Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 31 - 60 of 111
Investigating the Machine Learning-based Cryptanalysis of Lightweight Block Ciphers
Lightweight Cryptography is about developing and analyzing algorithms that provably obtain security goals, such as ...
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
Learning to Plan
Motion planning is a crucial component of autonomous robot systems. It addresses the problem of finding a feasible ...
Engineering SciencesComputer Science
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
Mixture Formation and Combustion of Alcohols and Other Biogenic Fuels in Mixture-Controlled Combustion Processes
This project aims to investigate various renewable fuels in 3D spray simulations (synthetic and biogenetic). For ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Neural Scene Understanding For Robotics
Autonomous robots need to be able to identify and recognize objects in a scene. For this crucial task we need to ...
Engineering SciencesComputer Science
Numerical Analysis of Surfactant Transport and 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 Investigation and Optimisation of Doctor Blading in the Gravure Printing Process
Stainless steel doctor blading is a preferred method for predosing inks in industrial mass printing, offering ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Numerical Investigation of Drop Impact, Coalescence and Evaporation on Superheated Surfaces IV
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 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
Performance Profiling Tools for Large-Scale Scientific Applications
The exaFOAM project (https://exafoam.eu) aims at overcoming the current limitations of Computational Fluid Dynamics (CFD ...
Engineering SciencesComputer Science
Policy Optimization with Learning and Planning in Continuous Spaces
Planning algorithms have shown impressive performance in many domains such as chess and Go. In particular, Monte Carlo ...
Engineering SciencesComputer Science
RUBI Simulation (Numerical Simulations on the Effect of an Electric Field on Nucleate Boiling in Microgravity)
Nucleate boiling is a very efficient heat transfer mechanism. It is used in a wide variety of applications on Earth ...
Engineering SciencesProcess Engineering, Technical Chemistry
Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control
In recent years, reinforcement learning and its multi-agent analogue have achieved great success in solving various ...
Engineering SciencesComputer Science-
Scientific Machine Learning for Chemical Kinetics
Detailed multi-scale modelling provides in-depth insights into the complex phenomena of catalytic systems that typically ...
Engineering SciencesProcess Engineering, Technical Chemistry 
The Physical Informed Machine Learning Guided Material Design and Characterization
X-ray Absorption Spectroscopy (XAS) is a pivotal technique in material research, requiring numerous sampling points for ...
Engineering SciencesMaterials Science
Unsteady Modelling and Simulation of Solid Fuel Combustion in Oxyfuel Atmospheres
The advancing climate crisis requires the rapid reduction of CO2 emissions. One of the largest emitters is the energy ...
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
Automatic Coupling Method of Volume-of-Fluid and Lagrangian Particle Tracking for Spray Atomization Simulation in OpenFOAM
Despite recent advances in numerical methods for multiphase flows, the complete simulation of a spray atomization is ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
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
Large-Eddy Simulation of Torrefied Biomass Combustion in Oxy-Fuel Atmosphere
The safe supply of energy and electrical power will require operation of conventional power plants in the next decades ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
Learning for Decentralized, Long-Horizon Manipulation
Achieving long-horizon dexterous manipulation remains a challenging problem in robotics. There exists a long history of ...
Engineering SciencesSystems Engineering 
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
