Opportunity Information: Apply for DE FOA 0002306
The Department of Energy (DOE) Office of Science, through its Advanced Scientific Computing Research (ASCR) program, offered this funding opportunity to improve how research data and artificial intelligence (AI) models are shared and reused across the scientific community. The core goal is to make both datasets and AI/ML models FAIR: findable, accessible, interoperable, and reusable. By pushing the community toward FAIR practices, ASCR aims to speed up the creation of new AI applications that support the Office of Science mission areas and strengthen AI research and development more broadly.
The opportunity focuses on two main needs. First, ASCR is interested in FAIR benchmark data for AI, meaning well-documented, well-curated datasets that can be reliably used to train and evaluate AI systems. Benchmarks are especially important because they let researchers compare methods fairly, reproduce results, and understand where models succeed or fail. Second, ASCR wants FAIR frameworks that connect data and AI models, essentially approaches, standards, or infrastructure that capture and expose the relationship between training data, model development, and model use during inference. This includes the ability to understand what data produced a model, how it was processed, what task the model performs, and how the model should be applied or combined with additional data when making predictions or classifications.
In this announcement, "AI" is used broadly and includes machine learning, deep learning, neural networks, computer vision, and natural language processing. The FOA also clarifies key definitions: data are the digital artifacts used to generate AI models and/or used alongside models during inference, while an AI model is an inference method used to perform a task such as prediction, diagnosis, or classification. An AI task is the actual inference activity carried out by an intelligent system. In practical terms, the funding is aimed at improving the full lifecycle around AI in science: producing trustworthy datasets, creating models tied to clear provenance and documentation, and enabling others to discover, access, integrate, and reuse those assets without redoing foundational work.
Administratively, this was a discretionary funding opportunity issued as a cooperative agreement, indicating DOE expected substantial involvement during the project period rather than a hands-off grant structure. It fell under the Science and Technology and other Research and Development activity category (CFDA 81.049). Eligibility was broadly open to any type of applicant entity, subject to any additional eligibility details in the full announcement. The FOA was released on April 2, 2020, with an original closing date of May 15, 2020. DOE anticipated making about seven awards, with a maximum award size (ceiling) of $750,000 per project. The funding opportunity number was DE-FOA-0002306, titled "FAIR Data and Models for Artificial Intelligence and Machine Learning."Apply for DE FOA 0002306
- The Department of Energy - Office of Science, Office of Science in the science and technology and other research and development sector is offering a public funding opportunity titled "FAIR Data and Models for Artificial Intelligence and Machine Learning" and is now available to receive applicants.
- Interested and eligible applicants and submit their applications by referencing the CFDA number(s): 81.049.
- This funding opportunity was created on Apr 02, 2020.
- Applicants must submit their applications by May 15, 2020. (Agency may still review applications by suitable applicants for the remaining/unused allocated funding in 2026.)
- Each selected applicant is eligible to receive up to $750,000.00 in funding.
- The number of recipients for this funding is limited to 7 candidate(s).
- Eligible applicants include: Unrestricted (i.e., open to any type of entity above), subject to any clarification in text field entitled Additional Information on Eligibility.
[Watch] Creating a grant proposal using the step-by-step wizard inside the applicant portal:
Browse more opportunities from the same agency: Department of Energy - Office of Science, Office of Science
Browse more opportunities from the same category: Science and Technology and other Research and Development
Next opportunity: Rehabilitation Research and Training Center (RRTC) on Home and Community Based Services (HCBS) Outcomes Research and Measurement
Previous opportunity: D.2 Transformational Tools and Technologies (TTT) Project
Applicant Portal:
Are you interested in learning about about how to apply for this government funding opportunity? You can create a free applicant account and receive instant access to our applicant portal that many business owners like you have benefited from.
Apply for DE FOA 0002306
Applicants also applied for:
Applicants who have applied for this opportunity (DE FOA 0002306) also looked into and applied for these:
| Funding Opportunity |
|---|
| Hydrologic Sciences (HS) Apply for 20 560 Funding Number: 20 560 Agency: National Science Foundation Category: Science and Technology and other Research and Development Funding Amount: $1,000,000 |
| CDMRP Ovarian Cancer Proteogenomics Research Award Apply for W81XWH 20 OCRP PGRA Funding Number: W81XWH 20 OCRP PGRA Agency: Department of Defense, Dept. of the Army -- USAMRAA Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| Cooperative Ecosystem Studies Unit, Californian CESU Apply for G20AS00048 Funding Number: G20AS00048 Agency: Department of the Interior, U. S. Geological Survey Category: Science and Technology and other Research and Development Funding Amount: $48,000 |
| Collier County Coastal Storm Risk Management Feasibility Study for Hydrodynamic Modeling and Initial Water Quality Evaluations Apply for W81EWF 20 SOI 0008 Funding Number: W81EWF 20 SOI 0008 Agency: Department of Defense, Dept. of the Army -- Corps of Engineers Category: Science and Technology and other Research and Development Funding Amount: $250,000 |
| Rehabilitation Research and Training Center (RRTC) on Home and Community Based Services (HCBS) Outcomes Research and Measurement Apply for HHS 2020 ACL NIDILRR RTGE 0391 Funding Number: HHS 2020 ACL NIDILRR RTGE 0391 Agency: Department of Health and Human Services, Administration for Community Living Category: Science and Technology and other Research and Development Funding Amount: $875,000 |
| Civic Innovation Challenge Apply for 20 562 Funding Number: 20 562 Agency: National Science Foundation Category: Science and Technology and other Research and Development Funding Amount: $1,000,000 |
| FY 2020 Research and Development for Next Generation Nuclear Physics Accelerator Facilities Apply for DE FOA 0002310 Funding Number: DE FOA 0002310 Agency: Department of Energy - Office of Science, Office of Science Category: Science and Technology and other Research and Development Funding Amount: $2,000,000 |
| Newton Award for Transformative Ideas during the COVID-19 Pandemic Apply for BRO 20 NEWTON Funding Number: BRO 20 NEWTON Agency: Department of Defense Category: Science and Technology and other Research and Development Funding Amount: $100,000 |
| Cooperative Ecosystem Studies Unit, Chesapeake Watershed CESU Apply for G20AS00049 Funding Number: G20AS00049 Agency: Department of the Interior, U. S. Geological Survey Category: Science and Technology and other Research and Development Funding Amount: $360,000 |
| International Guidelines for Biosecurity Ethics Apply for SFOP0006756 Funding Number: SFOP0006756 Agency: Department of State, Bureau of International Security-Nonproliferation Category: Science and Technology and other Research and Development Funding Amount: $125,000 |
| National Center on Forensics, Fiscal Year 2020 Apply for NIJ 2020 18372 Funding Number: NIJ 2020 18372 Agency: Department of Justice, National Institute of Justice Category: Science and Technology and other Research and Development Funding Amount: $2,000,000 |
| 2020 Space Apps Challenge NOFO - Hackathon Apply for PAS MOROCCO FY20 05 Funding Number: PAS MOROCCO FY20 05 Agency: Department of State, U.S. Mission to Morocco Category: Science and Technology and other Research and Development Funding Amount: $40,000 |
| Cyber-Physical Systems Apply for 20 563 Funding Number: 20 563 Agency: National Science Foundation Category: Science and Technology and other Research and Development Funding Amount: $7,000,000 |
| DoD Prostate Cancer, Health Disparity Research Award Apply for W81XWH 20 PCRP HDRA Funding Number: W81XWH 20 PCRP HDRA Agency: Department of Defense, Dept. of the Army -- USAMRAA Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| DoD Prostate Cancer, Clinical Trial Award Apply for W81XWH 20 PCRP CTA Funding Number: W81XWH 20 PCRP CTA Agency: Department of Defense, Dept. of the Army -- USAMRAA Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| DoD Prostate Cancer, Translational Science Award Apply for W81XWH 20 PCRP TSA Funding Number: W81XWH 20 PCRP TSA Agency: Department of Defense, Dept. of the Army -- USAMRAA Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| DoD Prostate Cancer, Population Science and Outcomes Research Award Apply for W81XWH 20 PCRP PSORA Funding Number: W81XWH 20 PCRP PSORA Agency: Department of Defense, Dept. of the Army -- USAMRAA Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| DoD Prostate Cancer, Idea Development Award Apply for W81XWH 20 PCRP IDA Funding Number: W81XWH 20 PCRP IDA Agency: Department of Defense, Dept. of the Army -- USAMRAA Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| Artificial Intelligence and Decision Support for Complex Systems Apply for DE FOA 0002321 Funding Number: DE FOA 0002321 Agency: Department of Energy - Office of Science, Office of Science Category: Science and Technology and other Research and Development Funding Amount: $400,000 |
| Scientific Machine Learning for Modeling and Simulations Apply for DE FOA 0002319 Funding Number: DE FOA 0002319 Agency: Department of Energy - Office of Science, Office of Science Category: Science and Technology and other Research and Development Funding Amount: $150,000 |
Grant application guides and resources
It is always free to apply for government grants. However the process may be very complex depending on the funding opportunity you are applying for. Let us help you!
Apply for Grants
Inside Our Applicants Portal
Access Applicants Portal
- Grants Repository - Access current and historic funding opportunities with ease. Thousands of funding opportunities are published every week. We can help you sort through the database and find the eligible ones to apply for.
- Applicant Video Guides - The grant application process can be challenging to follow. We can help you with intuitive video guides to speed up the process and eliminate errors in submissions.
- Grant Proposal Wizard - We have developed a network of private funding organizations and investors across the United States. We can reach out and submit your proposal to these contacts to maximize your chances of getting the funding you need.
Premium leads for funding administrators, grant writers, and loan issuers
Thousands of people visit our website for their funding needs every day. When a user creates a grant proposal and files for submission, we pass the information on to funding administrators, grant writers, and government loan issuers.
If you manage government grant programs, provide grant writing services, or issue personal or government loans, we can help you reach your audience.
Learn More
Request more information:
Would you like to learn more about this funding opportunity, similar opportunities to "DE FOA 0002306", eligibility, application service, and/or application tips? Submit an inquiry below:
Don't forget to subscribe to our grant alerts mailing list to receive weekly alerts on new and updated grant funding opportunities like this one in your email.