AgentStage: Exploiting LLM Thinking for Data Staging in Scientific Agents

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@inproceedings{yildirim2026agentstage,
  grc_key = {yildirim2026agentstage},
  grc_slug = {yildirim-2026-agentstage-7c4a},
  author = {Yildirim, I. and Sun, X.-H. and Kougkas, A.},
  title = {{AgentStage: Exploiting LLM Thinking for Data Staging in Scientific Agents}},
  booktitle = {22nd IEEE International Conference on eScience (eScience 2026)},
  year = {2026},
  month = sep,
  publication_status = {accepted},
  url = {https://www.escience-conference.org/2026/papers},
  keywords = {LLM Agents, LLM Thinking, Scientific Tasks, Data Staging, Prefetch, HPC I/O, Tiered Storage},
}