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cs.AI2026
CodeDistiller: Automatically Generating Code Libraries for Scientific Coding Agents
Peter Jansen, Samiah Hassan, Pragnya Narasimha
Automated Scientific Discovery (ASD) systems can help automatically generate and run code-based experiments, but their capabilities are limited by the code they can reliably genera…
cs.AI2025
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science
Peter Jansen, Samiah Hassan, Ruoyao Wang
Contemporary approaches to assisted scientific discovery use language models to automatically generate large numbers of potential hypothesis to test, while also automatically gener…