Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 1 - 12 of 12
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
BMWi AiF Project 20224 ’Flow Erosion’
The underlying research project deals with the flow accelerated corrosion and erosion in cooling systems of combustion ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
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
Development of a Validated and Efficient Calculation Method to Expand the Operating Range of Centrifugal Pumps for Pumping Gas Loaded Liquids
Many technical applications in chemistry engineering are multiphase flows as they contain entrained air or effects such ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
DNS of Viscoelastic Fluids
Recent numerical stabilization approaches provide new opportunities for viscoelastic flow simulations. The numerical ...
Natural SciencesMathematics-
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 
Flow Erosion
The underlying research project deals with the flow accelerated corrosion and erosion in cooling systems of combustion ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Interpretable Reinforcement Learning
Deep Reinforcement Learning can solve difficult high dimensional tasks, by exploiting the expressive representation ...
Engineering SciencesComputer Science
Numerical Investigation of Drop Impact, Coalescence and Evaporation on Superheated Surfaces I
Spray cooling is a promising technology to remove heat from a hot target. To contribute to a better understanding of the ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Numerical Investigation on the Thermodynamic Performance of an Exhaust Gas System of an IC-Engine Using Large Eddy Simulation
The exhaust gas system is a very important part of internal combustion engines, since its structure and thermodynamic ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Simulation of High-Pressure Spray Flames I
The formation of pollutants in direct injection engines is a field of research with high practical importance. In front ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
Unsteady Numerical Simulations of Multi-Element Airfoil
As high-lift configurations, multi-element airfoils have shown satisfactory aerodynamic performance at high Reynolds ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
