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Hessische Wissenschaftlerinnen und Wissenschaftler unterschiedlichster Disziplinen benötigen Hochleistungsrechnen für ihre Forschung.
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Displaying 61 - 90 of 114
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 ...
IngenieurwissenschaftenInformatik
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning
Reinforcement Learning (RL) has proven to be an empirically very successful approach to solving sequential decision ...
IngenieurwissenschaftenInformatik
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 ...
IngenieurwissenschaftenInformatik
Computationally-Intensive Subproblems in FPGA-Based Accelerator Design
Field-Programmable Gate Arrays (FPGA) contain programmable logic elements that can accommodate application-specific ...
IngenieurwissenschaftenInformatik
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 ...
IngenieurwissenschaftenInformatik
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 ...
IngenieurwissenschaftenInformatik-
Evaluating and Improving Recurrent Kalman Networks
Precise models of the system dynamics are crucial for model-based control and reinforcement learning (RL) in autonomous ...
IngenieurwissenschaftenInformatik -
Model Learning With Recurrent Kalman Networks
Recurrent State-space models (RSSMs) are highly expressive models for learning patterns in time series data and system ...
IngenieurwissenschaftenInformatik -
Multi-Label Rule Learning
This project aimed at solving multi-label classification problems using rule learning algorithms. Multi-label ...
IngenieurwissenschaftenInformatik 
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 ...
IngenieurwissenschaftenInformatik
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 ...
IngenieurwissenschaftenInformatik-
Performance Modeling at a Discount
Identifying scalability bugs in parallel applications is a vital but also laborious and expensive task. Empirical ...
IngenieurwissenschaftenInformatik -
Stochastic Search for Applications in Robotics
Stochastic-search algorithms are problem independent algorithms well-suited for black-box optimization of an objective ...
IngenieurwissenschaftenInformatik 
Decoding Concurrent IEEE 802.11 Transmissions with Imprecise Synchronization
Future wireless communication systems are envisioned to meet stringent latency requirements to support control ...
IngenieurwissenschaftenElektrotechnik und InformationstechnikInformatik-
Deep Reinforcement Learning under Uncertainty
Traditionally robots have been used in factories in predefined structured environments. Recently, robots are employed ...
IngenieurwissenschaftenInformatik 
Determination of the Particle Loading of Drops in a Spray
Colloid suspension droplets are widely encountered in industrial processes, for instance fuels with dispersed, metallic ...
NaturwissenschaftenOptik, Quantenoptik und Physik der Atome, Moleküle und Plasmen
Fast Circularisation of Rydberg Atoms
Circular Rydberg states refer to the valence electron of a highly excited atom in a circular orbit. Due to their very ...
NaturwissenschaftenOptik, Quantenoptik und Physik der Atome, Moleküle und Plasmen-
Large-Scale Configuration Interaction for (Ab Initio) Nuclear Structure
The prime goal of ab initio nuclear structure theory is the description of strongly interacting systems starting from ...
NaturwissenschaftenOptik, Quantenoptik und Physik der Atome, Moleküle und Plasmen 
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 ...
IngenieurwissenschaftenInformatik
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 ...
IngenieurwissenschaftenInformatik-
Performance Analysis of BoSSS Solver Package
The Bounded Support Spectral Solver (BoSSS) is developed as a flexible solver package to enable research in (mostly) ...
IngenieurwissenschaftenInformatik -
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) ...
IngenieurwissenschaftenInformatik 
Robot Skill Learning
The project investigated probabilistic motor skill learning for simulated robots. In detail the project looked into the ...
IngenieurwissenschaftenInformatik-
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 ...
IngenieurwissenschaftenInformatik 
Ab-Initio Calculation of Fundamental Properties of Strained Heterostructures
Many opto-electronic devices, such as laser diodes, solar cells or semiconductor sensors, comprise of semiconductor ...
NaturwissenschaftenPhysik der kondensierten MaterieOptik, Quantenoptik und Physik der Atome, Moleküle und PlasmenIngenieurwissenschaftenMaterialwissenschaft
DFT Based Modeling of the Optical Properties of Dilute Bismides
For the modern communication and information technology semiconductors with improved optoelectronic properties are ...
NaturwissenschaftenPhysik der kondensierten MaterieOptik, Quantenoptik und Physik der Atome, Moleküle und PlasmenIngenieurwissenschaftenMaterialwissenschaft
Multiphoton PECD in the Ionization of Fenchone and Camphor by Short Intense Laser Pulses
Chiral molecules cannot be brought into coincidence with their mirror images. Therefore, a molecule and its mirror image ...
NaturwissenschaftenOptik, Quantenoptik und Physik der Atome, Moleküle und Plasmen-
Advanced Electro-Optical Modeling of III-Nitride Light Emitters
As part of the research group POLARCON, we intend to study the active region carrier dynamics in III-nitride light ...
NaturwissenschaftenOptik, Quantenoptik und Physik der Atome, Moleküle und Plasmen -
ALICE Experiment - The Search for Signatures of the Quark-Gluon Plasma
The group participates in the ALICE experiment at the Large Hadron Collider (LHC) at CERN. The research activities focus ...
NaturwissenschaftenOptik, Quantenoptik und Physik der Atome, Moleküle und Plasmen -
Automatische Hardwaresynthese für Löser von konvexen Optimierungsproblemen
Die konvexe Optimierung ist ein Teilgebiet der mathematischen Optimierung. Es gilt dabei eine bestimmte Größe ...
IngenieurwissenschaftenInformatik
