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Open Access Academic Papers from Research Square

12 results found
Research Article under-review

Hydrochemical Characterization and Water Quality Modelling of the Axios River (Northern Greece) Using Factor Analysis, Artificial Neural Networks and Multiple Linear Regression

Vasiliki Kinigopoulou, Christos Mattas, Ioannis Vrouhakis, Evangelos Hatzigiannakis

This study investigates the hydrochemical characteristics and controlling factors of water quality along the Axios River (Northern Greece) using a combination of statistical methods and artificial neu...

Environmental Monitoring and Assessment 2026-04-20 rs-9232782
Hydrochemistry Water quality modelling Electrical conductivity Artificial neural networks Multivariate statistical analysis Feature selection Machine learning River systems
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Research Article under-review

Solving the Exact Solutions of the Fifth-order Dispersive Caudrey-Dodd-Gibbon Equation Based on the Feature-enhanced Direct Symbolic Computation Neural Network Algorithm

Jiang-Long Shen, Xia Li

The Caudrey-Dodd-Gibbon (CDG) equation, a core constituent of the fifth-order Korteweg-de Vries (KdV)-type nonlinear wave equations, possesses exact solutions that are of pivotal significance for eluc...

Nonlinear Dynamics 2026-04-20 rs-9350197
Fifth-order dispersion nonlinear wave equation Feature enhancement Direct symbolic computation Neural networks
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