A two-step combined algorithm based on NARX neural network and the subsequent prediction of the residues improves prediction accuracy of the greenhouse gases concentrations. - Alexander Buevich; Alexander Sergeev; Andrey Shichkin; Elena Baglaeva (Neural Comput. Appl., 2021)

Three-day forecasting of greenhouse gas CH4 in the atmosphere of the Arctic Belyy Island using discrete wavelet transform and artificial neural networks. - Anna Rakhmatova; Alexander Sergeev; Andrey Shichkin; Alexander Buevich; Elena Baglaeva (Neural Comput. Appl., 2021)

The statistical analysis of training data representativeness for artificial neural networks: spatial distribution modelling of heavy metals in topsoil. - Aleksandr Sergeev; Elena Baglaeva; Andrey Shichkin; Alexander Buevich (Earth Sci. Informatics, 2024)