According to the fourth paragraph of Article 69 of the Patent Law, the exclusive use of relevant patents for scientific research and experiments is not regarded as infringement, and it can be a direct application as you said, or it can be used under other circumstances.
Acts and non-profit activities aimed at scientific research and experiments on patent topics;
Infringement is for profit.