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Beyond Equation Search: Conjecture-Guided Discovery with SCOPE and ClosureBench
Most symbolic regression methods optimize candidate equations, but improving an equation's fit does not establish whether its underlying scientific conjecture should be retained, revised, or rejected. A conjecture may admit multiple mathematical realizations, and similarly accurate equations may imp
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