Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 91 - 120 of 139
Color Center Formation Induced by Femtosecond Lasers
The interactions of ultrashort-light pulses with solids and nanostructures is a continuously growing area due to the ...
Natural SciencesTheoretical Condensed Matter Physics
Computationally-Intensive Subproblems in FPGA-Based Accelerator Design
Field-Programmable Gate Arrays (FPGA) contain programmable logic elements that can accommodate application-specific ...
Engineering SciencesComputer Science
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
Design-Space Exploration for FPGA-Accelerators in Cloud Environments
FPGA cards are increasingly deployed to cloud data centers and made available to users as platform for the ...
Engineering SciencesComputer Science-
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 
First-Principles Calculations on Grain Boundaries in Nanocrystalline Graphene
The modification of intrinsic properties of graphene via defects, such as grain boundaries, has been an intense field of ...
Natural SciencesTheoretical Condensed Matter Physics
High Throughput Screening and Tuning of Magnetic Two Dimensional Materials
The demand of minimization and feasibility of integration makes two-dimensional (2D) materials remarkable in promising ...
Natural SciencesTheoretical Condensed Matter Physics
High Throughput Screening for Spin-Polarized Current in Noncollinear Materials
Like perovskite materials, antiperovskites (APVs) display many intriguing physical properties. Particularly, the ...
Natural SciencesTheoretical Condensed Matter Physics
High Throughput Screening of Topological Properties in Ferromagnets
In this work, we performed first-principles calculations to evaluate the anomalous Hall conductivity as well as the ...
Natural SciencesTheoretical Condensed Matter Physics
Interpretable Reinforcement Learning
Deep Reinforcement Learning can solve difficult high dimensional tasks, by exploiting the expressive representation ...
Engineering SciencesComputer Science
Laser-Induced Generation Nanostructures and Nanoparticles of Different Materials in Different Media: Molecular Dynamics Investigation
The mechanisms of laser-matter interaction are of great importance for many applications including the development of ...
Natural SciencesTheoretical Condensed Matter Physics-
Model Learning With Recurrent Kalman Networks
Recurrent State-space models (RSSMs) are highly expressive models for learning patterns in time series data and system ...
Engineering SciencesComputer Science -
Multi-Label Rule Learning
This project aimed at solving multi-label classification problems using rule learning algorithms. Multi-label ...
Engineering SciencesComputer Science 
Network Traffic Prediction with Neural Networks
The bursty nature of network traffic is one of the main reasons for congestion in data centers, since traffic loads are ...
Engineering SciencesComputer Science
Parallelizing the Level 2A Processor for Sentinel-2 Satellite Imagery
In June 2017, the European Space Agency started systematic Level 2A processing of Sentinel- 2 acquisitions over Europe ...
Engineering SciencesComputer Science-
Performance Modeling at a Discount
Identifying scalability bugs in parallel applications is a vital but also laborious and expensive task. Empirical ...
Engineering SciencesComputer Science -
Stochastic Search for Applications in Robotics
Stochastic-search algorithms are problem independent algorithms well-suited for black-box optimization of an objective ...
Engineering SciencesComputer Science 
Ab-Initio Description of Phase Transitions in TiO2 and Ab-Initio Molecular Dynamics Simulations of Ultrafast Excited Graphene and Amorphous Carbon
The understanding of the interaction of ultrashort light pulses with solids and nanostructures is important for both ...
Natural SciencesTheoretical Condensed Matter Physics
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 -
Density Functional Theory of Strongly Correlated Electrons: Exploiting the Links Between Ground-State Correlation Energy and Independent Fermion Entropy
The accurate many-particle description of systems exhibiting strong electronic correlations is one of the most ...
Natural SciencesTheoretical Condensed Matter Physics 
Ground- and Excited-State Properties of Substrate-Supported Nanowires Calculated From First Principles
Ideal one-dimensional electronic systems are characterized by unusual and fascinating physical phenomena, including ...
Natural SciencesTheoretical Condensed Matter Physics
High-Throughput Computational Screening Research on Mn-based Heusler Alloys
Comparing to traditional electronics, spintronics makes use of both charge and spin freedoms of electrons, which is ...
Natural SciencesTheoretical Condensed Matter Physics
High Throughput Optimization of Permanent Magnetic Materials
Permanent magnets are an important component in a wide range of everyday devices. Present high performance magnets like ...
Natural SciencesTheoretical Condensed Matter Physics
High Throughput Screening of Magnetic Antiperovskites
Analogous to perovskites, the antiperovskites (APVs) are also one of the most commonly explored materials in recent ...
Natural SciencesTheoretical Condensed Matter Physics
Modelling of Nanoparticle Generation due to a Short Laser Pulse and Nanoparticle Ablation in Different Media
This work is a successor of our previous study [1], were the mechanism of periodic nanostructuring process due to UV ...
Natural SciencesTheoretical Condensed Matter Physics
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
