A robust collocation-based PINN framework with variational stability simulates time-dependent pollution propagation, demonstrating that thermal inversions significantly increase particulate matter concentrations from snowmobile traffic in Longyearbyen.
proposal for a directive of the european parliament and of the council on ambient air quality and cleaner air for europe (recast) (2022)
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Collocation-based Robust Physics Informed Neural Networks for time-dependent simulations of pollution propagation under thermal inversion conditions on Spitsbergen
A robust collocation-based PINN framework with variational stability simulates time-dependent pollution propagation, demonstrating that thermal inversions significantly increase particulate matter concentrations from snowmobile traffic in Longyearbyen.