Adding a penalty on the determinant of the metric of a PINN's latent space improves transfer learning to stiffer regimes in three ODE examples.
Pure & Applied Mathematics S
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Efficient PINNs via Multi-Head Unimodular Regularization of the Solutions Space
Adding a penalty on the determinant of the metric of a PINN's latent space improves transfer learning to stiffer regimes in three ODE examples.