Pinned Repositories
activationEmulators
The code for Silva et al. "Physically Regularized Machine Learning Emulators of Aerosol Activation"
geos-chem
Source code repository (science codebase) for the GEOS-Chem model of atmospheric chemistry and composition. NOTE: Starting in GEOS-Chem 13.0.0 (to be released soon), you must build this code from within one of the wrapper repositories (either GCClassic or GCHPctm). More info to come soon.
lightningSHAP
This is the manuscript scripts for "Using an Interpretable Machine Learning Approach to Characterize Earth System Model Errors: Application of SHAP Analysis to Modeling Lightning Flash Occurrence"
samjsilva91's Repositories
samjsilva91/lightningSHAP
This is the manuscript scripts for "Using an Interpretable Machine Learning Approach to Characterize Earth System Model Errors: Application of SHAP Analysis to Modeling Lightning Flash Occurrence"
samjsilva91/activationEmulators
The code for Silva et al. "Physically Regularized Machine Learning Emulators of Aerosol Activation"
samjsilva91/geos-chem
Source code repository (science codebase) for the GEOS-Chem model of atmospheric chemistry and composition. NOTE: Starting in GEOS-Chem 13.0.0 (to be released soon), you must build this code from within one of the wrapper repositories (either GCClassic or GCHPctm). More info to come soon.