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Displaying 1 - 9 of 9
A Gaussian Approximation Potential for Silica
For the understanding of materials it is often necessary to analyse them on the atomic scale. Molecular dynamics is a ...
IngenieurwissenschaftenMaterialwissenschaft
An Atomic Scale Perspective of Deformation Mechanims of Metallic Glasses
Holding unique characteristics, such as a high strength and large elastic limit, metallic glasses are advanced materials ...
IngenieurwissenschaftenMaterialwissenschaft
Improved Dynamics in Hybrid Particle-Field Simulations of Polymers With Slip-Spring Model
Entanglements between polymer chains are demonstrated as one of the key factors to modulate the macroscopic physical ...
NaturwissenschaftenPhysikalische und Theoretische Chemie
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
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-
Performance Modeling at a Discount
Identifying scalability bugs in parallel applications is a vital but also laborious and expensive task. Empirical ...
IngenieurwissenschaftenInformatik 
Phase Diagram Calculations for Interatomic Potentials
Understanding the behavior of different materials not only furthers general knowledge, but can also often be used for ...
NaturwissenschaftenStatistische Physik, Weiche Materie, Biologische Physik, Nichtlineare Dynamik-
Stochastic Search for Applications in Robotics
Stochastic-search algorithms are problem independent algorithms well-suited for black-box optimization of an objective ...
IngenieurwissenschaftenInformatik 
Structure-Property Relationships in Metallic Glasses
The current limits of metallic glasses are tied to their brittle behavior at room temperature [1]. To overcome brittle ...
IngenieurwissenschaftenMaterialwissenschaft
