ClimaCalibrate.jl

ClimaCalibrate provides a scalable framework for calibrating forward models using the Ensemble Kalman Process (EKP). It integrates with EnsembleKalmanProcesses.jl to enable distributed model calibration with minimal boilerplate code.

Key Features

  • Distributed computing support for multiple HPC environments via a backend system
  • Integration with EnsembleKalmanProcesses.jl for parameter estimation
  • Flexible model interface for different component models
  • Reusable recipes for creating observations from ClimaAnalysis.jl OutputVars

For more information, see our Getting Started page.