Physics-informed diffusion models for 3D reconstruction of indoor gaseous pollutant fields from sparse measurementsOA
Physics-informed diffusion models for 3D reconstruction of indoor gaseous pollutant fields from sparse measurements
Liang Ma;Tengfei An;Runhan Zhao;Wenli Liu
School of Civil and Hydraulic Engineering,Huazhong University of Science and Technology,Wuhan 430070,ChinaSchool of Civil and Hydraulic Engineering,Huazhong University of Science and Technology,Wuhan 430070,ChinaSchool of Aerospace Engineering,Huazhong University of Science and Technology,Wuhan 430070,ChinaSchool of Civil and Hydraulic Engineering,Huazhong University of Science and Technology,Wuhan 430070,China
indoor air qualityphysics-informed diffusion modelsindoor gaseous pollutant field reconstructionsparse sensing
indoor air qualityphysics-informed diffusion modelsindoor gaseous pollutant field reconstructionsparse sensing
《建筑模拟（英文版）》 2026 (6)
1545-1567,23
The authors gratefully acknowledge the support provided by the National Natural Science Foundation of China(No.52192664,No.72171094,No.U21A20151)and the Intergovernmental Cooperation in International Science and Technology Innovation(2024YFE0114400).The authors also thank the anonymous reviewers for their comments and suggestions about improving the manuscript.
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