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1 to 10 of 186 Results
Workflow Manager(Universität Stuttgart)
Nov 27, 2023SimTech Software
Visualisation(Universität Stuttgart)
Nov 27, 2023SimTech Software
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...
Visual Analysis System for Scene-Graph-Based Visual Question Answering
Jul 25, 2023 - PN 6-4
Schäfer, Noel; Tilli, Pascal; Munz-Körner, Tanja; Künzel, Sebastian; Vidyapu, Sandeep; Vu, Ngoc Thang; Weiskopf, Daniel, 2023, "Visual Analysis System for Scene-Graph-Based Visual Question Answering", https://doi.org/10.18419/darus-3589, DaRUS, V1
Source code of our visual analysis system to explore scene-graph-based visual question answering. This approach is built on top of the state-of-the-art GraphVQA framework which was trained on the GQA dataset. Instructions on how to use our system can be found in the README.
Usability and Sustainability of Simulation Software(Universität Stuttgart)
Sep 21, 2021Institute for Parallel and Distributed Systems
Trained ANN Parameters for Physics-inspired Artificial Neural Network for Dynamic System
Jul 21, 2020 - PINN Dynamic System
Praditia, Timothy, 2020, "Trained ANN Parameters for Physics-inspired Artificial Neural Network for Dynamic System", https://doi.org/10.18419/darus-634, DaRUS, V1
This dataset contains four .xlsx files containing trained values of the ANN weights and biases, along with the hyperparameter values at the end of the training (with noisy dataset). These four files correspond to four different regularization methods.
Test Setup of Turbine Blade Data Mapping
Feb 14, 2022 - Usability and Sustainability of Simulation Software
Simonis, Frédéric; Davis, Kyle; Uekermann, Benjamin, 2022, "Test Setup of Turbine Blade Data Mapping", https://doi.org/10.18419/darus-2491, DaRUS, V1, UNF:6:9SbHetN1EMzpQrXWO5FEeA== [fileUNF]
Input data, scripts, and results of the data mapping tests of section 2.2 of "Chourdakis et al., preCICE v2 - A Sustainable and User-Friendly Coupling Library, 2022".
tBME project(Universität Stuttgart)
Nov 23, 2021Stochastic Simulation and Safety Research for Hydrosystems (LS3)
tBME project
Synthesis and Hydrolysis of Cephalexin
Feb 15, 2022 - EnzymeML at work
Lagerman, Colton, 2022, "Synthesis and Hydrolysis of Cephalexin", https://doi.org/10.18419/darus-2468, DaRUS, V1
Investigated was the synthesis and hydrolysis of cephalexin, and the hydrolysis of phenylglycine methyl ester by an amino ester hydrolase. The concentrations of all reactants over time were measured, for four different initial concentrations of cephalexin and phenylglycine methyl...
Surrogate models for groundwater flow simulations(Universität Stuttgart)
Jul 28, 2023Projects without PN Affiliation
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