Company Filing History:
Years Active: 2022-2025
Title: Innovations of Inventor Xin Zhang
Introduction
Xin Zhang is a notable inventor based in Wuxi, China. He has made significant contributions to the fields of environmental protection and predictive modeling. With a total of 2 patents, his work focuses on developing advanced methods for prediction and analysis.
Latest Patents
Xin Zhang's latest patents include a "Method for constructing target prediction model in multicenter small sample scenario" and a "Deep spatial-temporal similarity method for air quality prediction." The first patent provides a method for constructing a target prediction model that utilizes transfer learning to predict a training set of a new node. This approach allows for the efficient acquisition of model knowledge, reducing deployment time and costs while ensuring good classification effects for nodes with small sample sizes. The second patent introduces a deep spatial-temporal similarity method for predicting air quality. This method effectively combines temporal changes in air pollution with spatial diffusion relationships, leading to more accurate predictions of air quality-related indexes.
Career Highlights
Xin Zhang is affiliated with Jiangnan University, where he continues to advance his research and innovations. His work has garnered attention for its practical applications in environmental monitoring and predictive analytics.
Collaborations
Xin Zhang collaborates with several colleagues, including Wei Fang and Pengjiang Qian, who contribute to his research endeavors.
Conclusion
Xin Zhang's innovative approaches in predictive modeling and environmental protection highlight his significant contributions to science and technology. His patents reflect a commitment to improving accuracy and efficiency in critical areas of research.