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Title |
External Id |
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Agency |
Next Deadline |
Details |
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AMMTO-BTO and OE FY22 Multi-Topic FOA: Subtopic 1.1b: Increased Conductivity Metal-Based Material Systems - Conductor/Cables Systems for Power line Validation and Pilot Demonstration |
DE-FOA-0002864 |
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Department of Energy (DOE) |
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Notice of Intent Deadline of Jan 13, 2023 Has Passed
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Title
AMMTO-BTO and OE FY22 Multi-Topic FOA: Subtopic 1.1b: Increased Conductivity Metal-Based Material Systems - Conductor/Cables Systems for Power line Validation and Pilot Demonstration
Agencies
Department of Energy (DOE)
Description
The objective of this sub-topic area is to increase the energy efficiency of electrification by increasing the conductivity of the best metal-based conductors and conductor systems through innovative compositions, conductor material fabrication (including the addition of non-metal materials) and conductor system manufacturing methods.
More Information
https://eere-exchange.energy.gov/Default.aspx#FoaId2e455119-5dd2-4824-876d-f803cea5696c
Submission Limits
An entity may only submit one Concept Paper and one Full Application for each subtopic area of this FOA except where there are also areas of interest, in which case an entity may submit only one Concept Paper and one Full Application for each area of interest within a subtopic.
Cost Sharing:
The cost share must be at least 20% of the total allowable costs for research and development projects (i.e., the sum of the government share, including FFRDC costs if applicable, and the recipient share of allowable costs equals the total allowable cost of the project) and must come from non-federal sources unless otherwise allowed by law. (See 2 CFR 200.306 and 2 CFR 910.130 for the applicable cost sharing requirements.)
Deadlines
| Internal Notice of Intent |
Jan 13, 2023 |
| Notification of Internal Competition |
Jan 14, 2023 |
| Internal Pre-proposal |
Jan 20, 2023 |
| Results of Internal Competition |
Jan 25, 2023 |
| Agency Notice of Intent/Pre-proposal |
Feb 3, 2023 |
| Agency Proposal |
Apr 7, 2023
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AMMTO-BTO and OE FY22 Multi-Topic FOA: Subtopic 1.1a: Increased Conductivity Metal-Based Material Systems-Materials Composition and Fabrication |
De-FOA-0002864 |
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Department of Energy (DOE) |
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|
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Notice of Intent Deadline of Jan 13, 2023 Has Passed — [All slots are filled]
|
Title
AMMTO-BTO and OE FY22 Multi-Topic FOA: Subtopic 1.1a: Increased Conductivity Metal-Based Material Systems-Materials Composition and Fabrication
Agencies
Department of Energy (DOE)
Description
The objective of this sub-topic area is to increase the energy efficiency of electrification by increasing the conductivity of the best metal-based conductors and conductor systems through innovative compositions, conductor material fabrication (including the addition of non-metal materials) and conductor system manufacturing methods.
More Information
https://eere-exchange.energy.gov/Default.aspx#FoaId2e455119-5dd2-4824-876d-f803cea5696c
Submission Limits
An entity may only submit one Concept Paper and one Full Application for each subtopic area of this FOA except where there are also areas of interest, in which case an entity may submit only one Concept Paper and one Full Application for each area of interest within a subtopic.
Cost Sharing:
The cost share must be at least 20% of the total allowable costs for research and development projects (i.e., the sum of the government share, including FFRDC costs if applicable, and the recipient share of allowable costs equals the total allowable cost of the project) and must come from non-federal sources unless otherwise allowed by law. (See 2 CFR 200.306 and 2 CFR 910.130 for the applicable cost sharing requirements.)
Deadlines
| Internal Notice of Intent |
Jan 13, 2023 |
| Notification of Internal Competition |
Jan 14, 2023 |
| Internal Pre-proposal |
Jan 20, 2023 |
| Results of Internal Competition |
Jan 25, 2023 |
| Agency Notice of Intent/Pre-proposal |
Feb 3, 2023 |
| Agency Proposal |
Apr 7, 2023
|
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AMMTO-BTO and OE FY22 Multi-Topic FOA: Subtopic 1.3: AI/Machine Learning for Aerostructures |
DE-FOA-0002864 |
| |
Department of Energy (DOE) |
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Title
AMMTO-BTO and OE FY22 Multi-Topic FOA: Subtopic 1.3: AI/Machine Learning for Aerostructures
Agencies
Department of Energy (DOE)
Description
Manufacturing of large scale aerostructures for energy applications, such as wind turbine blades, is currently very costly and energy intensive. Efforts to optimize design of large complex aerostructures can be very time-consuming. Machine learning (ML) utilizes computational tools to optimize processes, perform tasks, and make decisions/predictions. ML facilitates the analysis of large and complex data sets, such as those produced during the manufacturing of high reliability and/or high value components. The application of ML has the potential to significantly increase manufacturing speed, efficiency, and productivity in the United States (U.S.) aerospace industry.
More Information
https://eere-exchange.energy.gov/Default.aspx#FoaId2e455119-5dd2-4824-876d-f803cea5696c
Submission Limits
An entity may only submit one Concept Paper and one Full Application for each subtopic area of this FOA except where there are also areas of interest, in which case an entity may submit only one Concept Paper and one Full Application for each area of interest within a subtopic.
Cost Sharing:
The cost share must be at least 20% of the total allowable costs for research and development projects (i.e., the sum of the government share, including FFRDC costs if applicable, and the recipient share of allowable costs equals the total allowable cost of the project) and must come from non-federal sources unless otherwise allowed by law. (See 2 CFR 200.306 and 2 CFR 910.130 for the applicable cost sharing requirements.)
Deadlines
| Internal Notice of Intent |
Jan 13, 2023 |
| Notification of Internal Competition |
Jan 14, 2023 |
| Internal Pre-proposal |
Jan 20, 2023 |
| Results of Internal Competition |
Jan 25, 2023 |
| Agency Notice of Intent/Pre-proposal |
Feb 3, 2023 |
| Agency Proposal |
Apr 7, 2023
|
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Medical and Science Program |
N/A |
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Keck Foundation (Keck) |
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Notice of Intent Deadline of Jan 6, 2023 Has Passed — [All slots are filled]
|
Title
Medical and Science Program
Agencies
Keck Foundation (Keck)
Description
The W. M. Keck Research Program seeks to benefit humanity by supporting Medical Research and Science & Engineering projects that are distinctive and novel in their approach, question the prevailing paradigm, or have the potential to break open new territory in their field.
Past grants have been awarded to major universities, independent research institutions, and medical schools to support pioneering biological and physical science research and engineering, including the development of promising new technologies, instrumentation or methodologies. Grants range from $1 million to $5 million and are typically $2 million or less. Please see our grant abstracts for examples of funded projects.
The Research Program employs a two-phase application process with optional pre-application counseling. All communication with the Foundation, including submitting applications, proposals and reports must be via the institution’s designated liaison. Please see the liaison guidelines for more information on this role.
More Information
https://www.wmkeck.org/
Submission Limits
Any eligible institutions may submit one Phase I application per grant cycle to each of the applicable grant areas: Medical Research, and Science & Engineering Research.
Deadlines
| Internal Notice of Intent |
Jan 6, 2023 |
| Notification of Internal Competition |
Jan 7, 2023 |
| Internal Pre-proposal |
Jan 13, 2023 |
| Results of Internal Competition |
Feb 15, 2023 |
| Agency Notice of Intent/Pre-proposal |
N/A |
| Agency Proposal |
May 1, 2023
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Expanding AI Innovation through Capacity Building and Partnerships (ExpandAI) |
NSF 23-503 |
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National Science Foundation (NSF) |
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Title
Expanding AI Innovation through Capacity Building and Partnerships (ExpandAI)
Agencies
National Science Foundation (NSF)
Description
The National Science Foundation and its partners support the continued growth of a broad and diverse interdisciplinary research community
for the advancement of AI and AI-powered innovation, providing a unique opportunity to broadly promote the NSF vision and core values,
especially inclusion and collaboration. The Expanding AI Innovation through Capacity Building and Partnerships (ExpandAI) program aims to
significantly broaden participation in AI research, education, and workforce development through capacity development projects and through
partnerships within the National AI Research Institutes ecosystem.
More Information
https://www.nsf.gov/pubs/2023/nsf23506/nsf23506.pdf
Submission Limits
An organization may submit one proposal per submission window. An organization must wait for a determination from NSF (e.g., Award,
Decline, or Returned Without Review) on the pending proposal before submitting a new proposal in the next window. Declined proposals
require a new invitation to submit (via the Concept Outline process) and significant revision, while proposals Returned Without Review may be
submitted using the same invited Concept Outline (assuming that the proposal is received within one year of the original Concept Outline
invitation).
Deadlines
| Internal Notice of Intent |
Jan 6, 2023 |
| Notification of Internal Competition |
Jan 7, 2023 |
| Internal Pre-proposal |
Jan 23, 2023 |
| Results of Internal Competition |
Jan 30, 2023 |
| Agency Notice of Intent/Pre-proposal |
N/A |
| Agency Proposal |
Mar 13, 2023
|
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Advanced Computing Systems & Services: Adapting to the Rapid Evolution of Science and Engineering Research |
NSF 23-518 |
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National Science Foundation (NSF) |
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This program has been withdrawn as a Limited Submission program.
|
Title
Advanced Computing Systems & Services: Adapting to the Rapid Evolution of Science and Engineering Research
Agencies
National Science Foundation (NSF)
Description
The intent of this solicitation is to request proposals from organizations who are willing to serve as resource providers within the NSF
Advanced Computing Systems and Services (ACSS) program. Resource providers would (1) provide advanced cyberinfrastructure (CI)
resources in production operations to support the full range of computational- and data-intensive research across all of science and
engineering (S&E), and (2) ensure democratized and equitable access to the proposed resources. The current solicitation is intended to
complement previous NSF investments in advanced computational infrastructure by provisioning resources, broadly defined in this solicitation
to include systems and/or services, in two categories:
Category I, Capacity Resources: production computational resources maximizing the capacity provided to support the
broad range of computation and data analytics needs in S&E research; and
Category II, Innovative Prototypes/Testbeds: innovative forward-looking capabilities deploying novel technologies,
architectures, usage modes, etc., and exploring new target applications, methods, and paradigms for S&E discoveries.
Resource Providers supported via this solicitation will be incorporated into NSF’s ACSS program portfolio. This program complements
investments in leadership-class computing and funds a federation of nationally available HPC resources that are technically diverse and
intended to enable discoveries at a computational scale beyond the research of individual or regional academic institutions. NSF anticipates
that at least 90% of the provisioned resource will be available to the S&E community through an open peer-reviewed national allocation
process and have resource users be supported by community and other support services. Such allocation and support services are expected
to be coordinated through the NSF-funded “Advanced Cyberinfrastructure Coordination Ecosystem: Services & Support” (ACCESS) suite of
services, or an NSF-approved alternative as may emerge. If this is not feasible for the proposed resource, proposers must clearly explain in
detail why this is the case and how they intend to make the proposed resource available to the national S&E community.
The ACSS Program especially seeks broad representation of PIs (including women, underrepresented minorities, and individuals with
disabilities) and institutions (including those that have not historically provided nationally allocatable cyberinfrastructure) in both the community
of resource awardees and resources users to continue growing the scale and diversity of the S&E community.
More Information
https://www.nsf.gov/pubs/2023/nsf23518/nsf23518.pdf
Submission Limits
An organization may submit only one proposal but may be a subawardee on other proposals responding to this solicitation. The restriction to
no more than one submitted proposal as lead institution is to help ensure that there is appropriate institutional commitment necessary for
responsible oversight, by the potential awardee institution, of a national resource.
Deadlines
| Internal Notice of Intent |
Jan 2, 2023 |
| Notification of Internal Competition |
Jan 3, 2023 |
| Internal Pre-proposal |
Jan 10, 2023 |
| Results of Internal Competition |
Jan 17, 2023 |
| Agency Notice of Intent/Pre-proposal |
Jan 23, 2023 |
| Agency Proposal |
Feb 21, 2023
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University Consortium for Applied Hypersonics (UCAH) Project Call (TEES/JHTO-RPP-2022-002) |
TEES/JHTO-RPP-2022-002 |
| |
University Consortium for Applied Hypersonics (UCAH) |
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Title
University Consortium for Applied Hypersonics (UCAH) Project Call (TEES/JHTO-RPP-2022-002)
Agencies
University Consortium for Applied Hypersonics (UCAH)
Description
The JHTO, in partnership with Texas A&M Engineering Experiment
Station (TEES) and the UCAH, is soliciting competitive WPs/PPPs supporting hypersonic research and
technology, per the defined Statement of Need (SON) in Section 2.1. JHTO reserves the right to fund none,
some, or all of the submissions made in response to this RWP/RPP. Furthermore, JHTO may choose to
fund a portion of a submission or a combination of submissions. Not all meritorious submissions will necessarily receive funding. TEES and JHTO will exercise their discretion in selecting submissions. TEES
and the JHTO will provide no funding for direct reimbursement of WP/PPP development costs
More Information
https://hypersonics.tamu.edu/wp-content/uploads/2022/11/TEES_JHTO_RWP-RPP-2022-002.pdf
Submission Limits
Each University Consortium Member is limited to leading three White Papers.
Deadlines
| Internal Notice of Intent |
Dec 21, 2022 |
| Notification of Internal Competition |
Dec 22, 2022 |
| Internal Pre-proposal |
Jan 2, 2023 |
| Results of Internal Competition |
Jan 6, 2023 |
| Agency Notice of Intent/Pre-proposal |
Jan 9, 2023 |
| Agency Proposal |
Jan 20, 2023
|
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Innovations in Graduate Education (IGE) Program |
NSF 20-595 |
| |
National Science Foundation (NSF) |
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Notice of Intent Deadline of Dec 16, 2022 Has Passed — [All slots are filled]
|
Title
Innovations in Graduate Education (IGE) Program
Agencies
National Science Foundation (NSF)
Description
The Innovations in Graduate Education (IGE) program is designed to encourage the development and implementation of bold, new, and potentially transformative approaches to STEM graduate education training. The program seeks proposals that explore ways for graduate students in research-based master's and doctoral degree programs to develop the skills, knowledge, and competencies needed to pursue a range of STEM careers.
IGE focuses on projects aimed at piloting, testing, and validating innovative and potentially transformative approaches to graduate education. IGE projects are intended to generate the knowledge required for their customization, implementation, and broader adoption. The program supports testing of novel models or activities with high potential to enrich and extend the knowledge base on effective graduate education approaches.
The program addresses both workforce development, emphasizing broad participation, and institutional capacity building needs in graduate education. Strategic collaborations with the private sector, non-governmental organizations (NGOs), government agencies, national laboratories, field stations, teaching and learning centers, informal science centers, and academic partners are encouraged.
As a special emphasis under this solicitation, IGE seeks proposals that will result in a single cooperative agreement for the development and implementation of an IGE Innovation Acceleration Hub. The Hub will facilitate IGE awardee communications about research activities and outcomes and provide a platform for external stakeholder engagement. Only Hub proposals submitted to the October 2020 deadline will be considered for funding.
More Information
https://www.nsf.gov/pubs/2020/nsf20595/nsf20595.htm?WT.mc_id=USNSF_25&WT.mc_ev=click
Submission Limits
Limit on Number of Proposals per Organization: 2
An eligible organization may participate in two Innovations in Graduate Education proposals per competition. Participation includes serving as a lead organization on a non-collaborative proposal or as a lead organization, non-lead organization, or subawardee on a collaborative proposal. Organizations participating solely as evaluators on projects are excluded from this limitation. Proposals that exceed the institutional eligibility limit (beyond the first two submissions based on timestamp) will be returned without review regardless of the institution's role (lead, non-lead, subawardee) in the returned proposal.
Limit on Number of Proposals per PI or Co-PI: 1
An individual may serve as Lead Principal Investigator (PI) or Co-PI on only one proposal submitted to the IGE program per annual competition. Proposals that exceed the PI/Co-PI eligibility limit (beyond the first submission based on timestamp) will be returned without review regardless of the individual's role (PI or Co-PI) in the returned proposal.
Deadlines
| Internal Notice of Intent |
Dec 16, 2022 |
| Notification of Internal Competition |
Dec 17, 2022 |
| Internal Pre-proposal |
Jan 13, 2023 |
| Results of Internal Competition |
Jan 27, 2023 |
| Agency Notice of Intent/Pre-proposal |
N/A |
| Agency Proposal |
Mar 25, 2023
|
|
|
Strengthening the Cyberinfrastructure Professionals Ecosystem(SCIPE) |
NSF 23-521 |
| |
National Science Foundation (NSF) |
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|
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Notice of Intent Deadline of Dec 16, 2022 Has Passed
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Title
Strengthening the Cyberinfrastructure Professionals Ecosystem(SCIPE)
Agencies
National Science Foundation (NSF)
Description
The overarching goal of this solicitation is to democratize access to NSF’s advanced
cyberinfrastructure (CI) ecosystem and ensure fair and equitable access to resources, services, and
expertise by strengthening how Cyberinfrastructure Professionals (CIP) function in this ecosystem.
It aims to achieve this by (1) deepening the integration of CIPs into the research enterprise, and
(2) fostering innovative and scalable education, training, and development of instructional
materials, to address emerging needs and unresolved bottlenecks in CIP workforce development.
Specifically, this solicitation seeks to nurture, grow and recognize the national CIP [1] workforce
that is essential for creating, utilizing and supporting advanced CI to enable and potentially
transform fundamental science and engineering (S&E) research and education and contribute to the
Nation's overall economic competitiveness and security. Together, the principal investigators
(PIs), technology platforms, tools, and expert CIP workforce supported by this solicitation operate
as an interdependent ecosystem wherein S&E research and education thrive. This solicitation will
support NSF’s advanced CI ecosystem with a scalable, agile, diverse, and sustainable network of
CIPs that can ensure broad adoption of advanced CI resources and expert services including
platforms, tools, methods, software, data, and networks for research communities, to catalyze major
research advances, and to enhance researchers' abilities to lead the development of new CI.
The SCIPE program is led by the Office of Advanced Cyberinfrastructure (OAC) in the Directorate for
Computer and Information Science and Engineering (CISE) and has participation from other NSF
directorates/divisions, as described in Section II. Program Description, Programmatic Areas of
Interest. Not all directorates/divisions are participating at the same level, and some have
specific research and education priorities. The appropriate contact for the SCIPE program in any
directorate/division is the Cognizant Program Officer (PO) for the respective
directorate/division/office/program listed below.
All projects are expected to clearly articulate how they address essential community needs, will
provide resources that will be widely available to and usable by the research community, and will
broaden participation from underrepresented groups. Prospective PIs are strongly encouraged to
contact the Cognizant Program Officers in CISE/OAC and in the participating directorate/division
relevant to the proposal to ascertain whether the focus and budget of their proposed activities are
appropriate for this solicitation. Such consultations should be completed at least one month before
the submission deadline. PIs should include the names of the Cognizant Program Officers consulted
in a Single Copy Document as described in Section V.A. Proposal Preparation Instructions. The
intent of the SCIPE program is to encourage collaboration between CI and S&E domain disciplines.
(For this purpose, units of CISE other than OAC are considered domain disciplines.) To ensure
relevance to community needs and to facilitate adoption, those proposals of interest to one or more
domain divisions must include at least one PI/co-PI with expertise relevant to the targeted
research discipline. All proposals shall include at least one PI/co-PI with expertise pertinent to
OAC.
Prospective PIs contemplating submissions that primarily target communities relevant to
directorates/divisions that are not participating in this solicitation are directed to explore
instead the education and workforce development programs of the respective directorates/divisions.
[1] CI Professionals refers to the community of individuals who provide a broad spectrum of skills
and expertise to the scientific and engineering research enterprise by inventing, developing,
deploying and/or supporting research CI and CI users. Examples of CI Professionals include CI
system administrators, CI research support staff, CI research software engineers, data curators,
and CI facilitators,
tists and engineers who are not in traditional academic paths. See: Transforming Science
: NSF’s Blueprint for Cyberinfrastructure Learning and Workforce Development,
More Information
https://www.nsf.gov/pubs/2023/nsf23521/nsf23521.htm
Submission Limits
Limit on Number of Proposals per Organization: 1
Institutions are limited to one SCIPE proposal per competition. In the event that an institution
exceeds this limit, proposals will be accepted based on earliest date and time of proposal
submission, i.e., the first proposal will be accepted, and the remainder will be returned without
review. No exceptions will be made.
Limit on Number of Proposals per PI or co-PI: 1
An individual may serve as PI, co-PI, or other senior personnel on only one SCIPE proposal per
competition. In the event that an individual
on earliest date and time of proposal submission, i.e., the first proposal will be accepted, ainder
will be returned without review. No exceptions will be made.
Deadlines
| Internal Notice of Intent |
Dec 16, 2022 |
| Notification of Internal Competition |
Dec 17, 2022 |
| Internal Pre-proposal |
Jan 6, 2023 |
| Results of Internal Competition |
Jan 16, 2023 |
| Agency Notice of Intent/Pre-proposal |
N/A |
| Agency Proposal |
Feb 23, 2023
|
|
|
Advanced Computing Systems & Services: Adapting to the Rapid Evolution of Science and Engineering Research |
NSF 23-518 |
| |
National Science Foundation (NSF) |
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|
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|
| |
Only Category I Submissions are allowed
|
| |
Notice of Intent Deadline of Dec 16, 2022 Has Passed
|
Title
Advanced Computing Systems & Services: Adapting to the Rapid Evolution of Science and Engineering Research
Agencies
National Science Foundation (NSF)
Description
The intent of this solicitation is to request proposals from organizations who are willing to serve as resource providers within the NSF
Advanced Computing Systems and Services (ACSS) program. Resource providers would (1) provide advanced cyberinfrastructure (CI)
resources in production operations to support the full range of computational- and data-intensive research across all of science and
engineering (S&E), and (2) ensure democratized and equitable access to the proposed resources. The current solicitation is intended to
complement previous NSF investments in advanced computational infrastructure by provisioning resources, broadly defined in this solicitation
to include systems and/or services, in two categories:
Category I, Capacity Resources: production computational resources maximizing the capacity provided to support the
broad range of computation and data analytics needs in S&E research; and
Category II, Innovative Prototypes/Testbeds: innovative forward-looking capabilities deploying novel technologies,
architectures, usage modes, etc., and exploring new target applications, methods, and paradigms for S&E discoveries.
Resource Providers supported via this solicitation will be incorporated into NSF’s ACSS program portfolio. This program complements
investments in leadership-class computing and funds a federation of nationally available HPC resources that are technically diverse and
intended to enable discoveries at a computational scale beyond the research of individual or regional academic institutions. NSF anticipates
that at least 90% of the provisioned resource will be available to the S&E community through an open peer-reviewed national allocation
process and have resource users be supported by community and other support services. Such allocation and support services are expected
to be coordinated through the NSF-funded “Advanced Cyberinfrastructure Coordination Ecosystem: Services & Support” (ACCESS) suite of
services, or an NSF-approved alternative as may emerge. If this is not feasible for the proposed resource, proposers must clearly explain in
detail why this is the case and how they intend to make the proposed resource available to the national S&E community.
The ACSS Program especially seeks broad representation of PIs (including women, underrepresented minorities, and individuals with
disabilities) and institutions (including those that have not historically provided nationally allocatable cyberinfrastructure) in both the community
of resource awardees and resources users to continue growing the scale and diversity of the S&E community.
More Information
https://www.nsf.gov/pubs/2023/nsf23518/nsf23518.pdf
Submission Limits
An organization may submit only one proposal but may be a subawardee on other proposals responding to this solicitation. The restriction to
no more than one submitted proposal as lead institution is to help ensure that there is appropriate institutional commitment necessary for
responsible oversight, by the potential awardee institution, of a national resource.
Collaborative projects may only be submitted as a single proposal in which a single award is being requested (PAPPG Chapter II.E.3.a). The
involvement of partner organizations should be supported through subawards administered by the submitting organization.
These eligibility constraints will be strictly enforced in order to treat everyone fairly and consistently. In the event that an organization exceeds
this limit, the proposal received within the limit will be accepted based on the earliest date and time of proposal submission (i.e., the first
proposal received will be accepted and the remainder will be returned without review). No exceptions will be made.
Deadlines
| Internal Notice of Intent |
Dec 16, 2022 |
| Notification of Internal Competition |
Dec 17, 2022 |
| Internal Pre-proposal |
Jan 6, 2023 |
| Results of Internal Competition |
Jan 13, 2023 |
| Agency Notice of Intent/Pre-proposal |
N/A |
| Agency Proposal |
Feb 21, 2023
|
|
Anyone wishing to submit a proposal for one of these programs should click on the appropriate link in the list above. To expedite the process of planning an internal competition, please submit your notice of intent as soon as you know you have an interest in the funding program. You are only required to include the name of the Principal Investigator, any co-PI's, and the subject or title of the proposed project. The deadline for the internal notice of intent is indicated above.
Office of the Vice President for Research
