Surrogate optimization of deep neural networks for groundwater predictions - Müller, Juliane; Park, Jangho; Sahu, Reetik; Varadharajan, Charuleka; Arora, Bhavna; Faybishenko, Boris; Agarwal, Deborah (Journal of global optimization, 2021)
Keywords: Algorithms; Ambient temperature; Artificial neural networks; Computer Science; Deep learning; Groundwater; Groundwater levels; Machine learning; Management; Mathematics; Mathematics and Statistics; Multilayer perceptrons; Neural networks; Operations Research/Decision Theory; Optimization; Precipitation variability; Random sampling; Real Functions; Water; Water, Underground; Hyperparameter optimization; Surrogate models; Groundwater prediction; Machine learning; Derivative-free optimization