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Supporting data for "DNA polymerase characteristics influence noise levels in sequencing of short tandem repeats"
Data provided by National Institute of Standards and Technology
Polymerase chain reaction (PCR) applications including sequencing rely on accurate thermostable DNA polymerases. Polymerization errors may hinder the detection of low-level DNA variants such as mutations in clinical samples or DNA from minor contributors in crime scene traces. Short Tandem Repeat (STR) markers are particularly affected by artefacts. Apart from the regular random base substitutions, the repeated structure of STRs makes them prone to formation of stutter products. However, the mechanisms leading to stutter formation have not yet been fully elucidated.
Identifier: ark:/88434/mds2-4088
Modified:
Pelicun-LCA
Data provided by National Institute of Standards and Technology
Python library for building life cycle assessment in NHERI SimCenter's Pelicun tool
Identifier: ark:/88434/mds2-4110
Modified:
Source: https://github.com/usnistgov/Pelicun-LCA
Manufactured Housing Wildland-Urban Interface (WUI) Fire Smoke Study Python Scripts
Data provided by National Institute of Standards and Technology
This repository contains Python analysis scripts for evaluating indoor air quality during simulated wildfire smoke infiltration events in a manufactured home test structure. The research investigates the effectiveness of various mitigation strategies, including portable air cleaners, HVAC filtration systems, and compartmentalization approaches for protecting indoor environments from wildfire smoke.
Identifier: ark:/88434/mds2-4025
Modified:
AM Bench 2025 Measurement Results Data: Optical Microscopy of arrays of adjacent laser tracks (pads) on alloy 718 plate
Data provided by National Institute of Standards and Technology
The dataset is melt pool cross-sectional microscopy and measurements for 2D arrays of laser tracks on solid metal IN718 plates and single layers of IN718 powder on solid metal IN718 plates. The primary laser parameters such as laser power, speed, and spot diameter, and hatch spacing were fixed. The pad geometry, laser turnaround time (i.e., skywriting time), and powder layer thickness were the investigated variables. The experiments were part of AM Bench 2025 (AMB2025-06 and AMB2025-07 benchmarks).
Identifier: ark:/88434/mds2-4103
Modified:
Economic Census: Health Care and Social Assistance: Sales, Value of Shipments, or Revenue for Telemedicine Services for the U.S. and States : 2022
Data provided by United States Census Bureau
This dataset presents statistics for Health Care and Social Assistance: Sales, Value of Shipments, or Revenue for Telemedicine Services for the U.S. and States
Identifier: https://api.census.gov/data/id/ECNTELEMEDS2022
Tags: census
Modified:
Source: http://api.census.gov/data/2022/ecntelemeds
Affinis: tools for inferring relations from co-occurrence data
Data provided by National Institute of Standards and Technology
Affinis is a tool for assisting in unsupervised structure learning on sparse, binary data. For large (sparse) feature matrices, especially ones with binary-valued entries, techniques to figure out the underlying structure of the feature space are widely varied, and different communities have widely different practices and assumptions for what is an appropriate approach. Affinis provides reference implementations for many of these methods, with a consistent API to enable community adoption and a shared benchmarking environment.
Identifier: ark:/88434/mds2-4107
Modified:
Source: https://github.com/usnistgov/affinis
A fabrication-motivated model for improving simulations of on-wafer transmission lines
Data provided by National Institute of Standards and Technology
This data repository is the basis for the figures in the manuscript "A Fabrication-motivated Model for Improving Simulations of On-wafer Transmission Lines", F. Bergmann et al. (2026), accepted for publications in IEEE MWTL. The abstract is as follows:
Identifier: ark:/88434/mds2-4022
Modified:
ZenoWrapper: Accessing Hydrodynamic and Electronic Properties through MDAnalysis
Data provided by National Institute of Standards and Technology
ZENO computes hydrodynamic and electronic properties using numerical path integration techniques based on Brownian motion Monte Carlo methods. These methods provide stochastic solutions to elliptic partial differential equations, which represent the desired material properties or serve as intermediates for their computation. The mathematical framework maps these problems onto the electrostatic capacitance problem, where the stochastic solution corresponds to the probability of a random walk from infinity hitting the material's surface.
Identifier: ark:/88434/mds2-4099
Modified:
Source: https://github.com/usnistgov/zenowrapper
Public Sector: Public Employment and Payroll: 1992-2025
Data provided by United States Census Bureau
This dataset presents statistics from the Census of Governments, Public Employment and Payroll conducted every five years (years ending in '2' and '7') and from the Annual Survey of Public Employment and Payroll in intermediate years. These programs identify the scope and nature of the nation's state and local government sector providing authoritative benchmark figures of public employment and payroll. Data are shown for the month of March for the given reference period.
Identifier: https://api.census.gov/data/id/GOVSEMPTIMESERIES
Tags: census
Modified:
Source: http://api.census.gov/data/timeseries/govsemp
Public Sector: State Government Tax Collections: 2016 - 2025
Data provided by United States Census Bureau
This dataset presents statistics from the Census of Governments, State Government Tax Collections conducted every five years (years ending in '2' and '7') and from the Annual Survey of State Government Tax Collections in intermediate years. These programs identify the scope and nature of the nation's state government sector providing authoritative benchmark figures of state government tax collections. Data are shown for the fiscal year for the given reference period.
Identifier: https://api.census.gov/data/id/GOVSSTATETAXTIMESERIES
Tags: census
Modified: