Committed to the interdisciplinary integration of new liberal arts and new engineering, focusing on the frontiers of new design such as big health and human factors, based on the perspective of scientific and artistic innovation, using multidisciplinary theories and methods, to carry out a series of theoretical and practical research on contemporary issues of man and space.
As the project leader, he presided over 4 provincial and ministerial scientific research projects, 1 department and bureau level, and 2 school-level projects, with a total funding of 210,000 yuan; 2 horizontal projects, with a cooperation fund of more than 18 yuan.
1. Ministry of Education Philosophy and Social Science Project Research on Rehabilitative Virtual Scene Design of College Students' Depressive Tendency Based on EEG Assessment, Project Approval No. 24YJCZH077, under research;
2. Guangdong Philosophy and Social Science Foundation Project Cross-border Application Research of Microscience and Art under the Guidance of Innovation-Driven, project approval number GD19YYS08, completed;
3. Guangzhou Philosophy and Social Science Project Research on the Long-term Mechanism of Promoting the Green Coordinated Development of Urban and Rural Areas in Guangzhou, Project Approval No. 2023GZGJ197, under research;
4. Guangzhou Applied Basic Research Program Project Research on the Application of Urban Micro-transformation Building Model Based on Deep Learning in Urban Renewal, project number 202201010102, completed;
5. Guangdong Provincial Department of Education Project Cross-border Application Research of Micro Art and Science and Technology from the Perspective of Social Innovation Design, Project No. 2020WQNCX001, Completed;
6. The basic basic business project of central universities Research on the Construction of Rural Public Space Image Construction in Guangdong Province Based on Perceptual Experience, project number QNMS202324, has been completed.
Participated in 1 art project each of the National Natural Science Foundation of China and the National Social Science Foundation of China; undertake a number of horizontal scientific research projects;
PAPER
1. Guo, Yi, The microscopic visual forms in architectural art design following deep learning, Journal of Supercomputing, 2022-1, 78, (SCI, JCR Zone 2, Impact Factor: 2.474);
2. Guo Yi, Hua Ying Embroidery Fresh: The Fashion Communication of Traditional Embroidery, Art Observation, 2020.12, (CSSCI, Chinese Core Journal, Impact Factor: 0.206);
3、Guo,Yi*; Li,Recognition and extraction of high-resolution satellite remote sensing image buildings based on deep learning，Neural Computing & Applications，2022-2，34 ...
