Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 1 - 21 of 21
Automatic Code Parallelization
The Software-Factory 4.0 (SF4.0) is a 4-year LOEWE1 project funded by the German State of Hesse and involves several ...
Engineering SciencesComputer Science
Correctness Checking of MPI Derived Datatypes Using TypeART
The message passing interface (MPI) is the de-facto standard for distributed high performance computing. However, it ...
Engineering SciencesComputer Science
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
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-
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
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-
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 
Scalability of OpenMP
This project is concerned with promoting a more efficient usage of the HPC Systems. The two major technologies used to ...
Engineering SciencesComputer Science
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
Alternative Ephemeris Representations for Astrodynamical Simulations on Multi-Core CPUs and Accelerator Cards
Spacecraft missions of the European Space Agency (ESA) are required to meet specific probabilistic requirements ...
Engineering SciencesComputer Science
Decoding Concurrent IEEE 802.11 Transmissions with Imprecise Synchronization
Future wireless communication systems are envisioned to meet stringent latency requirements to support control ...
Engineering SciencesElectrical Engineering and Information TechnologyComputer Science-
Deep Reinforcement Learning under Uncertainty
Traditionally robots have been used in factories in predefined structured environments. Recently, robots are employed ...
Engineering SciencesComputer Science 
p3Enum: A Parallel, Parameterizable Open-Source Framework for Enumeration with Extreme Pruning
In our project, we investigate the hardness of various instances of the shortest vector problem (SVP) which are the ...
Engineering SciencesComputer Science
Parallelizing the Level 2A Processor for Sentinel-2 Satellite Imagery
In June 2017, ESA started systematic Level 2A processing of Sentinel-2 acquisitions over Europe using the cloud ...
Engineering SciencesComputer Science-
Performance Analysis of BoSSS Solver Package
The Bounded Support Spectral Solver (BoSSS) is developed as a flexible solver package to enable research in (mostly) ...
Engineering SciencesComputer Science -
Performance Analysis of BoSSS Solver Package (Bachelor Thesis)
The Bounded Support Spectral Solver (BoSSS) is developed as a flexible solver package to enable research in (mostly) ...
Engineering SciencesComputer Science 
Robot Skill Learning
The project investigated probabilistic motor skill learning for simulated robots. In detail the project looked into the ...
Engineering SciencesComputer Science-
Tracking Type Information to Dynamically Find Type Related Bugs in MPI Applications
MUST, a dynamic MPI correctness checker, is extended with a type and memory allocation tracking sanitizer called TypeART ...
Engineering SciencesComputer Science
