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<a class="usa-nav__link" href="/publications">Publications</a>
|
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</li>
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<li class="usa-nav__primary-item">
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<button class="usa-accordion__button usa-nav__link" aria-expanded="false" aria-controls="primary_menu-2"><span>What We Do</span></button>
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<li class="usa-nav__submenu-item">
|
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<a href="/topics" class="usa-nav__link">All Topics</a>
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<li class="usa-nav__submenu-item">
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<a href="/advanced-communications" class="usa-nav__link">Advanced communications</a>
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<a href="/artificial-intelligence" class="usa-nav__link">Artificial intelligence</a>
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<a href="/bioscience" class="usa-nav__link">Bioscience</a>
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<li class="usa-nav__submenu-item">
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<a href="/buildings-construction" class="usa-nav__link">Buildings and construction</a>
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<a href="/chemistry" class="usa-nav__link">Chemistry</a>
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<a href="/cybersecurity" class="usa-nav__link">Cybersecurity</a>
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<a href="/electronics" class="usa-nav__link">Electronics</a>
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<a href="/energy" class="usa-nav__link">Energy</a>
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</ul></div><div class="column-break tablet:grid-col-fill"><ul class="usa-nav__submenu-list">
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<a href="/environment" class="usa-nav__link">Environment</a>
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<a href="/fire" class="usa-nav__link">Fire</a>
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<a href="/forensic-science" class="usa-nav__link">Forensic science</a>
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<a href="/health" class="usa-nav__link">Health</a>
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<a href="/information-technology" class="usa-nav__link">Information technology</a>
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<a href="/infrastructure" class="usa-nav__link">Infrastructure</a>
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<a href="/manufacturing" class="usa-nav__link">Manufacturing</a>
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<a href="/materials" class="usa-nav__link">Materials</a>
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<a href="/mathematics-statistics" class="usa-nav__link">Mathematics and statistics</a>
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</ul></div><div class="column-break tablet:grid-col-fill"><ul class="usa-nav__submenu-list">
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<li class="usa-nav__submenu-item">
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<a href="/metrology" class="usa-nav__link">Metrology</a>
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<li class="usa-nav__submenu-item">
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<a href="/nanotechnology" class="usa-nav__link">Nanotechnology</a>
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<li class="usa-nav__submenu-item">
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<a href="/neutron-research" class="usa-nav__link">Neutron research</a>
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<a href="/performance-excellence" class="usa-nav__link">Performance excellence</a>
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<a href="/physics" class="usa-nav__link">Physics</a>
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<li class="usa-nav__submenu-item">
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<a href="/public-safety" class="usa-nav__link">Public safety</a>
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<li class="usa-nav__submenu-item">
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<a href="/quantum-information-science" class="usa-nav__link">Quantum information science</a>
|
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<li class="usa-nav__submenu-item">
|
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<a href="/resilience" class="usa-nav__link">Resilience</a>
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</li>
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<li class="usa-nav__submenu-item">
|
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<a href="/standards" class="usa-nav__link">Standards</a>
|
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</li>
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<li class="usa-nav__submenu-item">
|
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<a href="/transportation" class="usa-nav__link">Transportation</a>
|
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</li>
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</ul>
|
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</div>
|
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</div>
|
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</div>
|
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</li>
|
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<li class="usa-nav__primary-item">
|
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|
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<button class="usa-accordion__button usa-nav__link" aria-expanded="false" aria-controls="primary_menu-3"><span>Labs & Major Programs</span></button>
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<div id="primary_menu-3" class="usa-nav__submenu usa-megamenu">
|
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|
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<div class="grid-row">
|
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<div class="tablet:grid-col-fill"><ul class="usa-nav__submenu-list">
|
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|
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<li class="usa-nav__submenu-item">
|
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|
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<a href="/adlp" class="usa-nav__link">Assoc Director of Laboratory Programs</a>
|
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|
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</li>
|
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|
|
<li class="usa-nav__submenu-item">
|
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|
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<a href="/laboratories" class="usa-nav__link">Laboratories</a>
|
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|
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<ul class="usa-nav__submenu-list">
|
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|
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<li>
|
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|
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<a href="/ctl" class="usa-nav__link">Communications Technology Laboratory</a>
|
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|
|
</li>
|
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|
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<li>
|
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|
|
<a href="/el" class="usa-nav__link">Engineering Laboratory</a>
|
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|
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</li>
|
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|
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<li>
|
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|
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<a href="/itl" class="usa-nav__link">Information Technology Laboratory</a>
|
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|
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</li>
|
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|
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<li>
|
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|
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<a href="/mml" class="usa-nav__link">Material Measurement Laboratory</a>
|
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|
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</li>
|
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|
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<li>
|
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|
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<a href="/pml" class="usa-nav__link">Physical Measurement Laboratory</a>
|
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|
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</li>
|
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|
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</ul>
|
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|
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</li>
|
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|
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</ul></div><div class="column-break tablet:grid-col-fill"><ul class="usa-nav__submenu-list">
|
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<li class="usa-nav__submenu-item">
|
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<a href="/user-facilities" class="usa-nav__link">User Facilities</a>
|
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<ul class="usa-nav__submenu-list">
|
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|
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<li>
|
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|
|
<a href="/ncnr" class="usa-nav__link">NIST Center for Neutron Research</a>
|
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|
|
</li>
|
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|
|
<li>
|
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|
|
<a href="/cnst" class="usa-nav__link">CNST NanoFab</a>
|
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|
|
</li>
|
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|
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</ul>
|
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|
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</li>
|
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|
<li class="usa-nav__submenu-item">
|
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<a href="/labs-major-programs/research-test-beds" class="usa-nav__link">Research Test Beds</a>
|
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|
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</li>
|
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|
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<li class="usa-nav__submenu-item">
|
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|
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<a href="/laboratories/projects-programs" class="usa-nav__link">Research Projects</a>
|
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</li>
|
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<li class="usa-nav__submenu-item">
|
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<a href="/laboratories/tools-instruments" class="usa-nav__link">Tools & Instruments</a>
|
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</li>
|
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</ul></div><div class="column-break tablet:grid-col-fill"><ul class="usa-nav__submenu-list">
|
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<li class="usa-nav__submenu-item">
|
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<a href="/major-programs" class="usa-nav__link">Major Programs</a>
|
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|
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<ul class="usa-nav__submenu-list">
|
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|
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<li>
|
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|
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<a href="/baldrige" class="usa-nav__link">Baldrige Performance Excellence Program</a>
|
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|
|
</li>
|
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|
|
<li>
|
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|
|
<a href="/chips" class="usa-nav__link">CHIPS for America Initiative</a>
|
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|
|
</li>
|
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|
|
<li>
|
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|
|
<a href="/mep" class="usa-nav__link">Manufacturing Extension Partnership (MEP)</a>
|
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|
|
</li>
|
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|
|
<li>
|
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|
|
<a href="/oam" class="usa-nav__link">Office of Advanced Manufacturing</a>
|
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|
|
</li>
|
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|
|
<li>
|
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|
|
<a href="/spo" class="usa-nav__link">Special Programs Office</a>
|
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|
|
</li>
|
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|
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<li>
|
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|
|
<a href="/tpo" class="usa-nav__link">Technology Partnerships Office</a>
|
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|
|
</li>
|
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|
|
</ul>
|
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|
|
</li>
|
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|
|
</ul>
|
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|
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</div>
|
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</div>
|
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|
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</div>
|
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</li>
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<li class="usa-nav__primary-item">
|
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<button class="usa-accordion__button usa-nav__link" aria-expanded="false" aria-controls="primary_menu-4"><span>Services & Resources</span></button>
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<div id="primary_menu-4" class="usa-nav__submenu usa-megamenu">
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<div class="grid-row">
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<div class="tablet:grid-col-fill"><ul class="usa-nav__submenu-list">
|
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<li class="usa-nav__submenu-item">
|
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<a href="/content/standards-measurements" class="usa-nav__link">Standards and Measurements</a>
|
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|
|
<ul class="usa-nav__submenu-list">
|
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|
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<li>
|
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|
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<a href="/calibrations" class="usa-nav__link">Calibration Services</a>
|
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|
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</li>
|
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|
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<li>
|
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|
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<a href="/nvlap" class="usa-nav__link">Laboratory Accreditation (NVLAP)</a>
|
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|
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</li>
|
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|
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<li>
|
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|
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<a href="/nist-quality-system" class="usa-nav__link">Quality System</a>
|
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|
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</li>
|
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|
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<li>
|
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|
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<a href="/srm" class="usa-nav__link">Standard Reference Materials (SRMs)</a>
|
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|
|
</li>
|
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|
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<li>
|
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|
|
<a href="/sri" class="usa-nav__link">Standard Reference Instruments (SRIs)</a>
|
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|
|
</li>
|
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|
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<li>
|
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|
|
<a href="/standardsgov" class="usa-nav__link">Standards.gov</a>
|
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|
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</li>
|
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|
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<li>
|
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<a href="/pml/time-and-frequency-division/time-services" class="usa-nav__link">Time Services</a>
|
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|
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</li>
|
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|
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<li>
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|
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<a href="/pml/owm" class="usa-nav__link">Office of Weights and Measures</a>
|
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|
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</li>
|
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|
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</ul>
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</li>
|
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</ul></div><div class="column-break tablet:grid-col-fill"><ul class="usa-nav__submenu-list">
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<li class="usa-nav__submenu-item">
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<a href="/services-resources/software" class="usa-nav__link">Software</a>
|
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</li>
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<li class="usa-nav__submenu-item">
|
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<a href="/data" class="usa-nav__link">Data</a>
|
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|
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<ul class="usa-nav__submenu-list">
|
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|
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<li>
|
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<a href="https://webbook.nist.gov/chemistry/" class="usa-nav__link">Chemistry WebBook</a>
|
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|
|
</li>
|
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|
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<li>
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|
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<a href="https://nvd.nist.gov/" class="usa-nav__link">National Vulnerability Database</a>
|
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|
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</li>
|
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<li>
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<a href="/pml/productsservices/physical-reference-data" class="usa-nav__link">Physical Reference Data</a>
|
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|
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</li>
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<li>
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|
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<a href="/srd" class="usa-nav__link">Standard Reference Data (SRD)</a>
|
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|
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</li>
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</ul>
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</li>
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<li class="usa-nav__submenu-item">
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<a href="https://shop.nist.gov/" class="usa-nav__link">Storefront</a>
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<li class="usa-nav__submenu-item">
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<a href="/tpo" class="usa-nav__link">License & Patents</a>
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</li>
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</ul></div><div class="column-break tablet:grid-col-fill"><ul class="usa-nav__submenu-list">
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<li class="usa-nav__submenu-item">
|
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|
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<a href="https://csrc.nist.gov/" class="usa-nav__link">Computer Security Resource Center (CSRC)</a>
|
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|
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</li>
|
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<li class="usa-nav__submenu-item">
|
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|
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<a href="/nist-research-library" class="usa-nav__link">NIST Research Library</a>
|
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</li>
|
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|
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</ul>
|
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|
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</div>
|
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</div>
|
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</div>
|
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</li>
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<li class="usa-nav__primary-item">
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<button class="usa-accordion__button usa-nav__link" aria-expanded="false" aria-controls="primary_menu-5"><span>News & Events</span></button>
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<div id="primary_menu-5" class="usa-nav__submenu usa-megamenu">
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<div class="grid-row">
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<div class="tablet:grid-col-fill"><ul class="usa-nav__submenu-list">
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<li class="usa-nav__submenu-item">
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<a href="/news-events/news" class="usa-nav__link">News</a>
|
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</li>
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<li class="usa-nav__submenu-item">
|
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<a href="/news-events/events" class="usa-nav__link">Events</a>
|
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</li>
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<li class="usa-nav__submenu-item">
|
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<a href="/blogs" class="usa-nav__link">Blogs</a>
|
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</li>
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<li class="usa-nav__submenu-item">
|
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<a href="/feature-stories" class="usa-nav__link">Feature Stories</a>
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<li class="usa-nav__submenu-item">
|
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<a href="/awards" class="usa-nav__link">Awards</a>
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</ul></div><div class="column-break tablet:grid-col-fill"><ul class="usa-nav__submenu-list">
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<li class="usa-nav__submenu-item">
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<a href="/video-gallery" class="usa-nav__link">Video Gallery</a>
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</li>
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<li class="usa-nav__submenu-item">
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<a href="/image-gallery" class="usa-nav__link">Image Gallery</a>
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<li class="usa-nav__submenu-item">
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<a href="/pao/media-contacts" class="usa-nav__link">Media Contacts</a>
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</ul>
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</div>
|
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</div>
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</div>
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</li>
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<li class="usa-nav__primary-item">
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<button class="usa-accordion__button usa-nav__link" aria-expanded="false" aria-controls="primary_menu-6"><span>About NIST</span></button>
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<div class="grid-row">
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<li class="usa-nav__submenu-item">
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<a href="/about-nist" class="usa-nav__link">About Us</a>
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<ul class="usa-nav__submenu-list">
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<a href="/director/leadership" class="usa-nav__link">Leadership</a>
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<li>
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<h1 class="nist-page__title">Users Guide to the NIST Data Alignment Tool V1.0</h1>
|
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|
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<div class="nist-field__label">Published</div>
|
|||
|
|
<div class="nist-field__item"><time datetime="2018-09-04T12:00:00Z">September 4, 2018</time>
|
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<div class="nist-field nist-field--label-above text-long">
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|||
|
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<h3 class="nist-field__label">Author(s)</h3>
|
|||
|
|
<div class="nist-field__item"><span class="nist-author">Michael A. Galler</span></div>
|
|||
|
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</div>
|
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|
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|
|||
|
|
<div class="text-with-summary">
|
|||
|
|
<h3>Abstract</h3>
|
|||
|
|
The Data Alignment Tool (DAT) was built to assist with the analysis of data used in testing Fault Detection and Diagnostics (FDD) tools and building commissioning (Cx) tools. The data sources were the Virtual Cybernetic Building Testbed (VCBT) and data collected from real buildings. The raw data processed by the DAT typically spanned multiple input files, and was not in a format appropriate for the analysis tools. The features provided by the DAT were implemented to address our specific needs, but should also be applicable to a wide range of other uses. The DAT can read data from one or more data files, perform several useful operations on it, and save it with a variety of options. The operations implemented include combining subsets of columns from multiple data files into one output file, reducing data by modifying the time span between data points, performing unit conversions, and filtering data by time of day. Output file operations include a column filter or splitting out files by date. As a manual process, each of these operations would be time consuming, tedious and error prone. The DAT largely automates these operations.
|
|||
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|
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<div class="nist-field nist-field--label-inline string-long">
|
|||
|
|
<div class="nist-field__label">Citation</div>
|
|||
|
|
<div class="nist-field__item">Technical Note (NIST TN) - 2015</div>
|
|||
|
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</div>
|
|||
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|
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<div class="nist-field nist-field--label-inline string">
|
|||
|
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<div class="nist-field__label">Report Number</div>
|
|||
|
|
<div class="nist-field__item">2015</div>
|
|||
|
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</div>
|
|||
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|
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|
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|
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|
|
<div class="nist-field nist-field--label-inline nist-field--link-list entity-reference">
|
|||
|
|
<div class="nist-field__label">NIST Pub Series</div>
|
|||
|
|
<div class="nist-field__items">
|
|||
|
|
<div class="nist-field__item"><a href="/nist-pub-series/technical-note-nist-tn" hreflang="en">Technical Note (NIST TN)</a></div>
|
|||
|
|
</div>
|
|||
|
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</div>
|
|||
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|
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<div class="nist-field nist-field--label-inline nist-field--link-list entity-reference">
|
|||
|
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<div class="nist-field__label">Pub Type</div>
|
|||
|
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<div class="nist-field__item">NIST Pubs</div>
|
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|
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<div class="nist-field nist-field--label-above nist-field--link-list link">
|
|||
|
|
<h3 class="nist-field__label">Download Paper</h3>
|
|||
|
|
<div class="nist-field__items">
|
|||
|
|
<div class="nist-field__item"><a href="https://doi.org/10.6028/NIST.TN.2015" target="_blank">DOI Link</a></div>
|
|||
|
|
</div>
|
|||
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|
|||
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|
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|
|||
|
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<div class="nist-field nist-field--label-above string-long">
|
|||
|
|
<h3 class="nist-field__label">Keywords</h3>
|
|||
|
|
<div class="nist-field__item">HVAC, Fault Detection and Diagnostics, Commissioning</div>
|
|||
|
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</div>
|
|||
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|
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|
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|
|||
|
|
<div data-elastic-exclude="" class="nist-tags">
|
|||
|
|
<a href="/topic-terms/building-control-systems" hreflang="en">Building control systems</a> and <a href="/topic-terms/cyber-physical-systems" hreflang="en">Cyber-physical systems</a></div>
|
|||
|
|
<!-- nist-index-ignore-end -->
|
|||
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|
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|
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<h2
|
|||
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|
class="nist-block__title"
|
|||
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>Citation</h2>
|
|||
|
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|
|||
|
|
<div>
|
|||
|
|
<div class="js-view-dom-id-2fe10f9d109f3104112733e899ba6ae47330e108f1e96946791f4bded4ca5dfc">
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|
|||
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<article class="bibcite-reference">
|
|||
|
|
<div class="bibcite-citation">
|
|||
|
|
Galler, M.
|
|||
|
|
|
|||
|
|
(2018),
|
|||
|
|
Users Guide to the NIST Data Alignment Tool V1.0, Technical Note (NIST TN), National Institute of Standards and Technology, Gaithersburg, MD, [online], https://doi.org/10.6028/NIST.TN.2015
|
|||
|
|
(Accessed March 3, 2025)
|
|||
|
|
</div>
|
|||
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|
|||
|
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<div class="usa-accordion usa-accordion--bordered bibcite-links margin-top-2" aria-multiselectable="false">
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|
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|
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|
|
aria-expanded="false"
|
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|
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|
|||
|
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Additional citation formats
|
|||
|
|
</button>
|
|||
|
|
</h2>
|
|||
|
|
<div id="citation_formats" class="usa-accordion__content">
|
|||
|
|
<div class="bibcite-links">
|
|||
|
|
<ul>
|
|||
|
|
<li><a href="http://dx.doi.org/https://doi.org/10.6028/NIST.TN.2015">DOI</a></li>
|
|||
|
|
<li><a href="https://scholar.google.com/scholar?btnG=Search%2BScholar&as_q=%22Users%2BGuide%2Bto%2Bthe%2BNIST%2BData%2BAlignment%2BTool%2BV1.0%22&as_occt=any&as_epq=&as_oq=&as_eq=&as_publication=&as_ylo=&as_yhi=&as_sdtAAP=1&as_sdtp=1">Google Scholar</a></li>
|
|||
|
|
<li><a href="/bibcite/export/bibtex/bibcite_reference/239651">BibTeX</a></li>
|
|||
|
|
<li><a href="/bibcite/export/ris/bibcite_reference/239651">RIS</a></li>
|
|||
|
|
|
|||
|
|
</ul>
|
|||
|
|
</div>
|
|||
|
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</div>
|
|||
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</div>
|
|||
|
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</article>
|
|||
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|
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|
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|
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|
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<div class="usa-alert usa-alert--info">
|
|||
|
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<div class="usa-alert__body">
|
|||
|
|
<h4 class="usa-alert__heading">Issues</h4>
|
|||
|
|
<p class="usa-alert__text">
|
|||
|
|
If you have any questions about this publication or are having problems accessing it, please contact <a href="mailto:reflib@nist.gov" class="usa-link">reflib@nist.gov</a>.
|
|||
|
|
</p>
|
|||
|
|
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|
|||
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|
|||
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|
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|
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|
|||
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|
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|
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<div class="grid-container">
|
|||
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<div
|
|||
|
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class="nist-page__region nist-page__region--content-bottom"
|
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|
|||
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|
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|
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|
|||
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|
|||
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|
|
|||
|
|
<div class="text-italic font-sans-2xs">
|
|||
|
|
Created September 4, 2018, Updated November 10, 2018
|
|||
|
|
</div>
|
|||
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|
|||
|
|
</div>
|
|||
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|
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</div>
|
|||
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|
|||
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</div>
|
|||
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|
|||
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|
</section>
|
|||
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|
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|
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|
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|
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|
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|
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|
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<div data-elastic-exclude>
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<a href="/" title="National Institute of Standards and Technology" rel="home">
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