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111 to 120 of 139 Results
Visual Analytics System for Hidden States in Recurrent Neural Networks
Sep 10, 2021 - PN 6-4
Munz, Tanja; Garcia, Rafael; Weiskopf, Daniel, 2021, "Visual Analytics System for Hidden States in Recurrent Neural Networks", https://doi.org/10.18419/darus-2052, DaRUS, V1
Source code of our visual analytics system for the interpretation of hidden states in recurrent neural networks. This project contains source code for preprocessing data and the visual analytics system. Additionally, we added precomputed data for immediate use in the visual analy...
Simulation input scripts for "Electronic screening using a virtual Thomas-Fermi fluid for predicting wetting and phase transitions of ionic liquids at metal surfaces"
Aug 20, 2021 - Paper Nature Materials 2021
Schlaich, Alexander, 2021, "Simulation input scripts for "Electronic screening using a virtual Thomas-Fermi fluid for predicting wetting and phase transitions of ionic liquids at metal surfaces"", https://doi.org/10.18419/darus-2115, DaRUS, V1
This dataset includes the basic simulation scripts needed in order to reproduce the data shown in "Electronic screening using a virtual Thomas-Fermi fluid for predicting wetting and phase transitions of ionic liquids at metal surfaces". The folder structure corresponds to the ind...
Paper Nature Materials 2021(Universität Stuttgart)
Aug 18, 2021Imperfect metals, Thomas-Fermi screening
Supplementary information for the paper to be published in Nature Materials.
Imperfect metals, Thomas-Fermi screening(Universität Stuttgart)
Aug 18, 2021PN 1-8
Simulation input and data as well as analytical calculations and supplementary files regarding the behavior of charged/ionic matter at imperfect metal surfaces.
PN 1-8(Universität Stuttgart)
Aug 18, 2021PN 1
SimTech Project PN 1-8 "Bottom-up modeling of hierarchical porous electrode materials via molecular simulation"
Computational Cognitive Science(Universität Stuttgart)
Jun 15, 2021PN 7
Data collections by the Stuttgart CCS group, mostly Encephalography, Eye-Tracking and human behavior data.
NMTVis - Trained Models for our Visual Analytics System
May 26, 2021 - PN 6-4
Munz, Tanja; Väth, Dirk; Kuznecov, Paul; Vu, Ngoc Thang; Weiskopf, Daniel, 2021, "NMTVis - Trained Models for our Visual Analytics System", https://doi.org/10.18419/darus-1850, DaRUS, V1
Trained models and vocabulary files for the use in our visual analytics system NMTVis. There are models for German to English and vice versa available for an LSTM-based and the Transformer architecture.
NMTVis - Neural Machine Translation Visualization System
May 26, 2021 - PN 6-4
Munz, Tanja; Väth, Dirk; Kuznecov, Paul; Vu, Ngoc Thang; Weiskopf, Daniel, 2021, "NMTVis - Neural Machine Translation Visualization System", https://doi.org/10.18419/darus-1849, DaRUS, V1
NMTVis is a web-based visual analytics system to analyze, understand, and correct translations generated with neural machine translation. First, a document can be translated using a neural machine translation model (we support an LSTM-based and the Transformer architecture). Afte...
A Data Set for Research on Data-based Methods for an Omnidirectional Mobile Robot
A Data Set for Research on Data-based Methods for an Omnidirectional Mobile Robot
May 21, 2021 - PN 4-4
Eschmann, Hannes, 2021, "A Data Set for Research on Data-based Methods for an Omnidirectional Mobile Robot", https://doi.org/10.18419/darus-1845, DaRUS, V1
The intend of this data set is the cooperation within SimTech. It will be particularly interesting for data-based modeling and control which is a key area of the research of project network 4. We are proud to provide real-world data, which is essential for the benchmark of any da...
PN 4-4(Institute of Engineering and Computational Mechanics, Universität Stuttgart)
May 10, 2021PN 4
Bridging the gap between theoretic research in distributed and learning-based model predictive control and multi-agent applications.
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