Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 1 - 30 of 62
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
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
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
Learning Interpretable Representations for Visuotactile Sensors
Visuotactile sensors are gaining momentum in robotics because they provide high-resolution contact measurements at a ...
Engineering Sciences
Metric Self-Paced Reinforcement Learning
Reinforcement Learning (RL) is a promising tool for solving complicated control and decision-making tasks in a data ...
Engineering SciencesComputer Science
Numerical Investigation of Droplets Moving on Inclined Surfaces: Forces Acting During Motion
Despite the motion of drops seeming a simple phenomenon, the behavior of a droplet on an inclined solid surface is far ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Active Exploration for Robotic Manipulation
Robotic manipulation stands as a largely unsolved problem despite significant advances in robotics and machine learning ...
Engineering SciencesComputer Science
Adaptive Autonomous Assembly
Autonomous robotic assembly requires a well-orchestrated sequence of high-level actions and smooth manipulation ...
Engineering SciencesComputer Science
Benchmark Platform for Scale Resolving Simulations of Internal Combustion Engines
Internal Combustion engines still play a significant role in today’s mobility and transport sector. They will still be ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
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
Development of a Hybrid Multi-Phase Solver in OpenFOAM for Gas-Liquid Flows
Centrifugal pumps conveying gas-liquid flows are often designed based on pure liquid flows due to a limited ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Entropy Generation Analysis of Turbulent Spray Combustion Using the Filtered Eulerian Stochastic Filed Approach Coupled to Tabulated Chemistry
The second law analysis based on the entropy generation and exergy losses of the turbulent multiphase reacting flow is ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Evaluation and Development of OpenFOAM Library for SCR Exhaust Gas Aftertreatment System
The automotive diesel engine industry has to face the increasingly stringent emission. Since the incylinder combustion ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
exaFOAM - Performance Analysis and Modeling of OpenFOAM
The exaFOAM project (https://exafoam.eu) aims at overcoming the current limitations of Computational Fluid Dynamics (CFD ...
Engineering SciencesComputer Science
Flow in Concentric Annulus with Inner- or Outer-Cylinder Rotation: A Conventional and Sensitized RANS Modelling Study
Fully developed turbulent flow in a concentric annulus with one or both walls rotation is essential in various ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Multiphysics Simulation of Reactive Bubbly Flows
Historically, CFD codes implementing arbitrary Lagrangian Eulerian interface tracking (ALEIT) for the simulation of ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Numerical Investigation and Cause-and-Effect Chain Analysis of Cyclic Variations and their Effect on Knocking Combustion
Knocking combustion in an internal combustion engine is initiated by auto-ignition ahead of the flame front. Thus ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Numerical Investigation of Drop Impact, Coalescence and Evaporation on Superheated Surfaces III
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 Simulation of the Interaction Between a Drop and a Liquid Wall Film
In internal combustions engines and in systems for exhaust gas aftertreatment, sprays interact with liquid wall films ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Numerische Simulation der Schmelzwasserperkolation in Firn
The assessment of the state of continental ice sheets has become a major issue in recent years and decades. These ...
Natural SciencesGeophysics and Geodesy
RUBI (Reference Multiscale Boiling Investigation) Simulation
Due to its high efficiency nucleate boiling is a promising process for the cooling of electronic devices either for ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Simulation of High-Pressure Spray Flames III
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
Wind Field Simulation for Operation of UAS in Urban Environments
For the coming years, a strongly growing use of unmanned aerial vehicles (UAV) of all classes is predicted, for example ...
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
Assessment of the Spray, Chemistry and Turbulence Coupling and its Modeling in Numerical Simulations of Reactive Multiphase Flows
From a practical standpoint, the combustion of liquids includes multiple interwoven processes, such as the gradual ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
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
Coupled Eulerian Stochastic Field Method with FGM-Based Detailed Tabulated Chemistry Approach for LES/RANS of Sandia Flame Series D-E and F
The objective of this project is to compute the turbulence chemistry interactions for turbulent reacting flow. Thus, the ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
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
