Neural network-based source tracking of chemical leaks with obstacles
The leakage of hazardous gases poses a significant threat to public security and causes
environmental damage. The effective and accurate source term estimation (STE) is …
environmental damage. The effective and accurate source term estimation (STE) is …
Fast dynamic prediction of consequences of heavy gas leakage accidents based on machine learning
C Fan, H Gong, Y Zhang, W Ma, Q Yu - Frontiers in Environmental …, 2024 - frontiersin.org
The field of emergency risk management in chemical parks has been characterized by a
lack of fast, precise and dynamic prediction methods. The application of computational fluid …
lack of fast, precise and dynamic prediction methods. The application of computational fluid …
Source term estimation: variational method versus machine learning applied to urban air pollution
R Lopez-Ferber, S Leirens… - CSC 2022-IFAC Workshop …, 2022 - cea.hal.science
Source detection is a field of study gaining interest due to environmental concerns about air
quality in populated areas. We developed a machine learning framework inspired by …
quality in populated areas. We developed a machine learning framework inspired by …