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.
directive 2008/50/ec of the european parliament and of the council of 21 may 2008 on ambient air quality and cleaner air for europe (2008)
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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.