The purpose of this study was to model multicomponent oxides using NNP and simulate them with NNMD. To develop NNP to achieve this purpose, we used the large DFT pretraining database provided by the Open Catalyst project. The NNP constructed using pre-training was first implemented for a wide range of compositions (1-7 oxide components).