• Login
    • Join
  • FOLLOW:
  • Subscribe Free
    • Magazine
    • eNewsletter
    Checkout
    • Magazine
    • News
    • Printed Electronics
    • Raw Materials
    • Equipment
    • Services
    • Suppliers Guide
    • Resources
    • More
  • Magazine
  • News
  • Printed Electronics
  • Raw Materials
  • Equipment
  • Services
  • Suppliers Guide
  • Resources
  • Current & Past Issues
    Features
    Editorials
    Digital Edition
    Subscribe Now
    Advertise Now
    eNewsletter Archive
    Our Team
    Editorial Guidelines
    Breaking News
    Experts Opinion
    Financial News
    Manufacturers News
    Mergers and Acquisitions
    Online Exclusives
    Personnel
    Product Releases
    Suppliers News
    Live From Shows
    Displays and Lighting
    Photovoltaics
    Printed Batteries
    Printed Circuit Boards/Membrane Switches/In Mold Electronics
    Flexible and Printed Electronics
    RFID and NFC
    Sensors and Wearables
    Smart Cards and Packaging
    Touch Screens
    Adhesives, Barriers and Encapsulants
    Chemicals, Metals and Powders
    Conductive Inks and Coatings
    Electronic Materials
    Film, Paper, Glass and Substrates
    Graphene, Perovskites and Carbon Nanotubes
    Nanomaterials
    Printed Electronic Components
    Research Reports
    Semiconductors and Quantum Dots
    Energy Curing Equipment
    Lab and Testing Equipment
    Manufacturing Equipment
    Printing Equipment
    3D Printing
    Contract Manufacturing Services
    Product Design and Testing
    Research and Consulting
    Research Institutions
    Research Reports
    Universities
    Equipment
    All Companies
    Materials
    Categories
    Converting
    Printed Electronics Systems
    Associations
    Research and Services
    Used Machinery
    Add New Company
    Industry Events
    Live from show events
    Podcasts
    Videos
    Blogs
    Slideshows
    Infographics
    Webinars
    Whitepapers
    Equipment and Services
    Glossary
    • Magazine
      • Current & Past Issues
      • Features
      • Editorial
      • Columns
      • Digital Edition
      • eNewsletter Archive
      • Editorial Guidelines
      • Subscribe Now
      • Advertise Now
    • Breaking News
    • Suppliers Guide
      • Add Your Company
      • Suppliers Guide
    • Printed Electronics
      • Photovoltaics
      • Printed Batteries
      • Printed Circuit Boards/Membrane Switches/In Mold Electronics
      • Flexible and Printed Electronics
      • RFID and NFC
      • Sensors and Wearables
      • Smart Cards and Packaging
      • Touch Screens
    • Raw Materials
      • Adhesives, Barriers and Encapsulants
      • Chemicals, Metals and Powders
      • Conductive Inks and Coatings
      • Electronic Materials
      • Film, Paper, Glass and Substrates
      • Graphene, Perovskites and Carbon Nanotubes
      • Nanomaterials
      • Semiconductors and Quantum Dots
    • Equipment
      • Energy Curing Equipment
      • Lab and Testing Equipment
      • Manufacturing Equipment
      • Printing Equipment
      • 3D Printing
    • Services
      • Contract Manufacturing Services
      • Product Design and Testing
      • Research and Consulting
      • Research Institutions
      • Research Reports
      • Universities
    • Online Exclusives
    • Slideshows
    • Blog
    • Videos
    • Podcasts
    • Infographics
    • Events
      • Industry Events
      • Live from show events
      • Webinars
    • About Us
      • About Us
      • Contact Us
      • Advertise With Us
      • Privacy Policy
      • Terms of Use
    Breaking News

    NREL Opens Large Database of Inorganic Thin-Film Materials

    The High Throughput Experimental Materials (HTEM) Database contains more than 140,000 sample entries collected by NREL.

    NREL Opens Large Database of Inorganic Thin-Film Materials
    NREL’s HTEM Database group includes Andriy Zakutayev (left), Robert White, John Perkins, Marcus Schwarting, Caleb Phillips and Nick Wunder. (Photo by Dennis Schroeder/NREL)
    Related CONTENT
    • SETO Awards NREL to Pursue National Solutions in Solar Integration
    • Future Is Bright for NREL's High-Flux Solar Furnace
    • Tri-Lab Initiative Leads Innovation in Novel Hybrid Energy Systems
    • NREL Research Takes Safety Issues into Account for Perovskite Production
    • Wells Fargo Invests $20 Million to Extend IN2 Incubator Program Through 2024
    04.04.18
    An extensive experimental database of inorganic thin-film materials that organizes a decade’s worth of research at the Department of Energy’s National Renewable Energy Laboratory (NREL) is now publicly available.
     
    The High Throughput Experimental Materials (HTEM) Database contains more than 140,000 sample entries collected by NREL scientists investigating inorganic materials for use in advanced energy applications, such as thin-film solar cells. The entries provide details about the structural, chemical and optoelectronic properties of the materials, and their synthesis conditions. More than half of these data are currently available online at htem.nrel.gov.
     
    “All existing experimental databases either contain many entries or have all this property information, but not both,” said Andriy Zakutayev, a scientist at NREL’s Materials Science Center, which is dedicated to developing new materials and devices for solar cells and other renewable energy technologies. Zakutayev and Caleb Phillips, a data scientist with the Computational Science Center at NREL, led the newly published paper “An open experimental database for exploring inorganic materials.”
     
    Published in Scientific Data, the paper also was co-authored by Nick Wunder, Marcus Schwarting, John Perkins, Robert White, Kristin Munch, and William Tumas, all from NREL. Tumas is director of the Center for Next Generation of Materials Design, an Energy Frontier Research Center funded by the Department of Energy, which is tasked with discovering new energy materials.
     
    In working on new materials, scientists synthesize many samples but only a fraction of what they learn along the way is ever published. Perkins, a senior scientist in the Materials Science Center, estimates that information about less than 10% of the samples makes it into a scientific journal. “You really only write journal articles about materials that worked,” he said, adding the information that wasn’t published also could be useful to research efforts.
     
    “If you wanted to know how electrically conductive a particular combination of chemical elements was before you actually made the material and measured it, you may be able to use the machine learning algorithm to predict that quantity,” said Phillips.
     
    The HTEM database draws from nearly a decade of thin-film experiments at NREL. Even data that was published, but not in a form that could be searched, was digitized and added to the database. “Once it’s all been amassed, it’s a non-trivial job to curate it and get it in a form where it can be analyzed and understood,” Phillips said, adding that this is where the future opportunities are.
     
    Now, Phillips, Perkins, and Zakutayev are participating in a collaborative effort between NREL and the National Institute of Standards and Technology to deploy a network of high-throughput experimental tools that would allow researchers to collaborate virtually on the synthesis and analysis of new materials, with results being added to databases like this. The pilot project has been dubbed the High-Throughput Experimental Materials Collaboratory.



    NREL’s HTEM Database group includes Andriy Zakutayev (left), Robert White, John Perkins, Marcus Schwarting, Caleb Phillips and Nick Wunder. (Photo by Dennis Schroeder/NREL)
    Related Searches
    • solar cells
    • NREL
    • solar
    • devices
    Suggested For You
    SETO Awards NREL to Pursue National Solutions in Solar Integration SETO Awards NREL to Pursue National Solutions in Solar Integration
    Future Is Bright for NREL Future Is Bright for NREL's High-Flux Solar Furnace
    Tri-Lab Initiative Leads Innovation in Novel Hybrid Energy Systems Tri-Lab Initiative Leads Innovation in Novel Hybrid Energy Systems
    NREL Research Takes Safety Issues into Account for Perovskite Production NREL Research Takes Safety Issues into Account for Perovskite Production
    Wells Fargo Invests $20 Million to Extend IN2 Incubator Program Through 2024 Wells Fargo Invests $20 Million to Extend IN2 Incubator Program Through 2024
    Scientific Organization AAAS Names NREL’s Green a Fellow Scientific Organization AAAS Names NREL’s Green a Fellow
    SolarWindow First: Electricity-Generating  Flexible Glass Using High-Speed Manufacturing Process SolarWindow First: Electricity-Generating Flexible Glass Using High-Speed Manufacturing Process
    NREL Forms New Research Center, Names Jennifer Kurtz as Leader NREL Forms New Research Center, Names Jennifer Kurtz as Leader
    Colorful Perovskites: NREL Advances Thermochromic Window Technologies Colorful Perovskites: NREL Advances Thermochromic Window Technologies
    R&D 100 Awards Honor Six NREL Innovations R&D 100 Awards Honor Six NREL Innovations
    U.S. Air Force Research Laboratory Invests in NREL Solar Cell Project U.S. Air Force Research Laboratory Invests in NREL Solar Cell Project
    SolarWindow Awarded US Department of Energy Grant for Advanced Manufacturing SolarWindow Awarded US Department of Energy Grant for Advanced Manufacturing
    Nanosys, DIC and Inkjet Printed Quantum Dots Nanosys, DIC and Inkjet Printed Quantum Dots
    LOPEC 2018 LOPEC 2018's Business Conference Reflects on Past, Future
    LOPEC 2018 LOPEC 2018's Business Conference Reflects on Past, Future

    Related Breaking News

    • Breaking News | Conductive Inks and Coatings | Flexible and Printed Electronics
      PRINTING United Alliance Announces TAGA Presents Virtual Event

      PRINTING United Alliance Announces TAGA Presents Virtual Event

      Registration is free and now open for the two-day session.
      Anthony Locicero, Editor 01.26.21

    • Breaking News | Research Institutions | Semiconductors and Quantum Dots
      ITRI, DuPont Jointly Inaugurate Semiconductor Materials Lab

      ITRI, DuPont Jointly Inaugurate Semiconductor Materials Lab

      DuPont, in collaboration with ITRI, will conduct semiconductor material research, development and enhancement, and accelerate pilot testing.
      Anthony Locicero, Associate editor 01.26.21

    • Breaking News | Personnel | RFID and NFC
      Identiv Appoints Leigh Dow as VP of Marketing

      Identiv Appoints Leigh Dow as VP of Marketing

      Newly created role is part of the company’s ongoing transformation to become the leading provider of security and identity solutions.
      Anthony Locicero 01.26.21


    • Breaking News | Flexible and Printed Electronics | Research Institutions
      Imec Technology Taking Off to Space

      Imec Technology Taking Off to Space

      Imec will validate three of its technologies in a spaceflight environment. Being compact and sophisticated makes these systems attractive for implementation.
      Anthony Locicero, Associate editor 01.26.21

    • Breaking News | Displays and Lighting
      Osram in Top 25 of World’s 100 Most Sustainable Companies

      Osram in Top 25 of World’s 100 Most Sustainable Companies

      Out of approximately 7,400 worldwide companies, Osram ranks 23rd.
      Anthony Locicero, Associate editor 01.26.21

    • Breaking News | Graphene, Perovskites and Carbon Nanotubes | Research Institutions
      Graphene Flagship Study Predicts Increased Market Penetration by 2025

      Graphene Flagship Study Predicts Increased Market Penetration by 2025

      Most immediate applications of graphene, such as composites, inks and coatings are already commercially available.
      Anthony Locicero, Associate editor 01.25.21


    • Breaking News | RFID and NFC
      STMicroelectronics Powers NFC Applications with Message Content, Anti-Tamper in New Type-5 Tags

      STMicroelectronics Powers NFC Applications with Message Content, Anti-Tamper in New Type-5 Tags

      Tags deliver advantages such as extended communication range with superior reliability.
      Anthony Locicero, Associate editor 01.25.21

    • Breaking News | Suppliers News
      DuPont, Corteva, Chemours Announce Resolution of Legacy PFAS Claims

      DuPont, Corteva, Chemours Announce Resolution of Legacy PFAS Claims

      Companies also settle remaining Ohio multi-district PFOA litigation.
      Anthony Locicero, Associate editor 01.25.21

    • Breaking News | Displays and Lighting

      UDC Subsidiary Adesis' Website Wins 2020 MarCom Platinum Award

      “Our website is one of the primary thresholds to our brand," said Andrew Cottone, president of Adesis, Inc.
      Anthony Locicero, Associate editor 01.25.21


    • Breaking News | Semiconductors and Quantum Dots
      Ambiq Wins IoT Semiconductor Company of the Year Award

      Ambiq Wins IoT Semiconductor Company of the Year Award

      Ambiq believes that innovation is essential to the advancement of human society.
      Anthony Locicero, Associate editor 01.22.21

    • Breaking News | Displays and Lighting | Flexible and Printed Electronics | Personnel | Suppliers News
      Ynvisible Names Michael Robinson CEO, Jani-Mikael Kuusisto SVP Ventures

      Ynvisible Names Michael Robinson CEO, Jani-Mikael Kuusisto SVP Ventures

      Ynvisible is focusing on speed to market for customer products and sustainable financial growth.
      David Savastano, Editor 01.22.21

    • Breaking News | Photovoltaics | Research Institutions
      IHSMarkit Reports Top Clean-Tech Trends for 2021

      IHSMarkit Reports Top Clean-Tech Trends for 2021

      Solar surges by 30%, 10 GW milestone for offshore wind among highlights.
      David Savastano, Editor 01.22.21


    • Breaking News | RFID and NFC
      Roadsimple Modernizes Warehouse Ops with Zebra Technologies

      Roadsimple Modernizes Warehouse Ops with Zebra Technologies

      Roadsimple 'transformed our warehouse from a manual-based operation using pen and paper to a truly modernized one,' said Hao Fang, IT director.
      Printed Electronics Now staff 01.22.21

    • Breaking News | Sensors and Wearables
      Emerson Receives 2021 IoT Breakthrough Award for Analytics Platform of the Year

      Emerson Receives 2021 IoT Breakthrough Award for Analytics Platform of the Year

      Real-time data and analytics are key drivers for optimizing operational performance, asset health and plant safety.
      Printed Electronics Now Staff 01.21.21

    • Breaking News | Graphene, Perovskites and Carbon Nanotubes | Research Institutions
      Graphene Flagship Launches Redesigned Website

      Graphene Flagship Launches Redesigned Website

      Site features completely redesigned aesthetic, with emphasis on easy-to-access informative content presented in a simple, clean and visually appealing way.
      Printed Electronics Now staff 01.20.21

    Trending
    • Osram In Top 25 Of World’s 100 Most Sustainable Companies
    • DuPont, Corteva, Chemours Announce Resolution Of Legacy PFAS Claims
    • TNO At Holst Centre Develops Cuddle Vest
    • Graphene Flagship Study Predicts Increased Market Penetration By 2025
    • Phiaro Corporation Incorporates TactoTek IMSE Smart Surfaces Into Customer Projects
    Breaking News
    • PRINTING United Alliance Announces TAGA Presents Virtual Event
    • ITRI, DuPont Jointly Inaugurate Semiconductor Materials Lab
    • Identiv Appoints Leigh Dow as VP of Marketing
    • Imec Technology Taking Off to Space
    • Osram in Top 25 of World’s 100 Most Sustainable Companies
    View Breaking News >
    CURRENT ISSUE

    Fall 2020

    • Flexible Electronics Is Proving to Be Ideal for Healthcare
    • COVID-19 and the Printed Electronics Industry
    • Smart Packaging Looks to Move Forward
    • Electronic & Conductive Ink Conference Showcases Future of Ink Technology
    • Printed Electronics Now’s International Suppliers’ Directory
    • View More >

    Cookies help us to provide you with an excellent service. By using our website, you declare yourself in agreement with our use of cookies.
    You can obtain detailed information about the use of cookies on our website by clicking on "More information”.

    • About Us
    • Privacy Policy
    • Terms And Conditions
    • Contact Us

    follow us

    Subscribe
    Nutraceuticals World

    Latest Breaking News From Nutraceuticals World

    MIND and Mediterranean Diets Linked to Later Onset of Parkinson’s Disease
    Kerry Launches Web-Based Tool for Plant-Based Formulation Challenges
    Wiley’s Finest Earns Accolades for Taste of Omega-3 Products
    Coatings World

    Latest Breaking News From Coatings World

    Keyland Polymer UV Powder, LLC Launches UVMax Defender
    Scott McLaughlin to Race in PPG Colors During Rookie INDYCAR Season
    Vink Chemicals Offers parmetol PSG
    Medical Product Outsourcing

    Latest Breaking News From Medical Product Outsourcing

    Butterfly Network Appoints New Leader
    BD Names Chairman of Board
    Interplex Acquires OCP Group
    Contract Pharma

    Latest Breaking News From Contract Pharma

    Adare Pharma Solutions Opens New Small-Scale Lab
    Stevanato Group Launches After-sales Service Offering
    X-Chem Acquires IntelliSyn and AviSyn
    Beauty Packaging

    Latest Breaking News From Beauty Packaging

    The Estée Lauder Companies Announces Game-Changing Sustainability Goals for Travel Retail
    Aura Introduces Customizable Hair Care
    Corpack Creates Custom Packaging for Marlies Möller Hair Care Line
    Happi

    Latest Breaking News From Happi

    Nice-Pak Receives EPA Approval for Disinfectant Wipes
    Symrise Shares 2020 Sales Figures
    Harry’s Launches ‘Headquarters’
    Ink World

    Latest Breaking News From Ink World

    Epson Partner Creates Label Applicators for Pharmaceutical Products
    Smurfit Kappa Sets New Sustainability Targets with Better Planet 2050
    Paragon Expands Direct Mail Capabilities with Ricoh Pro VC70000
    Label & Narrow Web

    Latest Breaking News From Label & Narrow Web

    Great Lakes Label debuts new website
    Epson partner creates label applicators for pharmaceutical products
    ACTEGA removes chemicals from laminating adhesives
    Nonwovens Industry

    Latest Breaking News From Nonwovens Industry

    American Made Production Equipment for Mask Manufacturers
    Kimberly-Clark Releases Q4, Full Year Results
    Freudenberg to Establish Apparel Interlining Competence Centers
    Orthopedic Design & Technology

    Latest Breaking News From Orthopedic Design & Technology

    Spinal Elements' Lucent XP-Curved Expandable TLIF Gains FDA Nod
    FDA OKs OrthoSpin's 2nd Gen Robotic, Digital External Fixation System
    Nextremity Solutions Enters Supply Agreement with Fort Wayne Metals
    Printed Electronics Now

    Latest Breaking News From Printed Electronics Now

    North American Semiconductor Equipment Industry Posts December 2020 Billings
    First Solar Signs Definitive Agreement to Sell US Development Platform to Leeward
    PRINTING United Alliance Announces TAGA Presents Virtual Event

    Copyright © 2021 Rodman Media. All rights reserved. Use of this constitutes acceptance of our privacy policy The material on this site may not be reproduced, distributed, transmitted, or otherwise used, except with the prior written permission of Rodman Media.

    AD BLOCKER DETECTED

    Our website is made possible by displaying online advertisements to our visitors.
    Please consider supporting us by disabling your ad blocker.


    FREE SUBSCRIPTION Already a subscriber? Login