Dataset for "<b>Data to Physics in Minutes: An Agentic Large Language Model Solves a Competitive Adsorption Puzzle</b>"
<p dir="ltr">Scientific modeling often requires navigating a trade-off between physical interpretability and empirical accuracy—a task that can take weeks of iteration, especially in systems with partial observability, structural complexity, and experimental errors. Here, we show how...
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2025
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