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#diffusion models Open access Oct 2026

NeuPlume: generative inversion of atmospheric point-source emissions from sparse observations

Inverting point-source emissions from sparse atmospheric observations is difficult because emission rate, release height, wind speed, turbulence, and plume morphology can compensate for one another. We present NeuPlume, a neural-physical framework that formulates inversion as observation-guided generation and selecti...

Lei Wang, Xin Ma · 0 citations

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