Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain
the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in
Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles
and JavaScript.
Optimization strategy for RNN model training. Bayesian Optimization99 tunes essential hyperparameters to balance model complexity and generalization, while the Adam optimizer100 and controlled learning rate adjustments ensure effective convergence without overfitting.