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cs.AI2026
Benchmarking Text-to-Python against Text-to-SQL: The Impact of Explicit Logic and Ambiguity
Hangle Hu, Chenyu Hou, Bin Cao +1
While Text-to-SQL remains the dominant approach for database interaction, real-world analytics increasingly require the flexibility of general-purpose programming languages such as…
cs.AI2026
From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design
Xufei Tian, Wenli Du, Shaoyi Yang +4
Process simulation is a critical cornerstone of chemical engineering design. Current automated chemical design methodologies focus mainly on various representations of process flow…