{ "version": "v1", "figures": [ { "name": "best ensemble prediction", "tags": [ "best", "ensemble", "prediction" ], "location": "best_ensemble_prediction.png" }, { "name": "capacity and rul", "tags": [ "capacity", "and", "rul" ], "location": "capacity_and_rul.png" }, { "name": "capacity distribution by temp", "tags": [ "capacity", "distribution", "by", "temp" ], "location": "capacity_distribution_by_temp.png" }, { "name": "capacity fade all batteries", "tags": [ "capacity", "fade", "all", "batteries" ], "location": "capacity_fade_all_batteries.png" }, { "name": "capacity fade by temperature", "tags": [ "capacity", "fade", "by", "temperature" ], "location": "capacity_fade_by_temperature.png" }, { "name": "ced curves", "tags": [ "ced", "curves" ], "location": "ced_curves.png" }, { "name": "classical best actual vs pred", "tags": [ "classical", "best", "actual", "vs", "pred" ], "location": "classical_best_actual_vs_pred.png" }, { "name": "classical best residuals", "tags": [ "classical", "best", "residuals" ], "location": "classical_best_residuals.png" }, { "name": "classical soh comparison", "tags": [ "classical", "soh", "comparison" ], "location": "classical_soh_comparison.png" }, { "name": "classification confusion matrices", "tags": [ "classification", "confusion", "matrices" ], "location": "classification_confusion_matrices.png" }, { "name": "degradation state distribution", "tags": [ "degradation", "state", "distribution" ], "location": "degradation_state_distribution.png" }, { "name": "dg itransformer predictions", "tags": [ "dg", "itransformer", "predictions" ], "location": "dg_itransformer_predictions.png" }, { "name": "dg itransformer training", "tags": [ "dg", "itransformer", "training" ], "location": "dg_itransformer_training.png" }, { "name": "ensemble comparison", "tags": [ "ensemble", "comparison" ], "location": "ensemble_comparison.png" }, { "name": "ensemble weights", "tags": [ "ensemble", "weights" ], "location": "ensemble_weights.png" }, { "name": "feature correlation heatmap", "tags": [ "feature", "correlation", "heatmap" ], "location": "feature_correlation_heatmap.png" }, { "name": "impedance evolution", "tags": [ "impedance", "evolution" ], "location": "impedance_evolution.png" }, { "name": "lstm actual vs predicted", "tags": [ "lstm", "actual", "vs", "predicted" ], "location": "lstm_actual_vs_predicted.png" }, { "name": "lstm training curves", "tags": [ "lstm", "training", "curves" ], "location": "lstm_training_curves.png" }, { "name": "mc dropout uncertainty lstm", "tags": [ "mc", "dropout", "uncertainty", "lstm" ], "location": "mc_dropout_uncertainty_lstm.png" }, { "name": "radar top6", "tags": [ "radar", "top6" ], "location": "radar_top6.png" }, { "name": "re vs rct scatter", "tags": [ "re", "vs", "rct", "scatter" ], "location": "re_vs_rct_scatter.png" }, { "name": "shap xgboost soh", "tags": [ "shap", "xgboost", "soh" ], "location": "shap_xgboost_soh.png" }, { "name": "soc coulomb counting demo", "tags": [ "soc", "coulomb", "counting", "demo" ], "location": "soc_coulomb_counting_demo.png" }, { "name": "soh degradation trends", "tags": [ "soh", "degradation", "trends" ], "location": "soh_degradation_trends.png" }, { "name": "soh distribution", "tags": [ "soh", "distribution" ], "location": "soh_distribution.png" }, { "name": "transformer pt training curves", "tags": [ "transformer", "pt", "training", "curves" ], "location": "transformer_pt_training_curves.png" }, { "name": "transformer tf training curves", "tags": [ "transformer", "tf", "training", "curves" ], "location": "transformer_tf_training_curves.png" }, { "name": "unified model comparison", "tags": [ "unified", "model", "comparison" ], "location": "unified_model_comparison.png" }, { "name": "vae anomaly detection", "tags": [ "vae", "anomaly", "detection" ], "location": "vae_anomaly_detection.png" }, { "name": "vae latent umap", "tags": [ "vae", "latent", "umap" ], "location": "vae_latent_umap.png" }, { "name": "vae lstm prediction", "tags": [ "vae", "lstm", "prediction" ], "location": "vae_lstm_prediction.png" }, { "name": "voltage surface 3d", "tags": [ "voltage", "surface", "3d" ], "location": "voltage_surface_3d.png" } ] }