Wind speed prediction using a hybrid model of the multi-layer perceptron and whale optimization algorithm

no code implementations • 14 Feb 2020 • Saeed Samadianfard, Sajjad Hashemi, Katayoun Kargar, Mojtaba Izadyar, Ali Mostafaeipour, Amir Mosavi, Narjes Nabipour, Shahaboddin Shamshirband

In the current study, for predicting wind speed at target stations in the north of Iran, the combination of a multi-layer perceptron model (MLP) with the Whale Optimization Algorithm (WOA) used to build new method (MLP-WOA) with a limited set of data (2004-2014).

Modeling Daily Pan Evaporation in Humid Climates Using Gaussian Process Regression

no code implementations • 1 Aug 2019 • Sevda Shabani, Saeed Samadianfard, Mohammad Taghi Sattari, Shahab Shamshirband, Amir Mosavi, Tibor Kmet, Annamaria R. Varkonyi-Koczy

Evaporation is one of the main processes in the hydrological cycle, and it is one of the most critical factors in agricultural, hydrological, and meteorological studies.

GPR regression