Influence of data preprocessing on neural network performance for reproducing CFD simulations of non-isothermal indoor airflow distribution - Zhou, Qi; Ooka, Ryozo (Energy and buildings, 2021)
Keywords: Air flow; Algorithms; Boundary conditions; Computer simulation; Data preprocessing; Indoor airflow prediction; Indoor environments; Inverse design; Learning algorithms; Machine learning; neural network (NN); Neural networks; Non-isothermal; Predictions; Preprocessing; Submergence; Surface temperature; Temperature distribution; Training; Two dimensional models; Velocity; neural network (NN); Non-isothermal; Data preprocessing; Indoor airflow prediction