paper
2023
Hybrid physics-ML & parameterization
New model or method
Other Journal
2023-03-23
012
Mar 2023
Gregory S. Duane, Mao‐Lin Shen
Journal of the Atmospheric Sciences
Supermodels with machine-learned connections synchronize imperfect atmospheric models, reproducing blocking and ITCZ criticality absent from the constituent models.
Hybrid physics-ML & parameterization
Synchronization of Alternative Models in a Supermodel and the Learning of Critical Behavior
In one sentence. Supermodels with machine-learned connections synchronize imperfect atmospheric models, reproducing blocking and ITCZ criticality absent from the constituent models.
Labels
- Topic
- Hybrid physics-ML & parameterization
- Type
- New model or method
- Method
- Other
- Domain
- Regional
- Data
- Other
- Status
- Research
- Identifiers
- DOI:10.1175/jas-d-22-0113.1 OpenAlex:W4360610389
- Added
- 2026-10-22
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