Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 181 - 210 of 368
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
Determination of Effective Electric Conductivity of UFG/PEI-Composites Considering Quantum Mechanical Tunnelling Effects
To reduce fuel consumption, the focus in vehicle construction shifts to lightweight constructions based on Mg or Al ...
Engineering SciencesMaterials Science
Direct Numerical Simulation of Flame-Wall-Interactions of DME Flames
In the context of global warming, the necessity of efficient and low emission combustion applications arises. The ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Distributionally Robust Trajectory Optimization Under Uncertain Dynamics via Relative-Entropy Trust Regions
Trajectory optimization and model predictive control are essential techniques underpinning advanced robotic applications ...
Engineering SciencesComputer Science
Effect of Infinite Time-Horizons on Genetic Algorithms
Genetic Algorithms (GAs) are a popular heuristic optimization method inspired by biological evolution. We implemented a ...
Engineering SciencesComputer Science
FABIENE - Flexible Bereitstellung von Strom und Kraftstoffen aus Braunkohle basierend auf der Wirbelschichtvergasung
The aim of this work is the development and validation of a numerical model of the coal gasification in a fluidized bed ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
First-Principles Calculations of Spectroscopic Signatures I
Ideal one-dimensional (1D) electronic systems are fascinating, as they show quantisation of conductance, charge-density ...
Natural SciencesTheoretical Condensed Matter Physics
Forced Ignition in Turbulent Mixtures of Sufficiently Large Lewis Numbers
Understanding forced ignition in turbulence is relevant to the development of next generation highefficiency, low ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
High-Throughput Design of New Perovskite Oxide Antiferroelectric Materials
Antiferroelectric (AFE) materials have recently been of a great interest, due to their unique applications in the energy ...
Natural SciencesTheoretical Condensed Matter Physics
High Throughput Optimization of Permanent Magnetic Materials
Magnetic materials are key components for energy harvesting and conversion, information technology and sensor ...
Engineering SciencesMaterials Science
Influence of Mixing Processes on the Performance of High-Pressure Polymerization I
In industrial low-density polyethylene (LDPE) production, mixtures of organic peroxide initiators are used to start the ...
Engineering SciencesProcess Engineering, Technical Chemistry
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
Inverse Reinforcement Learning by Matching Feature Distributions
Reinforcement Learning is a powerful approach to achieve optimal behaviour. However, it typically requires a manual ...
Engineering SciencesComputer Science
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
LES-Based Investigation of Flame-Wall-Interactions
In the context of global warming the necessity of efficient and low emission combustion applications arises. In addition ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
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 Laser Powder Bed Fusion of Metallic Glasses
The fabrication of metallic glasses by laser powder melt fusion provides a new way for the synthesis of metallic glasses ...
Engineering SciencesMaterials 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
Multi-Scale Modeling of Additive Manufactured Magnetic Materials
In 2018, Gottschall et al. proposed a multi-stimulit concept for magnetocaloric cooling. [1] The energy consumption ...
Engineering SciencesMaterials Science
Multiscale Modelling of Transport and Degradation Phenomena in Cement-based Materials
This project aims to investigate the autogenous self-healing process of small cracks in concrete using the phase-field ...
Engineering SciencesConstruction Engineering and Architecture-
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
Probabilistic Power Plant Dispatch Prediction
To model future energy systems and their markets, it is important to understand the underlying dynamics of their ...
Engineering SciencesElectrical Engineering and Information Technology
Rational Design of Narrow-Hysteresis Materials by Tailoring Magnetoelastic Interactions
One important aim of modern energy-conserving technologies is magnetic cooling at room temperature. This environmentally ...
Natural SciencesTheoretical Condensed Matter PhysicsEngineering SciencesMaterials Science
