Data & informatics

News and Updates

Winners Announced in First Phase of UK-US Privacy-Enhancing Technologies Prize Challenges

November 10, 2022

Winning ideas would tackle financial crime and public health emergencies.

University, NIST Researchers Develop System to Help Science Programs Manage Big Data

November 1, 2022

The Large Hadron Collider (LHC), the world's most powerful particle accelerator, is used to test theoretical predictions in particle physics. It generates an

Two first responders stand at the open back of an emergency vehicle, looking at a computer screen, with firetrucks in the background.

Spotlight: Gathering Intel From Social Media for Emergency Response

June 30, 2022

When someone needs help, fire departments and ambulance crews need to know what the problem is and where to go ASAP. One answer is to use artificial

Events

2023 Iris Experts Group (IEG) Meeting

Thu, Jun 15 2023, 9:00am - 4:00pm EDT

The Iris Experts Group (IEG) will hold their annual meeting on Thursday June 15, 2023. The meeting will be virtual using

Projects and Programs

Trusted AI framework for a new class of Standard Reference Materials and Data with exquisitely characterized uncertainty for billions of properties

Ongoing

A new collaboration between NIST's Human Genomics Team, Mass Spectrometry Data Center, and Information Technology Laboratory to use and develop artificial

This research data lifecycle has six stages: Envision; Plan; Generate/Acquire; Process/Analyze; Share/Use/Reuse; and Preserve/Discard

Research Data Framework (RDaF)

Ongoing

In the past decade, research data have become widely recognized as a critical national and global resource, and the risks of losing or mismanaging research data

A digital object is composed of Data, Metadata, Protocols & Operations, and Persistent Identifiers.

Facilitating the Adoption of the FAIR Digital Object Framework in Material Science

Ongoing

With increasing use of data-driven methodologies, concerns around data discovery, data access, and data interoperability have come to the forefront. Communities

Genome in a Bottle

Ongoing

Consortium hosted by NIST dedicated to authoritative characterization of benchmark human genomes. Sign up for General GIAB and Analysis Team email lists. Public

Publications

Community Resource for Innovation in Polymer Technology (CRIPT): A Scalable Polymer Material Data Structure

February 20, 2023

Author(s)

Dylan Walsh, Weizhong Zou, Ludwig Schneider, Reid Mello, Michael Deagen, Joshua Mysona, Tzyy-Shyang Lin, Juan de Pablo, Klavs Jensen, Debra Audus, Bradley Olsen

Polymeric materials are integral components of nearly every aspect of modern life. However, developing cheminformatic solutions for polymers has been difficult

Toward an Integrated Machine Learning Model of a Proteomics Experiment

February 6, 2023

Author(s)

Ben Neely, Viktoria Dorfer, Lennart Martens, Isabell Bludau, Robbin Bouwmeester, Sven Degroeve, Eric Deutsch, Siegfried Gessulat, Tobias Rehfeldt, Lukas Käll, Veit Schwämmle, Samuel Payne, Tobias Schmidt, Pawel Palczynski, Julian Uszkoreit, Juan Antonio Vizcaino, Mathias Wilhelm, Magnus Palmblad

In recent years machine learning has made extensive progress in modeling many aspects of mass spectrometry data. We brought together proteomics data generators

ProteomicsML: An Online Platform for Community-Curated Datasets and Tutorials for Machine Learning in Proteomics

January 24, 2023

Author(s)

Tobias Rehfeldt, Ralf Gabriels, Robbin Bouwmeester, Siegfried Gessulat, Magnus Palmblad, Ben Neely, Yasset Perez-Riverol, Tobias Schmidt, Juan Antonio Vizcaíno, Eric Deutsch

Dataset acquisition and curation are often the hardest and most time-consuming parts of a machine learning endeavor. This is especially true for proteomics

Dark solitons in Bose–Einstein condensates: a dataset for many-body physics research

December 21, 2022

Author(s)

Amilson R. Fritsch, Shangjie Guo, Sophia Koh, Ian Spielman, Justyna Zwolak

We establish a dataset of over 1.6 x 10^4 experimental images of Bose–Einstein condensates containing solitonic excitations to enable machine learning (ML) for

Software

The NIST Data Alignment Tool

August 12, 2022

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

Extreme Winds and Wind Effects on Structures

The Engineering Laboratory has an established long-term collaboration with the NIST Statistical Engineering Division in the analysis of extreme wind speeds and

Curated Archive for COVID-19 Research Challenge Dataset (cord19-cdcs-nist)

This GitHub repository contains a downloadable snapshot of National Institute of Standards and Technology's COVID-19 Data Repository, curated from the COVID-19

RECIPE

RECIPE is a FORTRAN program for determining one-sided tolerance limits (in particular, A- and B-basis material property values) for regression models in the

Tools and Instruments

hotograph of the custom high temperature (>300 K) scanning instrument that measures electrical resistivity and Seebeck coefficient

High Throughput (Combinatorial) Screening Tool for Characterization of Thin Film Thermoelectrics as a Function Temperature

Description High-throughput (combinatorial) metrologies have evolved as a useful approach to rapidly determine the composition-structure-property relationships

Data & informatics

Data and informatics Topics

News and Updates

Winners Announced in First Phase of UK-US Privacy-Enhancing Technologies Prize Challenges

University, NIST Researchers Develop System to Help Science Programs Manage Big Data

Spotlight: Gathering Intel From Social Media for Emergency Response

Events

2023 Iris Experts Group (IEG) Meeting

Projects and Programs

Trusted AI framework for a new class of Standard Reference Materials and Data with exquisitely characterized uncertainty for billions of properties

Research Data Framework (RDaF)

Facilitating the Adoption of the FAIR Digital Object Framework in Material Science

Genome in a Bottle

Publications

Community Resource for Innovation in Polymer Technology (CRIPT): A Scalable Polymer Material Data Structure

Toward an Integrated Machine Learning Model of a Proteomics Experiment

ProteomicsML: An Online Platform for Community-Curated Datasets and Tutorials for Machine Learning in Proteomics

Dark solitons in Bose–Einstein condensates: a dataset for many-body physics research

Software

The NIST Data Alignment Tool

Extreme Winds and Wind Effects on Structures

Curated Archive for COVID-19 Research Challenge Dataset (cord19-cdcs-nist)

RECIPE

Tools and Instruments

High Throughput (Combinatorial) Screening Tool for Characterization of Thin Film Thermoelectrics as a Function Temperature

Awards

Ellen Voorhees Wins Ron Brown Excellence in Innovation Award

Aaron Gilad Kusne Named APS Fellow

Robert Hanisch Honored as Fellow of the American Astronomical Society