2 papers
cs.LG2024
A Staged Deep Learning Approach to Spatial Refinement in 3D Temporal Atmospheric Transport
M. Giselle Fernández-Godino, Wai Tong Chung, Akshay A. Gowardhan +4
High-resolution spatiotemporal simulations effectively capture the complexities of atmospheric plume dispersion in complex terrain. However, their high computational cost makes the…
cs.LG2024
Spatiotemporal Predictions of Toxic Urban Plumes Using Deep Learning
Yinan Wang, M. Giselle Fernández-Godino, Nipun Gunawardena +2
Industrial accidents, chemical spills, and structural fires can release large amounts of harmful materials that disperse into urban atmospheres and impact populated areas. Computer…