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AM Bench 2022 challenge Macroscale Tensile Tests at Different Orientations (CHAL-AMB2022-04-MaTTO)
Data provided by National Institute of Standards and Technology
Additively manufactured (AM) laser powder bed fusion (PBF-L) Inconel 625 blocks were built with two different scan strategies: XY and X-only. 96 tensile specimens were extracted from blocks at different tensile axis orientations with respect to the build direction to yield the following conditions: XY scan strategy (0, 30, 45, 60, and 90 degree orientation w.r.t. build direction) and X-only scan strategy (0, 60, 90 degree orientation w.r.t.
Tags: AM Bench,benchmark,additive manufacturing,metal,mechanical characterization,microstructure characterization
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High Energy Arcing Fault (HEAF) Experiments - Medium Voltage Electrical Enclosures - Video
Data provided by National Institute of Standards and Technology
This dataset includes high definition video, thermal imaging video, and still images captured from the video. The video was recorded during full-scale High Energy Arcing Fault experiments in medium voltage electrical enclosures.
Tags: High Energy Arcing Fault,arc flash,electrical enclosure,electric arc,Fire Probabilistic Risk Assessment
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Computer Forensics Tool Testing (CFTT) Project Web Site
Data provided by National Institute of Standards and Technology
The Computer Forensics Tool Testing Program is a project in The Software and Systems Division supported by the Special Programs Office and the Department of Homeland Security. Through the Cyber Security Division Cyber Forensics project, the Department of Homeland Security's Science and Technology partners with the NIST CFTT project to provide forensic tool testing reports to the public.
Tags: computer forensics,tools
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Source: https://www.nist.gov/itl/ssd/software-quality-group/computer-forensics-tool-testing-program-cftt
Dataset for optical coherence tomography for label-free cell viability measurements in 3D tissue engineering scaffolds
Data provided by National Institute of Standards and Technology
In the field of tissue engineering, 3D scaffolds and cells are often combined to yield constructs that are used as therapeutics to repair or restore tissue function in patients. Viable cells are often required to achieve the intended mechanism of action for the therapy, where the live cells may build new tissue or may release factors that induce tissue regeneration. Thus, there is a need to reliably measure cell viability in 3D scaffolds as a quality attribute of a tissue-engineered medical product.
Tags: cell viability,tissue engineered scaffolds,3D imaging,optical coherence tomography,non-invasive imaging,label-free imaging
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Entropy Source Validation Client
Data provided by National Institute of Standards and Technology
This tool is a Python client that can interact with the NIST Entropy Source Validation Test System.
Tags: python,Entropy Source Validation Test System,NIST,CMVP,ESV Client
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Source: https://github.com/usnistgov/ESV-Server
Dataset for paper Y. Ma, S. Mosleh and J. Coder, "Analyzing 5G NR-U and WiGig Coexistence with Multiple-Beam Directional LBT," 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), 2022, pp. 272-275, doi: 10.1109/CCNC49033.2022.9700690
Data provided by National Institute of Standards and Technology
This project produces synthetic datasets of spectrum sharing simulation results (I/Q data, metadata, and KPIs).
Tags: wireless coexistence,Spectrum sharing,machine learning,wireless communications and networks,4G,5G,6G,Wi-Fi
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Dataset for paper Y. Ma, S. Mosleh and J. Coder, "Analyzing 5G NR-U and WiGig Coexistence with Multiple-Beam Directional LBT," 2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC), 2022, pp. 272-275, doi: 10.1109/CCNC49033.2022.9700690
Data provided by National Institute of Standards and Technology
This project produces synthetic datasets of spectrum sharing simulation results (I/Q data, metadata, and KPIs).
Tags: wireless coexistence,Spectrum sharing,machine learning,wireless communications and networks,4G,5G,6G,Wi-Fi
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Quantum State Inference Via Permutations In Hidden Markov Models
Data provided by National Institute of Standards and Technology
This Python software package provides functionality for inference of the initial state of a Hidden Markov Model (HMM), when we have access to permutations of the underlying states. We provide both analytical calculations to compute the probability of correct inference, and functionality for Monte Carlo computations. Further details are provided in arxiv:xxxx.xxxxxx.
Tags: quantum information theory,hidden markov model,quantum measurement,trapped ion
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Source: https://github.com/usnistgov/perm_hmm
Scripts, data and plotting for "Simplified algorithms for adaptive experiment design in parameter estimation" v.2
Data provided by National Institute of Standards and Technology
Examples of adaptive measurement protocols using optimal Bayesian experiment design. This dataset supports "Simplified algorithms for adaptive experiment design in parameter estimation", arXiv 2202.08344 and submitted to Physical Review Applied. The calculations use python package optbayesexpt, which is available from https://github.com/usnistgov/optbayesexpt. The software applies to measurements of parameters in nonlinear parametric models.
Tags: Bayesian,experiment design,experimental design,optimal design,adaptive protocol,adaptive measurement,parametric model,Ramsey,Lorentzian,particle filter,sequential Monte Carlo,utility function
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Supplemental Data and Source Code for ILSA Research
Data provided by National Institute of Standards and Technology
Source code associated with the Inverted Library Search Algorithm (ILSA) for identifying mixture components using is-CID mass spectra. This source code is frozen to accompany the manuscript titled "Updates to the Inverted Library Search Algorithm for mixture analysis" by Moorthy et. al.
Tags: mass spectrometry,Mixture Analysis,Search Algorithms,seized drug analysis
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