentration, and the chemical ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics 
High Throughput Optimization of Permanent Magnetic Materials
Permanent magnets are an important component in a wide range of everyday devices. Present high performance magnets like ...
Natural SciencesTheoretical Condensed Matter Physics
Investigations of the Flame Dynamics of a Side Wall Quenching Flame
Since nearly 86% of the world wide energy demand is obtained through combustion, it is necessary to improve related ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
LES of Coal Combustion in the Context of FGM Tabulated Chemistry
The objective to reduce the emission of the greenhouse gas CO2 has a high priority in today’s energy supply. However, in ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics 
Analyzing, Comparing and Evaluating Non-Stationary Methods for Oxy-Fuel Configurations
The separation of CO2 in oxy-coal combustions is facilitated through firing coal in oxygen (O2) enriched recirculated ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
