Scholar
Woong Shin
Google Scholar ID: CrxeLiAAAAAJ
Research Staff Member, Analytics & AI Methods at Scale (AAIMS), Oak Ridge National Laboratory
HPC energy efficiency
Operational Data Analytics
AI/ML systems & applications
System architecture
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Citations & Impact
All-time
Citations
299
H-index
9
i10-index
8
Publications
20
Co-authors
0
Publications
7 items
Toward Trustworthy Autonomous Science: A Two-Year Community Roadmap
2026
Cited
0
Fantastic Scientific Agents and How to Build Them: AgentBuild for Rietveld Refinement
2026
Cited
0
Beyond Pixels: Introspective and Interactive Grounding for Visualization Agents
2026
Cited
0
Wattchmen: Watching the Wattchers -- High Fidelity, Flexible GPU Energy Modeling
2026
Cited
0
LLM Agents for Interactive Workflow Provenance: Reference Architecture and Evaluation Methodology
2025
Cited
0
The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science
2025
Cited
0
A Grassroots Network and Community Roadmap for Interconnected Autonomous Science Laboratories for Accelerated Discovery
2025
Cited
0
