Data-Free Symbolic Regression Approach for Solving
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A Data-Free Symbolic Regression Approach for Solving Equations
arXiv:2606.07152v1 Announce Type: new Abstract: Many equations arising in science currently cannot be solved by available analytical techniques and are therefore solved numerically, without yielding explicit symbolic expressions. Existing symbolic regression approaches can recover symbolic expressions, but require training data obtained from the underlying process, rather than the governing equation alone.