Orders-of-magnitude speedup in atmospheric chemistry modeling through neural network-based emulation

Makoto M. Kelp, Christopher W. Tessum, Julian D. Marshall

Chemical transport models (CTMs), which simulate air pollution transport, transformation, and removal, are computationally expensive, largely because of the computational intensity…