cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5574984
title: [ITU AI/ML Challenge 2021] Dataset IEEE 802.11ax Spatial Reuse

description: This dataset has been created for the problem statement ITU-ML5G-PS-004 of the ITU AI/ML Challenge (2021 edition). More information can be found here: https://challenge.aiforgood.itu.int/ and https://www.upf.edu/web/wnrg/2021-edition. The dataset contains the information of 2.000 IEEE 802.11ax deployments (divided into two different scenarios) at which the Basic Service Set (BSS) of interest applies different possible OBSS/PD thresholds in the context of the Spatial Reuse (SR) operation. In total, 21 OBSS/PD values are considered for each deployment, so the dataset includes 42.000 simulations, which are expected to be used for training Machine Learning (ML) and Federated Learning (FL) algorithms. More specifically, the dataset is divided as follows: <strong>Scenario 1:</strong> 1,000 different deployments with 2-6 APs and 1 STA per AP. A minimum distance limitation is applied, so that each AP different from AP_A is located at a minimum distance of 10 meters from that one. Each deployment is simulated for each of the 21 possible OBSS/PD thresholds in 11ax. Two files are considered: output_11ax_sr_simulations_sce1.txt: contains the output generated by the simulator for the deployments in Scenario 1. simulator_input_files_sce1.zip: contains the input files used by the simulator to simulate the deployments in Scenario 1. <strong>Scenario 2: </strong>1,000 different deployments with 2-6 APs and 1-4 STAs per AP. No distance limitation is applied. Each deployment is simulated for each of the 21 possible OBSS/PD thresholds in 11ax. Two files are considered: output_11ax_sr_simulations_sce2.txt: contains the output generated by the simulator for the deployments in Scenario 2. simulator_input_files_sce2.zip: contains the input files used by the simulator to simulate the deployments in Scenario 2. <strong>Test:</strong> 1,000 different deployments with 2-6 APs and 1-4 STAs per AP. No distance limitation is applied. A random OBSS/PD threshold is applied. Two files are considered: output_11ax_sr_simulations_test.txt: contains the output generated by the simulator for the evaluation deployments. The label (throughput) has been replaced with "0s". simulator_input_files_test.zip: contains the input files used by the simulator to simulate the evaluation deployments.
description: Error fixing in the simulator's outputs
DOI: 10.25721/n41t-bk22
title: Information sur le répertoire
DOI: 10.6084/m9.figshare.15048063.v1
title: SUPPLEMENTAL INFORMATION.pdf

description: Supplemental information for Jonsson et al. 2021
DOI: 10.25721/4a0m-sw38
title: Alhambra
DOI: 10.25721/h016-hx85
title: Alhambra
DOI: 10.25721/zhmt-g645
title: Liste du répertoire de Monsieur Emile Guenot
DOI: 10.25721/a4nc-dv81
title: Parisiana
DOI: 10.17632/ffwd8dz243.1
title: CESM1 1800year preindustrial run SST anomaly

description: The original data is downloded from https://www.earthsystemgrid.org/dataset/ucar.cgd.ccsm4.cesmLE.ocn.proc.monthly_ave.SST/file.html with login. It is 1800-year monthly sea surface temperature data from Community Earth System Model 1 (CESM1) preindustrial control run (Kay et al., 2015), with fixed radiative forcing at the level of year 1850. We interpolate the original data onto 2 latitude × 5 longitude grid. We calculate annual-mean anomalies and detrend the data. The mat file can be read by Matlab, including "SST_cesm1_pi" for annual-mean sea surface temperature anomalies, "loncesm1_pi" for longitude, "latcesm1_pi" for latitude, and "timelim_cesm1_pi" for the time length.
Kay, J. E., Deser, C., Phillips, A., Mai, A., Hannay, C., Strand, G., et al. (2015). The Community Earth System Model (CESM) large ensemble project: A community resource for studying climate change in the presence of internal climate variability. Bulletin of the American Meteorological Society, 96(8), 1333–1349. https://doi.org/10.1175/BAMS-D-13-00255.1
DOI: 10.17632/x7dyb86hwr.1
title: Unit cells to create an ordered porous structure with the same relative thickness.

description: The presented unit cells can be used to design a porous ordered structure. The structure is based on the triply periodic minimal surface of Schwarz type P. The material is obtained by patern in three directions the required number of times. The presented unit cells have the same relative thickness (the thickness of the cell to the edge of the cube in which it is inscribed).
DOI: 10.17632/tvc8zn2277.1
title: TIFAB Accelerates MLL-AF9Induced Acute Myeloid Leukemia Through Upregulation of HOXA9 

description: Original immunoblot data sets
DOI: 10.25721/2qae-6w24
title: Valse à Nana
DOI: 10.17632/xcstknyv39.1
title: Efficiency Improvements on a Compressed Air System in a Facility

description: This project is mainly focused on the possible efficiency aspects of compressed air systems which are being used in most of the factories as their main energy source. This can be considered as one of the main losses that most companies can avoid with less payback period. But as most of the companies do not focus much on these kinds of losses the research mainly focuses on avoiding such losses of the companies.
After considering all the energy efficiency aspects of a Compressed Air Energy System applying the Pareto rule, only the main energy avenues have been considered within the time frame. 
At first, the main energy loss(30%) was considered as leakage of the system. Quantifying the leak magnitude by several methods, leakage loss was calculated and confirmed. After further analysis of the system, a leak survey was done with the root causes that any compressed air system may have occurred. 
Then one of the open flow air consuming systems was considered. In this facility, knitting machines are the main open flow resource in which the air is consumed. Three main air nozzles have been used in a knitting machine and all are convergent type nozzles but not improved. Since the air nozzles are always operating with the operation procedure, it is more important to do improvements for the nozzles. After some literature survey and self-study, a high efficiency improved nozzle was introduced with the savings. Another open flow system that is used by the company is pneumatic air guns. A high-efficiency air gun was also considered in the study.
Then, the compressed air distribution lines were analyzed to check the flow rates, compressor capacities, and other aspects in order.
Finally, electric and hydraulic energy sources were compared with the existing pneumatic system for checking any replacement for saving the energy cost.
DOI: 10.17632/xgvm6kcvpr.1
title: Solar power based Energy Saving Air Conditioning System

description: According to the International Energy Association, the number of air conditioning units installed globally has jumped from about 1.6 billion to 5.6 billion today due to population growth, urbanization, etc. Therefore, the energy consumption for air conditioning has increased drastically. As well, the destruction done to the environment due to the usage of refrigerant gases with high ODP GWP values is immense.
This project is done with the main objective of working towards a sustainable environment. In order to do that we have focused our attention on Eco Friendly air conditioning and cost effective air conditioning. As well, to reduce the electricity consumption, solar energy – a renewable energy source will be used to a great extent.
The air conditioning unit consists of two main procedures. It is the dehumidification and the cooling.
Dehumidification is designed to be done using a desiccant wheel and the apparatus for cooling is fabricated. Due to the closure of universities, time was limited. Unfortunately, the simulations could not be done. However, the fabrication and assembly of components are successfully completed.
Designing calculations, results and the problems encountered during fabrication and assembly are discussed in this technical report.
DOI: 10.5281/zenodo.5541353
title: Data Experimental detection orbital diamagnetism graphene

description: Data from the main paper. Fig 2, 4 and the mathematica code for generating the theoretical M peaks in figure 3. Data of SM.
DOI: 10.5281/zenodo.5541352
title: Data Experimental detection orbital diamagnetism graphene

description: Data from the main paper. Fig 2, 4 and the mathematica code for generating the theoretical M peaks in figure 3. Data of SM.
DOI: 10.21227/kwwe-w726
title: EmergencyDentistHouston

description: Swollen gums :Avoiding dental emergencies or injuries is a costly mistake. Every kind of dental emergencies requires professional assistance and treatment to protect overall health. With so many kinds of dental problems, it’s hard to decide which one are more serious and need to be addressed on an immediate basis. Dental emergencies can strike you at any time no matter whether it's day or night. So it is best practice to have an emergency dentist on your side to address all your dental emergencies when you need it most. URBN Dental is an emergency dentist office with a team of the award-winning local emergency dentists who are dedicated to providing emergency dental services. We are conveniently located at 2400 Mid Ln. #350, Houston, TX 77027 to provide you with the best treatment at the time of pain. To book an appointment with us you can either visit our website or call us at 346-248-2704
DOI: 10.25375/uct.16810555
title: Toddler and Infant (TANDI) Health Related Quality of Life in Children 3-4 years

description: Data were collected from children aged 3-4 years with and without a health condition. Proxy respondents, typically a parent, completed the Toddler and Infant (TANDI) Health Related Quality of Life instrument, EQ-5D-Y-Proxy version 1 and the Paediatric Quality of Life Inventory (PedsQL). <br>Data is anonymised and all personal identifiers have been removed. Informed consent was obtained from all subjects involved in the study
DOI: 10.25375/uct.16810555.v1
title: Toddler and Infant (TANDI) Health Related Quality of Life in Children 3-4 years

description: Data were collected from children aged 3-4 years with and without a health condition. Proxy respondents, typically a parent, completed the Toddler and Infant (TANDI) Health Related Quality of Life instrument, EQ-5D-Y-Proxy version 1 and the Paediatric Quality of Life Inventory (PedsQL). <br>Data is anonymised and all personal identifiers have been removed. Informed consent was obtained from all subjects involved in the study
DOI: 10.5281/zenodo.5575041
title: Instances and solutions for the multi-depot electric vehicle scheduling problem with the objective of minimizing the fleet size (EVSP-MD-FS)

description: The set of instances and corresponding solutions, which were used in the computational study of the paper “Multi-depot electric vehicle scheduling to minimize the fleet size for non-linear battery recharging”.
DOI: 10.25721/fm7q-gw98
title: Frou-frou
DOI: 10.25721/cpca-s767
title: Information sur les bals de noces que Monsieur Guenot jouait et sur ses parents
DOI: 10.5281/zenodo.5575040
title: Broadstone Stream gut content data

description: This dataset contains feeding interactions on the organisms in Broadstone Stream. It also contains body sizes of individuals, and abundances.
DOI: 10.5281/zenodo.5575039
title: Broadstone Stream gut content data

description: This dataset contains feeding interactions on the organisms in Broadstone Stream. It also contains body sizes of individuals, and abundances.
DOI: 10.6084/m9.figshare.16817611
title: Untitled Item

description: To study the phylogenetic relationship of <i>H.dentata</i>, a phylogenetic analysis was performed based on the complete chloroplast genome sequences of 16 species including the <i>H.dentata</i> chloroplast genome assembled in this study from Orchidaceae and two species from other family. The chloroplast genomes of 17 species were downloaded from the NCBI GenBank database. The sequences were aligned using MAFFT v7 (Mayor et al. 2000). Then we constructed the phylogenetic tree using Maximum Likelihood (ML) method by RAxML 7.0.4 (Stamatakis 2006) with 1000 replicates under the GTR + CAT model. <i>Iris setosa</i> and <i>Iris uniflora</i> were designated as outgroup species. The phylogenetic tree indicated that <i>H.dentata</i> was most closely related to <i>H.chejuensis</i>, as expected (Figure 1). The data of the complete cp genome of <i>H.dentata</i> provided an essential clue for better understanding the phylogeney and biodiversity of Habenaria.
DOI: 10.6084/m9.figshare.16817611.v1
title: Untitled Item

description: To study the phylogenetic relationship of <i>H.dentata</i>, a phylogenetic analysis was performed based on the complete chloroplast genome sequences of 16 species including the <i>H.dentata</i> chloroplast genome assembled in this study from Orchidaceae and two species from other family. The chloroplast genomes of 17 species were downloaded from the NCBI GenBank database. The sequences were aligned using MAFFT v7 (Mayor et al. 2000). Then we constructed the phylogenetic tree using Maximum Likelihood (ML) method by RAxML 7.0.4 (Stamatakis 2006) with 1000 replicates under the GTR + CAT model. <i>Iris setosa</i> and <i>Iris uniflora</i> were designated as outgroup species. The phylogenetic tree indicated that <i>H.dentata</i> was most closely related to <i>H.chejuensis</i>, as expected (Figure 1). The data of the complete cp genome of <i>H.dentata</i> provided an essential clue for better understanding the phylogeney and biodiversity of Habenaria.
DOI: 10.25721/maax-a061
title: Information sur les noces et le "réveil" des mariés
DOI: 10.6084/m9.figshare.11816430
title: Data from: Marine cleaning mutualism defies standard logic of supply and demand

description: Market effects in a cleaner fish system<br>
DOI: 10.17037/data.00002543
title: Search strategies for: Whole-school interventions promoting student commitment to school to prevent substance abuse and violence and improve educational attainment

description: Complete search strategies to find information on whole-school interventions promoting student commitment to school to prevent substance abuse and violence and improve educational attainment. Searches are reproduced for 19 sources covering three concepts: Concept 1: population (children and young people aged 5-18 years attending school); Concept 2: intervention (whole-school interventions which have an impact on levels of violence, substance abuse, or educational attainment); Concept 3: quantitative study methodologies. These concepts were combined using the Boolean operator AND.
DOI: 10.25721/p6dh-7z21
title: Information sur les charivaris
DOI: 10.21227/21wx-kh75
title: Kinect v2 skeleton datasets of simulated abnormal gaits

description: Skeleton datasets for Normal, Antalgic, Stiff legged, Lurching, Steppage, and Trendelenburg gaits.
DOI: 10.25721/48qb-0q48
title: Information sur les hautbois d'écorce
DOI: 10.34812/6ch4-rp49
title: LiDAR point-cloud: George IV Bridge, National Library of Scotland
DOI: 10.25721/p3yg-dy97
title: Dans le jardin de ma tante
DOI: 10.5281/zenodo.5575058
title: [ITU AI/ML Challenge 2021] Dataset IEEE 802.11ax Spatial Reuse

description: This dataset has been created for the problem statement ITU-ML5G-PS-004 of the ITU AI/ML Challenge (2021 edition). More information can be found here: https://challenge.aiforgood.itu.int/ and https://www.upf.edu/web/wnrg/2021-edition. The dataset contains the information of 2.000 IEEE 802.11ax deployments (divided into two different scenarios) at which the Basic Service Set (BSS) of interest applies different possible OBSS/PD thresholds in the context of the Spatial Reuse (SR) operation. In total, 21 OBSS/PD values are considered for each deployment, so the dataset includes 42.000 simulations, which are expected to be used for training Machine Learning (ML) and Federated Learning (FL) algorithms. More specifically, the dataset is divided as follows: <strong>Scenario 1:</strong> 1,000 different deployments with 2-6 APs and 1 STA per AP. A minimum distance limitation is applied, so that each AP different from AP_A is located at a minimum distance of 10 meters from that one. Each deployment is simulated for each of the 21 possible OBSS/PD thresholds in 11ax. Two files are considered: output_11ax_sr_simulations_sce1.txt: contains the output generated by the simulator for the deployments in Scenario 1. simulator_input_files_sce1.zip: contains the input files used by the simulator to simulate the deployments in Scenario 1. <strong>Scenario 2: </strong>1,000 different deployments with 2-6 APs and 1-4 STAs per AP. No distance limitation is applied. Each deployment is simulated for each of the 21 possible OBSS/PD thresholds in 11ax. Two files are considered: output_11ax_sr_simulations_sce2.txt: contains the output generated by the simulator for the deployments in Scenario 2. simulator_input_files_sce2.zip: contains the input files used by the simulator to simulate the deployments in Scenario 2. <strong>Test:</strong> 1,000 different deployments with 2-6 APs and 1-4 STAs per AP. No distance limitation is applied. A random OBSS/PD threshold is applied. Two files are considered: output_11ax_sr_simulations_test.txt: contains the output generated by the simulator for the evaluation deployments. The label (throughput) has been replaced with "0s". simulator_input_files_test.zip: contains the input files used by the simulator to simulate the evaluation deployments.
description: Error fixing in the simulator's outputs
DOI: 10.25721/1xjy-qq13
title: Ah ! les noces
DOI: 10.5517/cc8jp2j
title: CCDC 254357: Experimental Crystal Structure Determination

description: Related Article: Yanfei Qi|2015|CSD Communication|||
DOI: 10.5517/cc8nmr8
title: CCDC 258160: Experimental Crystal Structure Determination

description: Related Article: Yanfei Qi|2015|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc21wwzt
title: CCDC 1903647: Experimental Crystal Structure Determination

description: Related Article: Ling Ding|2019|CSD Communication|||
description: Related Article: Ling Ding, Bo Jin, Zhicheng Guo, Yang Zhao, Junjie Chen, Rufang Peng|2019|Org.Lett.|21|9924|doi:10.1021/acs.orglett.9b03862
DOI: 10.5517/ccdc.csd.cc234t14
title: CCDC 1941035: Experimental Crystal Structure Determination

description: Related Article: Marcus R. Bond|2019|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc250sgg
title: CCDC 1996755: Experimental Crystal Structure Determination

description: Related Article: Jason M. Lynam, Lewis M. Hall, John M. Slattery, Adrian C. Whitwood|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc25bqx5
title: CCDC 2006317: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25bqy6
title: CCDC 2006318: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25bqz7
title: CCDC 2006319: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25br09
title: CCDC 2006320: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25br1b
title: CCDC 2006321: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25br2c
title: CCDC 2006322: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25br3d
title: CCDC 2006323: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25br4f
title: CCDC 2006324: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25br5g
title: CCDC 2006325: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25br7j
title: CCDC 2006327: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25br8k
title: CCDC 2006328: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25br9l
title: CCDC 2006329: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25brbm
title: CCDC 2006330: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25brcn
title: CCDC 2006331: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25brdp
title: CCDC 2006332: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25brfq
title: CCDC 2006333: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25brgr
title: CCDC 2006334: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25brhs
title: CCDC 2006335: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25brjt
title: CCDC 2006336: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25brkv
title: CCDC 2006337: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25brlw
title: CCDC 2006338: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25b7wn
title: CCDC 2005851: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x
DOI: 10.5517/ccdc.csd.cc25b7xp
title: CCDC 2005852: Experimental Crystal Structure Determination

description: Related Article: Jordan A. Herder, Benjamin W. Walusiak, Christopher L. Cahill|2021|J.Chem.Cryst.|51|317|doi:10.1007/s10870-020-00858-x