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An Improved Modification of Accelerated Double Direction and Double Step-Size Optimization Schemes
(Basel : MDPI, 2022)
We propose an improved variant of the accelerated gradient optimization models for solving unconstrained minimization problems. Merging the positive features of either double direction, as well as double step size accelerated ...
Application of Solar Activity Time Series in Machine Learning Predictive Modeling of Precipitation-Induced Floods
(Basel : MDPI, 2023)
This research is devoted to the determination of hidden dependencies between the flow of particles that come from the Sun and precipitation-induced floods in the United Kingdom (UK). The analysis covers 20 flood events ...