Robert B. Ross

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Reasoning & Chain-of-Thought (1)Scientific Discovery & Drug Design (1)Tool Use & Agents (1)

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Chris Egersdoerfer (1)P. Carns (1)Shane Snyder (1)Dong Dai (1)

Papers (1)

Nov 15, 2025

Nov 15, 2025·also ANL

STELLAR: Storage Tuning Engine Leveraging LLM Autonomous Reasoning for High Performance Parallel File Systems

LLMs can autonomously tune parallel file systems to near-optimal performance in just five attempts, unlocking I/O optimizations previously inaccessible to most domain scientists.

Chris Egersdoerfer, P. Carns, Shane Snyder +2

Reasoning & Chain-of-Thought Scientific Discovery & Drug Design Tool Use & Agents

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Robert B. Ross

Research focus

Frequent co-authors

Papers (1)