TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visualization

Nathaniel Gorski, Shusen Liu, Bei Wang

Recent agentic systems demonstrate that large language models can generate scientific visualizations from natural language. However, reliability remains a major limitation: systems…