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2025 ALCF Science Report

Report
Explore the ALCF’s 2025 Science Report to learn how our user community is breaking new ground in scientific computing. From AI-driven advances in biomedicine and materials discovery to high-fidelity simulations of hypersonic flight and rapid data analysis for experiments, ALCF’s HPC and AI resources are enabling high-impact research at unprecedented scale and speed.

DOE launches ​Genesis Mission

AI for Science
Argonne will play a pivotal role in the national effort to harness AI for breakthroughs in scientific discovery, energy innovation, and national security.
Genesis Mission
Aurora News

Aurora Science and User News

Argonne’s Aurora Supercomputer Enables Trillion-Atom Light–Matter Simulations

HPCwire

Building AI Foundation Models to Accelerate the Discovery of New Battery Materials

HPCwire

US supercomputers train on billions of molecules to boost battery material discovery

Interesting Engineering

Foundation Models to Accelerate the Discovery of New Battery Materials

CleanTechnica

Learn More About Aurora

Argonne researchers and supercomputers contribute to four Gordon Bell Prize finalists

Science
DOE's exascale systems, including ALCF's Aurora, power groundbreaking studies in AI-driven weather forecasting, cosmology, light-matter dynamics, and quantum materials research.
Aurora

ALCF announces its 2025-2026 User Advisory Council

Announcement
The council brings together expert users and stakeholders for guidance on resources, services, and policies to help strengthen opportunities for the entire ALCF community
2025-2026 ALCF User Advisory Council

ALCC call open through January 26, 2026

Call for Proposals
The ASCR Leadership Computing Challenge is now seeking proposals for access to DOE supercomputers — Aurora, Polaris, Frontier, and Perlmutter — for the 2026–2027 allocation year.
banner for alcc call

Argonne hosts Intro to HPC Bootcamp to train next-gen computational scientists

Outreach
Bringing together participants from a range of science disciplines, the Argonne Intro to HPC Bootcamp focuses on foundational concepts in high-performance computing to help participants apply them to projects focused on real-world challenges.
Image of students collaborating

User Updates

AskALCF Support Chatbot

Support Service
An AI-powered assistant that can help quickly answer your questions about using our computing resources.
askACLF
Events

Upcoming Training and Events

mCLM: A Modular Chemical Language Model that Generates Functional and Makeable Molecules

12/19/2025

Building a Virtual AI Biomedical Scientist

01/20/2026

2026 ALCF INCITE GPU Hackathon

04/28 - 30/2026

See All Events
Updates

Recent Facility Updates

Aurora User Tip: Big Run Day

Now Open: 2026-2027 ALCC Call for Proposals

Maintenance Notice: Polaris and Eagle: January 5-8

Reduced Default PVC Frequency for All Aurora Compute Node GPUs Through December 19

Eagle Filesystem Issues Resolved

Upcoming Migration of Non-HPSS Globus Endpoints

See All Facility Updates

Machine Status

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Sophia

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Crux

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