The proposed 'sparse discovery' algorithm reduces to a nullspace calculation on a library matrix, with no sparsity enforcement and no validation of the discovered relations.
Sparse learning of stochastic dynamical equations,The Journal of Chemical Physics, Vol
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Sparse Discovery of Functional Relationships in Solutions to Systems of Differential Equations
The proposed 'sparse discovery' algorithm reduces to a nullspace calculation on a library matrix, with no sparsity enforcement and no validation of the discovered relations.