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PROJECTS
In a highly cyclic community (S3), vertices in each subgroup mostly connect directionally to vertices in the “next” adjacent subgroup. The new factorizations enable discovery of such phenomena.

Math for Data Mining

Newly developed mathematical techniques reveal important tools for data mining analysis.

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Legacy

Sapphire

Drawing from data mining, image and video processing, statistics, and pattern recognition, these computational tools improve the way scientists extract useful information from data.

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Legacy

LOCAL

This project's techniques reduce bandwidth requirements for large unstructured data by making use of data compression and optimizing the layout of the data for better locality and cache reuse.

NEWS
Lori Diachin on the main stage at SC25

LLNL caps SC25 with HPC leadership, major science advances and artificial intelligence

LLNL’s presence, which included dozens of sessions, including tutorials, workshops, paper presentations and birds-of-a-feather meetings was felt across virtually every major event of the week.

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Video: The perfect metaphor for AI security

How do we keep artificial intelligence safe and secure as it advances at breakneck speed? This video explores the risks of AI systems powering today’s chatbots, virtual assistants, and more.

stylized graphic of code overlaid with a neural network diagram

NeurIPS 2025 acceptances

Join LLNL at the 39th annual Conference on Neural Information Processing Systems on December 2–7.