| {"model_name":"Climate2Weather","model_type":"climate2weather","architectures":["ScoreUNet"],"framework":"PyTorch","domain":"climate-downscaling","task":"probabilistic-spatiotemporal-downscaling","implementation":{"entry_point":"model/climate2weather.py","scope":"L2 score-based data-assimilation reproduction"},"architecture":{"variables":["uas","vas","tas","psl"],"coarse_grid":[8,8],"fine_grid":[128,128],"coarse_hours":6,"fine_hours":1,"engineering_window":3,"paper_parameters":72000000},"data":{"target":"COSMO-REA6","conditions":["MPI-ESM1.2-HR","HadGEM3-GC3.1-LM"],"train_years":[2006,2013],"test_year":2014},"configuration_sources":["conf/config.yaml","model/climate2weather.py","scripts/fake_data.py","scripts/train.py","scripts/inference.py","scripts/result.py"]} | |