Author

M. J. Qomi

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Preprint Jul 2026

PHREEQC-MCQ-200: A Diagnostic Benchmark for Tool-Augmented Scientific Simulator Agents

It is argued that evaluations of scientific agents should report not only accuracy, but also item-level retention, output-access sensitivity, trajectory failures, and where the computation chain breaks.

Ke Zhang, Sahchit Chundur, M. J. Qomi et al. · 0 citations