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H. Nguyen

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Preprint Oct 2026

LLM Agents as Resilience Engineers for Scientific Applications

Efficient checkpoint/restart support is essential for resilient HPC scientific applications, but implementing it requires substantial expertise: developers must identify recoverable state, choose globally consistent checkpoint points, and preserve application invariants during restart. We study whether frontier LLM cod...

H. Nguyen, Tekin Bicer, Kyle Chard et al. · 0 citations
Preprint Sep 2026

Avatar: Toward Autonomous End-to-End Orchestration of Scientific Workflows using LLMs

This work presents Avatar, an actor-based architecture comprising an orchestrator, an executor, and a provenance monitor, and observes that Avatar's rule mode reproduces native execution, with a single unchanged core running all three.

Suman Raj, H. Nguyen, Haochen Pan et al. · 0 citations

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