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What is an allocation?

To get started, you need an ACCESS project and some resource units you can spend. Your ACCESS project and resource units are what we refer to as an Allocation. An allocation is your project to use a portion of a shared resource.

Through ACCESS, you can get an allocation to use computing and data resources to accomplish your research or classroom objectives.

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Which resources?

We've got modeling and analysis systems, GPU-oriented systems, large-memory nodes, storage, and more. Resource providers have designed their systems to serve a wide range of research and education needs — including yours!

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Latest from ACCESS

Publications

Spontaneous Orofacial Pain Determination in Rats (2026-11-06)
How to Probe Hydrated Dielectrons Experimentally: <i>Ab Initio</i> Simulations of the Absorption Spectra of Aqueous Dielectrons, Electron Pairs, and Hydride (2026-11-06)
Roles of H-Bonding and Hydride Solvation in the Reaction of Hydrated (Di)electrons with Water to Create H<sub>2</sub> and OH<sup>–</sup> (2026-11-06)
Ab Initio Insights into the Formation of Hydrated Dielectrons: Structure and Recombination Dynamics (2026-11-06)
Using Density-Corrected DFT to Understand Density-Driven and Functional-Dependent Errors in Ab Initio Simulations of the Hydrated Electron (2026-11-05)

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Projects

Benchmarking Machine Learning models against Quantum Chemistry Density Functional Theory (DFT) methods for the screening of small molecules for drug discovery (2026-11-06)
Benchmarking and scaling spatial population-genetic inference (2026-11-06)
Solve the Pattern, Not the Instance: Inducing Verified Skills from Streams of Planning Requests (2026-11-06)
Sparse Mixture of Experts to Accelerate Machine-Learned Interatomic Potentials (2026-11-06)
Replica-ensemble machine learning for a public CMS HH→4b benchmark: background estimation, signal classification and reference baselines (2026-11-06)

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Monthly Stats

784 projects were awarded to 767 researchers and educators at 246 institutions.

4,364,712 jobs from 8,269 users on 4,467 projects were reported by 24 resources.

317 publications were reported by 188 researchers in 45 fields of science.

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