| {"model_name":"GRACE-SEDA","model_type":"grace_seda","architectures":["GRACESEDA"],"framework":"PyTorch","domain":"terrestrial-water-storage","task":"self-supervised-data-assimilation","implementation":{"entry_point":"model/grace_seda.py","scope":"L2 self-supervised patch reproduction"},"architecture":{"input_channels":9,"patch_shape":[32,32],"resolution_degrees":0.5,"encoder_filters":[16,32,64],"deep_ensemble_members":5,"core":"residual encoder-decoder"},"data":{"sources":["JPL GRACE","WGHM","GLDAS"],"period":["2002-04","2019-12"],"months":180,"global_land":true},"configuration_sources":["conf/config.yaml","model/grace_seda.py","scripts/fake_data.py","scripts/train.py","scripts/inference.py","scripts/result.py"]} | |