Lucas M. Harris

activity

20242026

most citedACE2-SOM: Coupling an ML atmospheric emulator to a slab ocean and learning the sensitivity of climate to changed CO

_{2}

4 citations · 7 across the 4 of their papers we have counts for

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physics.ao-ph2024★ 4 cited

ACE2-SOM: Coupling an ML atmospheric emulator to a slab ocean and learning the sensitivity of climate to changed CO $_{2}$

Spencer K. Clark, Oliver Watt-Meyer, Anna Kwa +6

While autoregressive machine-learning-based emulators have been trained to produce stable and accurate rollouts in the climate of the present-day and recent past, none so far have…

physics.ao-ph2024★ 3 cited

ACE2: Accurately learning subseasonal to decadal atmospheric variability and forced responses

Oliver Watt-Meyer, Brian Henn, Jeremy McGibbon +6

Existing machine learning models of weather variability are not formulated to enable assessment of their response to varying external boundary conditions such as sea surface temper…

ACE2-SOM: Coupling an ML atmospheric emulator to a slab ocean and learning the sensitivity of climate to changed CO2​

ACE2: Accurately learning subseasonal to decadal atmospheric variability and forced responses

ACE2-SOM: Coupling an ML atmospheric emulator to a slab ocean and learning the sensitivity of climate to changed CO $_{2}$