Jian Liu

Title: Biography of Inventor Jian Liu

Introduction

Jian Liu is an innovative inventor based in Chongqing, China. He has made significant contributions to the fields of machine learning and neural networks, holding two patents that showcase his expertise and creativity.

Latest Patents

His latest patents include a "Membrane fouling early warning method and device based on machine learning." This application introduces a methodology that utilizes a machine learning-based membrane fouling prediction model to forecast and generate electrochemical information values. These values characterize the extent of membrane fouling at various time points based on influent water quality parameters. The system computes and assesses fouling levels and issues early warning signals to manage membrane fouling effectively. Another notable patent is the "Method for object detection and recognition based on neural network." This method enhances the existing YOLOv5 network model by adding a detection layer and training it to improve the detection of multiple classes of objects, particularly small ones.

Career Highlights

Jian Liu has worked at prominent institutions, including Chongqing University and Dibi Intelligent Technology Research Institute Co., Ltd. His work has significantly impacted the development of advanced technologies in his field.

Collaborations

Throughout his career, Jian has collaborated with talented individuals such as Le Han and Ting Zou. These partnerships have contributed to the success of his projects and innovations.

Conclusion

Jian Liu's contributions to technology through