Symbolic Equation
lingzhi227/agent-research-skillsYou can uncover hidden scientific equations from your data using artificial intelligence. This skill uses a method called LLM-guided evolutionary search to find patterns that become clear mathematical rules.
The process works like a smart exploration of many possible equations. It groups similar equations into clusters and picks the best ones. An AI language model helps create new equation versions to test.
This approach is ideal for symbolic regression and equation discovery in science and engineering. It prefers simple and interpretable equations over complex ones that just fit the data.
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