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cs.AI2026
Fantastic Scientific Agents and How to Build Them: AgentBuild for Rietveld Refinement
Woong Shin, Craig A. Bridges, Marshall T. McDonnell +1
As scientific workflows shift from deterministic executables to LLM-based agents, the development practices on offer, such as fine-tuning, reinforcement learning, and prompt-and-go…
cs.AI2025
The (R)evolution of Scientific Workflows in the Agentic AI Era: Towards Autonomous Science
Woong Shin, Renan Souza, Daniel Rosendo +4
Modern scientific discovery increasingly requires coordinating distributed facilities and heterogeneous resources, forcing researchers to act as manual workflow coordinators rather…