الباحثون

Zihan Yu

المنشورات 2

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SRHarness: A Harness for Agentic Symbolic Regression

Zihan Yu, Shixuan Zhou, Hao Huang وآخرون · 2026

Recent agentic symbolic regression approaches increasingly rely on large language models to analyze data, select scientific operations, and refine hypotheses over long search trajectories. In such systems, performance depends not only on the underlying model and search strategy, but also on the runtime infrastructure t …

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MechBench: Can AI Scientific Agents Discover Mechanisms Beyond Phenomenal Laws?

Zihan Yu, Jia-Dong Zhang, Jialin Cheng وآخرون · 2026

Scientific discovery requires not only recovering mathematical laws that describe observable behavior, but also identifying the mechanisms that generate them. Existing benchmarks for symbolic regression and scientific agents primarily evaluate phenomenal-law recovery, leaving mechanism discovery largely untested. We in …

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