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Pharmaceutical polymorph identification and multicomponent particle mapping with non-negative matrix factorization
Data provided by National Institute of Standards and Technology
This data publication contains the code and demonstration data from a study using non-negative matrix factorization to learn, characterize, and chemically map crystal polymorphs at the single particle scale from high spatial resolution time-of-flight secondary ion mass spectrometry (ToF-SIMS) images. The data from this study includes the ToF-SIMS chemical imaging of three inkjet printed arrays of acetaminophen deposits, corresponding THz Raman spectra, and ToF-SIMS chemical images of a pure acetaminophen powder and a migraine medicine.
Tags: Unsupervised machine learning; Non-negative matrix factorization; ToF-SIMS; THz Raman Spectroscopy; Polymorph; Pharmaceuticals; Chemical mapping
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Quasi-continuous voltage standard using sinusoidal and pulse-driven Josephson junction arrays
Data provided by National Institute of Standards and Technology
Dataset for multiple publishable figures in the paper entitled "Quasi-continuous voltage standard using sinusoidal and pulse-driven Josephson junction arrays" submitted to Meas. Sci. and Tech. journal. Figure 3. (a) Pattern of pulses used to generate a dc voltage of 0.2 V, (b) difference from the nominal of the voltage measured using the K3458A versus dc bias current for different RF power biases.Figure 4. PD JJA voltage difference from nominal, measured with a K3458A, versus dc bias current for different pulse patterns and repetition frequencies.Figure 5.
Tags: Josephson arbitrary waveform synthesizer,Josephson junction,Josephson standards,programmable Josephson voltage standard,quantum electrical standards,voltage generation.
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RGTM 10169
Data provided by National Institute of Standards and Technology
NIST developed a reference material consisting of synthetic fragments of the SARS-CoV-2 virus RNA, which is the target of molecular diagnostic tests. These RNA fragments can assist in the development and validation of RT-qPCR assays for the detection SARS-CoV-2. The RNA fragments are characterized for concentration using digital PCR methods, may be used to assess limits of detection for SARS-CoV-2 assays, and may calibrate other in-house or commercial SARS-CoV-2 controls. This dataset includes data used for RTGM 10169 SARs-Cov-2 Research Grade Test Material validation.
Tags: virus,SRM,reference material,DNA,sequencing,PCR,digital PCR,Biosciences and Health
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Source: https://github.com/usnistgov/RGTM10169
Simulated X-ray computed tomography (XCT) and ground truth images of cylindrical sample with randomly distributed spherical pores
Data provided by National Institute of Standards and Technology
X-ray computed tomography (XCT) datasets with known ground truth pores were developed using realistic XCT simulation. Non-overlapping spherical pores of varying sizes are randomly distributed in a cylindrical part near surfaces and within the core. Ground truth data, ground truth binary data, and reconstructed data for three different signal-to-noise ratios (SNRs) are provided. The data set can be used for evaluation and comparison of image segmentation/detection algorithms.
Tags: x-ray computed tomography,defect,flaw,additive manufacturing,image segmentation,evaluation metrics,ground truth data,Non-destructive evaluation
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Reproducible Code for Fitting Ancillary curves for the PC-SAFT equation of state
Data provided by National Institute of Standards and Technology
This dataset includes the code needed to reproduce all the results from "Superancillary equations for PC-SAFT" by Ian Bell (NIST) and Ulrich Deiters (Cologne).It includes C++ code for the development of the formulation, and the scripts and other files needed to build the python package and build all the plots from the publicationSee the README.md file for more detailed information of the contents
Tags: algorithms,equation of state,arbitrary precision,Chebyshev expansion,superancillary
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Source: https://github.com/usnistgov/SAFTsuperanc
Primary measurement of gaseous elemental mercury concentration with a dynamic range of six decades
Data provided by National Institute of Standards and Technology
Data for "Primary measurement of gaseous elemental mercury concentration with a dynamic range of six decades" article for submission
Tags: Primary method; SI Traceability; Absolute Concentration; Reference-material free; Gaseous Elemental Mercury; Atmosphere; ambient; emission; Line profile; LDL; Dynamic Range; Multipass Cell; Primary Standard; FHG laser; uv,tunable frequency laser; Allan deviation
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Data for manuscript entitled "Time Programmable Frequency Comb: Generation and Application to Quantum-Limited Dual-Comb Ranging"
Data provided by National Institute of Standards and Technology
Data for the figures in the manuscript entitled "Time Programmable Frequency Comb: Generation and Application to Quantum-Limited Dual-Comb Ranging"
Tags: frequency comb; ranging;
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"High dynamic range electro-optic dual-comb interrogation of optomechanical sensors" to be published in Optics Letters.
Data provided by National Institute of Standards and Technology
"High dynamic range electro-optic dual-comb interrogation of optomechanical sensors" to be published in Optics Letters.
Tags: Sensors,optical frequency combs,accelerometry
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Expansivity of fused quartz glass measured within 6 x 10^-10 /K
Data provided by National Institute of Standards and Technology
Supplemental material to the article "Expansivity of fused quartz glass measured within 6 x 10^-10 /K" by P F Egan in International Journal of Thermophysics 2024.
Tags: thermal expansion coefficient,fused quartz glass,reference material
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Conversion of a piston-cylinder dimensional dataset to the effective area of a mechanical pressure generator
Data provided by National Institute of Standards and Technology
Dataset and scripts supporting the article "D-to-A_eff converter", a proceeding presented at the NCSLI Workshop & Symposium 2022, Grapevine TX.The dataset consists of two main parts: dimensional measurements and conversion scripts.
Tags: piston gage,generatrix,effective area,diameter
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