Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 31 - 55 of 55
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
Algorithm Unfolding in Multicell Downlink MIMO Precoding
In wireless communications, beamforming is utilized for the reception and transmission of directional wireless signals ...
Engineering SciencesElectrical Engineering and Information Technology
Bayesian Inference of Cyclic Transcription Dynamics
Transcription is the process of converting DNA into RNA and is essential to cellular life. The transcription process ...
Natural SciencesStatistical Physics, Soft Matter, Biological Physics, Nonlinear Dynamics
Deep Reinforcement Learning: Benchmarking, Algorithms and Applications
Deep Learning is the major component of the success of most new Artificial Intelligence applications. A new promising ...
Engineering Sciences
Designing an Efficient Neural Architecture Search
Within the last decade, deep neural networks have attracted much attention from academia and industry. Such a wide ...
Engineering SciencesComputer Science
Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System
Normative computational models of human sensorimotor behavior based on optimal feedback control with signal-dependent ...
Life SciencesNeurosciences
Learning Physically Interactive Behaviours for Human-Robot Interaction
Modeling interaction dynamics to generate robot trajectories that enable a robot to adapt and react to a human’s actions ...
Engineering SciencesComputer Science
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
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
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
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-
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 -
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 
Interpretable Reinforcement Learning
Deep Reinforcement Learning can solve difficult high dimensional tasks, by exploiting the expressive representation ...
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 -
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 
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
ExaFSA - Exascale Simulation of Fluid-Structure-Acoustics Interactions
The ExaFSA project aims to combine the two dominant trends in engineering simulations: multiphysics and high-performance ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Simulation of Flow-Induced Noise and Vibration for Turbulent Flows
The turbulent flow around blunt bodies induces aeroacoustic sources due to the interaction of the fluid with geometrical ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
Efficient representations of deep neural networks
Deep neural networks (DNNs) have gained extreme popularity in recent years, advancing state-of-the- art results in ...
Engineering SciencesComputer Science
