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NSF ACCESS Allocations Program for AI and ML Compute Resources is sponsored by U.S. National Science Foundation (NSF). The NSF ACCESS program allocates compute time on NSF-funded high-performance computing systems, including GPUs, for AI and ML research, training, and education. This is a valuable resource for researchers focused on computational approaches to AI/ML in biology.
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How can ACCESS supercharge your research? ACCESS is a program established and funded by the U.S. National Science Foundation to help researchers and educators, with or without supporting grants, to utilize the nation’s advanced computing systems and services – at no cost to you. In a given month, more than 2.
5 million jobs are run on average by more than 4,000 researchers representing more than 2,000 unique research projects . Find information just for you See how ACCESS is advancing discovery NSF ACCESS Allocations Power Murray State University Hydrogen Storage Study SDSC’s Expanse used for article that lands on journal cover. ACCESS staff and resource providers will host and present at several events for this year’s PEARC conference.
What researchers are saying ACCESS is a large, distributed ecosystem. We’re here to help you every step of the way. Receive our monthly newsletter with ACCESS program news in your inbox.
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According to the current listing, eligibility includes: U. S. -based researchers. No PI status is required for some tiers – postdocs, graduate students, and faculty can apply independently. Confirm the full requirements in the official notice before applying.
NSF ACCESS Allocations Program for AI and ML Compute Resources is funded by U.S. National Science Foundation (NSF). Verify program details on the funder's official page before applying.
Start from the official opportunity page linked in this listing — it carries the sponsor's submission instructions.
MGPV Travel Grant is sponsored by Geological Society of America (GSA), Mineralogy, Geochemistry, Petrology, Volcanology Division. MGPV Travel grants support student travel to the annual GSA meeting. Applications are restricted to active graduate or undergraduate students who are the presenting authors of an accepted abstract at the annual GSA meeting.
Research Opportunities in Space and Earth Science (ROSES) - 2025: A.4 Rapid Response and Novel Research in Earth Science is sponsored by National Aeronautics and Space Administration (NASA) Science Mission Directorate (SMD). This omnibus research funding opportunity includes various program elements, with rolling submissions for Earth Science research through August 2026. Proposers to Earth Science using the NASA Center for Climate Simulation high-end computing facility must include specific budget details.
TCUP lists eight funding tracks and roughly $10.3M a year, but the October 14, 2026 deadline applies to only three of them — CHAI, Pre-TI, and TCUP Partnerships — and each carries a restriction that disqualifies most applicants. Here is the track-by-track math.
Read articleNSF 26-513 makes roughly $100 million available for up to 10 State and Regional AI Infrastructure Hubs at $4M to $12M each over five years. One award per state or multi-state region. One proposal per organization. And NSF is not buying you GPUs — it funds the coordination, the workforce and the faculty training, while the compute has to come from partners you have to already have.
Read articleAs of September 12, NSF had obligated $6.3 billion across 6,200 grants versus $8.1 billion and 8,600 last year. AHRQ has made 61 awards. Judge Allison Burroughs ordered the government to report by September 28 on whether IES will obligate $180 million before it expires. Here is what actually happens to the money on October 1 — and what it means for your FY2027 application.
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