Contributors: Mohamed Amine Bouhlel, Sicheng HE, Joaquim R. R. A. Martins
... This data set contains scripts and dataset needed to reproduce the results in the following paper: Mohamed Amine Bouhlel, Sicheng He, and Joaquim R. R. A. Martins. Scalable gradient-enhanced artificial neural networks forairfoil shape design in the subsonic and transonic regimes. In this paper, we mainly produced three studies: * An analytical test case stored in the repository "Rosenbrock": This repository contains the dataset for running the training and validation of the models. It also contains three repositories ANN, SANN, and mSANN that contains the scripts needed to rerun the models, respectively. * The airfoil shape design analysis test case in both subsonic and transonic regimes in the repository "Analysis/mSANN": This repository contains three repositories "cd", "cl", and "cd" for training the mSANN model on the aerodynamic coefficients. Each sub-repository contains the dataset (for training, validation, and testing the model) and two script files run.py and prediction.py for training the neural network and make predictions. * The airfoil shape design optimization test case in both subsonic and transonic regimes in the repossitory "Optimization": This repository contains two repositories "subsonic" and "transonic" for running an optimization either using the mSANN model or CFD.
Contributors: khalid aloufi
... Quran Dataset is a collection of different format of the Holy book of Quran. The dataset is presented in the original file in word format. also, for database application developer or researcher, the SQL files are available as well. For Semantic web application, the RDF resources are available. From the RDF files small part of the figure are developed in SVG format, which can be extended to all file using different tools to transform RDF to figure files. Another format is available , which is the CSV format , which can be used to view the data in any text editor program such as MS Excel or simple text editors. All format are made available for the help of researcher or developer.
Contributors: Alexey Ukhalov
... The data set contains matrices having maximal known determinant of various orders (up to 119). Data taken from the site http://www.indiana.edu/~maxdet/ In our dataset, matrices are presented in machine-readable form, convenient for use in programs. We used these data in the preparation of articles 1) Nevskii, M.V. & Ukhalov, A.Y. On Minimal Absorption Index for an n-Dimensional Simplex. Automatic Control and Computer Sciences. 2018. Volume 52, Issue 7, pp 680–687. https://doi.org/10.3103/S0146411618070209 In Russian: Nevskii M.V., Ukhalov A.Y. On Minimal Absorption Index for an n-Dimensional Simplex. Modeling and Analysis of Information Systems. 2018. Volume 25, No 1, pp. 140-150. (In Russ.) https://doi.org/10.18255/1818-1015-2018-1-140-150 2) Nevskii, M.V. & Ukhalov, A.Y. On Optimal Interpolation by Linear Functions on n-Dimensional Cube. Automatic Control and Computer Sciences. 2018. Volume 52, Issue 7, pp 828–842. https://doi.org/10.3103/S0146411618070283 In Russian: Nevskii M.V., Ukhalov A.Y. On Optimal Interpolation by Linear Functions on an n-Dimensional Cube. Modeling and Analysis of Information Systems. 2018. Volume 25, No 3, pp. 291-311. (In Russ.) https://doi.org/10.18255/1818-1015-2018-3-291-311 3) Nevskii, M. and Ukhalov, A. Properties of (0, 1)-matrices of order n having maximal determinant. Mathematical notes of NEFU. 2019. Volume 26, No 2, pp. 109-115. https://doi.org/10.25587/SVFU.2019.102.31516 Definitions, basic facts and formulas can be found in the listed works. See also the bibliography in these articles. We also present some programs in the Wolfram Language that were used in the above researches. Each file is presented in three formats: Wolfram Mathematica Notebook, PDF, and Plain Text. Files: 1) Matrices_Plus_Minus_One_MaxDet - matrices of various order 2) Hadamard_24 - sixty Hadamard matrices of order 24 3) Calculating_Procedures - some functions for processing matrices 4) Tests - examples of using functions and calculations with data
Contributors: Kirill Mikhailov, Viatcheslav ivanenko
... Supplementary material for: Mikhailov, K.V., Ivanenko, V.N. (2019). https://doi.org/10.1016/j.ympev.2019.106574 Funding: The reanalysis of the dataset was conducted with support of the Russian Foundation for Basic Research (grants #18-04-01192).
Contributors: Eusebio de la Fuente
... This dataset contain the code, test videos and the results of the developed algorithm. The detection is based on texture analysis using the LBP technique.
Contributors: Juan_Gabriel Rueda-Bayona
... the folder contains input and setup files of the article An Alternative Method to Determine Extreme Hydrodynamic Forces with Data Limitations for Offshore Engineering
Contributors: Hyungjun Cho, Peng Liu, Jothir Pichanndi, Taunia Closson, Daniel Majonis, Patricia Leighton, Eric Swanson, olga ornatsky, Vladimir Baranov, Mitchell Winnik
... MCP for Zr and its Use in CyTOF
Contributors: Denis Mikryukov
... Here we store the coefficients of the planetary disturbing function in computer-readable form. These were obtained by Maxima computer algebra system. The method is described by Laskar and Robutel (CMDA, 62, 193-217, 1995). We should note that our coefficients of secular Hamiltonian up to degree 4 coincide with those presented by Laskar and Robutel (see Section 7, CMDA, 62, 193-217, 1995). Therefore we hope that our expansions are error free. We plan to provide more thorough and complete comments on all of these data in the near future.
Data for: Evaluation of implants placed in preserved sockets versus fresh sockets on tissue preservation and esthetics: Meta-analysis and systematic review
Contributors: Sijing Xie, Qingang Hu, Yongbin Mu, Li Wu, Xuna Tang, Weibin Sun, Jie Yang, Xin Zhou
... The files showed phased objectives of literature search and selection and statistical analysis, which could be of some help to understand our studies better.