Konan Kouadio Fabrice Arthur

Comparative Analysis of Statistical and Machine Learning Models for Carbon Dioxide Fugacity in Vridi Canal

YAO Marcel Konan, Koffi Kouakou Urbain & Konan Kouadio Fabrice Arthur · Asian Journal of Physical and Chemical Sciences · 2026

This study compared the performance of Multiple Linear Regression (MLR), Multilayer Perceptron (MLP), and a hybrid MLR/MLP model for estimating carbon dioxide fugacity (fCO₂) in the surface waters of Vridi Canal. Measurements and supporting hydroclimatic data collected between Ma...