Hyperparameter optimization in machine learning algorithm for extrapolations of variation calculations

An optimization method for hyperparameters of our machine learning extrapolation algorithm for results of variational calculations in quantum mechanics, is proposed. The method makes it possible to obtain the optimal values of hyperparameters for artificial neural network training. Deviations of som... View More