Opportunity Information: Apply for 21 590
The National Science Foundation (NSF) Predictive Intelligence for Pandemic Prevention (PIPP) Phase I: Development Grants opportunity (Funding Opportunity No. 21-590) is a discretionary research grant program designed to jump-start a new NSF-wide initiative focused on the fundamental science, tools, and convergent capabilities needed to better predict and prevent infectious disease pandemics. Rather than funding a single narrow research thread, Phase I is structured as a development and planning stage that helps teams define and frame ambitious, high-impact problems in “pandemic predictive intelligence” and begin building the intellectual and organizational foundation needed to pursue them at scale. NSF indicated an intention to release a Phase II Center Grants competition around 2023, but it is explicitly not a requirement that applicants submit to, or win, a Phase I Development Grant in order to participate in a future Phase II centers solicitation.
At the core of Phase I is the expectation that each project will articulate a clear “grand challenge” question: a critical, broad, and innovative problem statement that matters for forecasting, real-time monitoring, mitigation, and prevention of pathogen spread. The program is not only looking for incremental improvements to existing outbreak modeling; it emphasizes pushing conceptual boundaries and developing new theoretical framings that can reshape how pandemic risk is understood and managed. Proposals are expected to pair this grand challenge framing with novel conceptual research directions and technology development ideas that can advance the state of the art in predictive intelligence, including approaches that can operate in real time, adapt as conditions change, and translate into actionable insights for prevention and response.
A defining feature of this solicitation is its emphasis on interdisciplinary and convergent research. Successful proposals must integrate computational, biological, engineering, and social/behavioral perspectives, not as parallel workstreams but as an interlocked approach to solving pandemic-scale problems. This reflects NSF’s view that pandemic prediction and prevention is not just a data science problem or a virology problem; it is a coupled human-technology-biology system where behavior, policy, infrastructure, health disparities, and communication dynamics can strongly influence outcomes. As a result, teams are expected to be multidisciplinary by design and to work across scientific, disciplinary, geographic, and organizational divides, assembling collaborations that can responsibly connect models and measurements to real-world interventions and societal contexts.
While Phase I is framed as planning-oriented, NSF strongly encourages principal investigators to begin developing research and technical approaches that directly address key aspects of the chosen grand challenge, even at an early stage. In other words, the awards are meant to enable both the coordination and the early technical lift required to move from a compelling idea to a coherent, testable, and scalable research agenda. NSF places particular value on high-risk, high-payoff efforts: projects where the uncertainty is real, but where success could produce major societal benefits, new capabilities for outbreak prevention, or transformational advances in prediction, monitoring, and decision support.
The opportunity is jointly supported by multiple NSF directorates, specifically Biological Sciences (BIO), Computer and Information Science and Engineering (CISE), Engineering (ENG), and Social, Behavioral and Economic Sciences (SBE). This joint backing signals that proposals will be evaluated with an expectation of genuine cross-domain integration and that projects should be credible across these communities. NSF also encourages involvement and collaboration with other relevant research communities that have significant activity in adjacent areas, reinforcing the idea that PIPP is meant to catalyze a broader ecosystem of pandemic-focused predictive intelligence research.
Key administrative details from the notice include that awards are grants, the program sits in the Science and Technology and other Research and Development activity category, and the CFDA numbers listed are 47.041, 47.070, 47.074, and 47.075. The award ceiling is $1,000,000, with an expectation of about 30 awards. The solicitation was created June 2, 2021, with an original closing date of October 1, 2021. Eligibility is listed as “Others (see text field entitled Additional Information on Eligibility for clarification),” indicating that applicants would need to consult the full solicitation for specifics on which organization types may apply and under what conditions.
Overall, PIPP Phase I Development Grants are meant to help research teams crystallize an ambitious pandemic prediction and prevention problem, propose bold new conceptual and technological directions, and build the integrated, cross-cutting collaborations needed to pursue that problem in a way that can ultimately produce major advances and public benefit.Apply for 21 590
- The National Science Foundation in the science and technology and other research and development sector is offering a public funding opportunity titled "Predictive Intelligence for Pandemic Prevention Phase I: Development Grants" and is now available to receive applicants.
- Interested and eligible applicants and submit their applications by referencing the CFDA number(s): 47.041, 47.070, 47.074, 47.075.
- This funding opportunity was created on Jun 02, 2021.
- Applicants must submit their applications by Oct 01, 2021. (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 $1,000,000.00 in funding.
- The number of recipients for this funding is limited to 30 candidate(s).
- Eligible applicants include: Others (see text field entitled Additional Information on Eligibility for clarification).
[Watch] Creating a grant proposal using the step-by-step wizard inside the applicant portal:
NSF PIPP Phase I: Development Grants (Funding Opportunity No. 21-590) FAQs
What is the NSF Predictive Intelligence for Pandemic Prevention (PIPP) Phase I: Development Grants opportunity?
It is a discretionary NSF research grant program designed to jump-start an NSF-wide initiative focused on the fundamental science, tools, and convergent capabilities needed to better predict and prevent infectious disease pandemics. Phase I is intentionally structured as a development and planning stage to help teams define ambitious, high-impact problems in pandemic predictive intelligence and begin building the intellectual and organizational foundation to pursue them at scale.
What does Phase I funding support, in practical terms?
Phase I is meant to support both (1) coordination and planning activities to crystallize and frame a compelling, scalable research agenda and (2) early research and technical work that directly addresses key aspects of the chosen problem. Even though it is planning-oriented, NSF strongly encourages teams to begin developing research and technical approaches rather than limiting activities to meetings and concept papers.
What is meant by "pandemic predictive intelligence" in this solicitation?
Based on the notice, pandemic predictive intelligence refers to the science and technology needed to improve forecasting, real-time monitoring, mitigation, and prevention of pathogen spread. It emphasizes approaches that can operate in real time, adapt as conditions change, and translate into actionable insights that inform prevention and response.
Is Phase I intended to fund narrow, incremental outbreak modeling improvements?
No. The solicitation explicitly emphasizes pushing conceptual boundaries and developing new theoretical framings that can reshape how pandemic risk is understood and managed, rather than funding a single narrow research thread or incremental upgrades to existing outbreak modeling.
What is the required "grand challenge" component?
Each project is expected to articulate a clear "grand challenge" question: a critical, broad, and innovative problem statement that matters for forecasting, real-time monitoring, mitigation, and prevention of pathogen spread. The grand challenge should anchor the project and motivate an ambitious, high-impact research direction.
What types of approaches does NSF want to see paired with the grand challenge?
Proposals are expected to pair the grand challenge framing with novel conceptual research directions and technology development ideas that advance the state of the art in predictive intelligence. The notice highlights methods and systems that can work in real time, adapt as conditions change, and produce actionable insights for prevention and response.
How important is interdisciplinary or convergent research for PIPP Phase I?
It is a defining feature of the solicitation. Successful proposals must integrate computational, biological, engineering, and social/behavioral perspectives as an interlocked approach, not as separate parallel workstreams.
Why does the solicitation require integration of social and behavioral perspectives?
NSF frames pandemic prediction and prevention as a coupled human-technology-biology system. The notice states that behavior, policy, infrastructure, health disparities, and communication dynamics can strongly influence outcomes, so projects should responsibly connect models and measurements to real-world interventions and societal contexts.
Which NSF directorates support this opportunity?
The opportunity is jointly supported by multiple NSF directorates: Biological Sciences (BIO), Computer and Information Science and Engineering (CISE), Engineering (ENG), and Social, Behavioral and Economic Sciences (SBE).
What does joint support by multiple NSF directorates imply for proposals?
It signals that proposals are expected to demonstrate genuine cross-domain integration and be credible across these communities, consistent with the solicitation's convergent research emphasis.
Does NSF encourage collaboration beyond the core NSF communities listed?
Yes. NSF encourages involvement and collaboration with other relevant research communities that are active in adjacent areas, reinforcing that PIPP is intended to catalyze a broader ecosystem of pandemic-focused predictive intelligence research.
Are Phase I projects supposed to be high-risk?
The notice states that NSF places particular value on high-risk, high-payoff efforts, where uncertainty is real but success could yield major societal benefits, new outbreak prevention capabilities, or transformational advances in prediction, monitoring, and decision support.
What is the award type for this opportunity?
Awards are grants.
What is the award ceiling for PIPP Phase I Development Grants?
The award ceiling listed is $1,000,000.
About how many awards did NSF expect to make?
The notice indicates an expectation of about 30 awards.
What is the program's activity category?
The program sits in the "Science and Technology and other Research and Development" activity category.
What CFDA numbers are associated with this opportunity?
The CFDA numbers listed are 47.041, 47.070, 47.074, and 47.075.
When was the solicitation created, and what was the original closing date?
The solicitation was created June 2, 2021, and the original closing date was October 1, 2021.
Who is eligible to apply?
Eligibility is listed as "Others (see text field entitled Additional Information on Eligibility for clarification)." This means the notice points applicants to the full solicitation for specifics on which organization types may apply and under what conditions.
Is Phase I required in order to apply for a future Phase II PIPP Centers competition?
No. NSF indicated an intention to release a Phase II Center Grants competition around 2023, but it is explicitly not a requirement that applicants submit to, or win, a Phase I Development Grant in order to participate in a future Phase II centers solicitation.
What is the relationship between Phase I Development Grants and a potential Phase II Centers solicitation?
Phase I is described as a development and planning stage that helps teams define and frame ambitious, high-impact problems and build the foundation needed to pursue them at scale. NSF also noted an intention to release a Phase II Center Grants competition around 2023, but participation in Phase I is not required to participate in Phase II.
What kind of collaboration structures does NSF appear to be looking for?
Teams are expected to be multidisciplinary by design and to work across scientific, disciplinary, geographic, and organizational divides, assembling collaborations that can connect models and measurements to real-world interventions and societal contexts.
Does the solicitation emphasize real-time capabilities?
Yes. The notice specifically highlights predictive intelligence approaches that can operate in real time, adapt as conditions change, and translate into actionable insights for prevention and response.
What kinds of outcomes does NSF suggest would represent major success?
The notice points to outcomes such as major societal benefits, new capabilities for outbreak prevention, and transformational advances in prediction, monitoring, and decision support.
What is the Funding Opportunity Number for this solicitation?
The Funding Opportunity Number is 21-590.
Browse more opportunities from the same category: Science and Technology and other Research and Development
Next opportunity: Advanced Technological Education
Previous opportunity: Region 10 Wetland Program Development Grants
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 21 590
Applicants also applied for:
Applicants who have applied for this opportunity (21 590) also looked into and applied for these:
| Funding Opportunity |
|---|
| Computer and Information Science and Engineering (CISE) Research Initiation Initiative Apply for 21 591 Funding Number: 21 591 Agency: National Science Foundation Category: Science and Technology and other Research and Development Funding Amount: $175,000 |
| NASA Innovative Advanced Concepts (NIAC) Phase I Apply for 80HQTR21NOA01 22NIAC A1 Funding Number: 80HQTR21NOA01 22NIAC A1 Agency: National Aeronautics and Space Administration, NASA Headquarters Category: Science and Technology and other Research and Development Funding Amount: $175,000 |
| Lualualei Protected Species Management Apply for W9126G 21 2 SOI 3684 Funding Number: W9126G 21 2 SOI 3684 Agency: Department of Defense, Fort Worth District Category: Science and Technology and other Research and Development Funding Amount: $2,672,228 |
| FY22 Bluefin Tuna Research Program Apply for NOAA NMFS SE 2022 2006951 Funding Number: NOAA NMFS SE 2022 2006951 Agency: Department of Commerce Category: Science and Technology and other Research and Development Funding Amount: $300,000 |
| Aquatic Fauna Florida Everglades Apply for W9126G 21 2 SOI 4382 Funding Number: W9126G 21 2 SOI 4382 Agency: Department of Defense, Fort Worth District Category: Science and Technology and other Research and Development Funding Amount: $488,537 |
| Alligator Ecological Florida Everglades Apply for W9126G 21 2 SOI 4384 Funding Number: W9126G 21 2 SOI 4384 Agency: Department of Defense, Fort Worth District Category: Science and Technology and other Research and Development Funding Amount: $145,053 |
| Promoting American Leadership, Values, and Economic Prosperity in Artificial Intelligence Apply for SFOP0008191 Funding Number: SFOP0008191 Agency: Department of State, Bureau of Economic and Business Affairs Category: Science and Technology and other Research and Development Funding Amount: $1,332,160 |
| Countering Weapons of Mass Destruction: Academic Research Initiative (ARI) Apply for DHS 21 CWMD 077 001 Funding Number: DHS 21 CWMD 077 001 Agency: Department of Homeland Security, Office of Procurement Operations - Grants Division Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| Developing Natural and Nature-Based Features Based on Engineering With Nature® (EWN) and Landscape Architecture Principles for Project Locations Identified within, or in close proximity to, the Chesapeake Bay Watershed Apply for W81EWF 21 SOI 0020 Funding Number: W81EWF 21 SOI 0020 Agency: Department of Defense, Dept. of the Army -- Corps of Engineers Category: Science and Technology and other Research and Development Funding Amount: $180,000 |
| Developing an Engineering With Nature® (EWN) Approach for Resilience Through Military Installation and Community Engagement Apply for W81EWF 21 SOI 0019 Funding Number: W81EWF 21 SOI 0019 Agency: Department of Defense, Dept. of the Army -- Corps of Engineers Category: Science and Technology and other Research and Development Funding Amount: $1,500,000 |
| Integrated Training Area Management (ITAM) Support Fort Dix Apply for W9126G 21 2 SOI 3894 Funding Number: W9126G 21 2 SOI 3894 Agency: Department of Defense, Fort Worth District Category: Science and Technology and other Research and Development Funding Amount: $700,000 |
| Research Interests of the Air Force Office of Scientific Research Apply for FA9550 21 S 0001 Funding Number: FA9550 21 S 0001 Agency: Department of Defense, Air Force Office of Scientific Research Category: Science and Technology and other Research and Development Funding Amount: $100,000,000 |
| Nanoscale Interactions Apply for PD 21 1179 Funding Number: PD 21 1179 Agency: National Science Foundation Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| Environmental Sustainability Apply for PD 21 7643 Funding Number: PD 21 7643 Agency: National Science Foundation Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| Human-Guided Machine Learning Apply for W911NF 17 S 0003 SN MACHINE LEARNING Funding Number: W911NF 17 S 0003 SN MACHINE LEARNING Agency: Department of Defense, Dept of the Army -- Materiel Command Category: Science and Technology and other Research and Development Funding Amount: $2,000,000 |
| DOD Kidney Cancer, Clinical Trial Award Apply for W81XWH 21 KCRP CTA Funding Number: W81XWH 21 KCRP CTA Agency: Department of Defense, Dept. of the Army -- USAMRAA Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| DOD Kidney Cancer, Academy of Kidney Cancer Investigators Early-Career Investigator Award Apply for W81XWH 21 KCRP AKCIECIA Funding Number: W81XWH 21 KCRP AKCIECIA Agency: Department of Defense, Dept. of the Army -- USAMRAA Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| DOD Kidney Cancer, Clinical Research Nurse Development Award Apply for W81XWH 21 KCRP CRNDA Funding Number: W81XWH 21 KCRP CRNDA Agency: Department of Defense, Dept. of the Army -- USAMRAA Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
| Supporting U.S. Cybersecurity Capacity Building for ASEAN Countries Apply for ESF CYBASEAN FY20 01 Funding Number: ESF CYBASEAN FY20 01 Agency: Department of State, U.S. Mission to Singapore Category: Science and Technology and other Research and Development Funding Amount: $651,750 |
| DOD Chronic Pain Management, Clinical Exploration Award Apply for W81XWH 21 CPMRP CEA Funding Number: W81XWH 21 CPMRP CEA Agency: Department of Defense, Dept. of the Army -- USAMRAA Category: Science and Technology and other Research and Development Funding Amount: Case Dependent |
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 "21 590", 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.
