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researcher

M. Kelp

4 papers hereh-index 15552 citations37 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph2
  • cs.LG1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedA new approach for determining optimal placement of PM2.5 air quality sensors: case study for the contiguous United States

47 citations · 48 across the 3 of their papers we have counts for

collaborators
Showing physics.ao-phShow all

2 papers · 1 filter

physics.ao-ph2024★ 1 cited

Large role of anthropogenic climate change in driving smoke exposure across the western United States from 1992 to 2020

Xu Feng, Loretta J. Mickley, Jed O. Kaplan +3

Wildfire activity has increased dramatically in the western United States (US) over the last three decades, having a significant impact on air quality and human health. However, qu…

physics.ao-ph2018

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…

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