ML4WX

Hybrid physics-ML & parameterization

Fast Neural Network Emulation of a Planetary Boundary Layer Parameterization in Weather Research Forecasting Model

J. Wang, Prasanna Balaprakash, Veerabhadra Rao Kotamarthi

AGUFM ·

Paper

In one sentence. A neural network emulates a WRF planetary boundary layer scheme to speed up regional weather simulations; abstract-less AGU entry.

Labels

Topic
Hybrid physics-ML & parameterization
Type
New model or method
Method
Other
Domain
Regional
Data
Other
Status
Research
Identifiers
OpenAlex:W2999153000
Added
2026-10-22

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