المؤلفون: Kai Wang, Lei Huang, Guojian He, Yan Liu, Song Xu, Ding He, Sen Bai, Danny Reible, Hongwei Fang

مصطلحات موضوعية: Ecology, Sociology, Science Policy, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, relatively lentic environment, primary productivity enhancement, 22 ± 9, typical tributary bay, three gorges reservoir, tributary bays plays, 2 , important carbon sink, reservoir carbon budget, tributary bays, carbon sink, carbon budget, carbon cycling, carbon burial, carbon budgets, reservoir construction, xiangxi river, study exhibits, significant error, scientific debate, river tributaries, numerical models, laboratory experiments, knowledge gap

Relation: https://figshare.com/articles/journal_contribution/Crucial_Role_of_Tributary_Bays_in_the_Carbon_Burial_of_Three_Gorges_Reservoir/25148940

الاتاحة: https://doi.org/10.1021/acsestwater.3c00459.s001
https://figshare.com/articles/journal_contribution/Crucial_Role_of_Tributary_Bays_in_the_Carbon_Burial_of_Three_Gorges_Reservoir/25148940

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/journal_contribution/Complete_the_multi-history_window_technique_and_detailed_experimental_results_of_4_benchmarking_models_/25220700

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.s001
https://figshare.com/articles/journal_contribution/Complete_the_multi-history_window_technique_and_detailed_experimental_results_of_4_benchmarking_models_/25220700

المؤلفون: Qian Liu, Junjie Liu, Peiyu Jia, Tian Yu, Ning Qi, Wei Zhou, Nanwen Li, Zhiquan Chen

مصطلحات موضوعية: Biophysics, Biochemistry, Cell Biology, Space Science, Physical Sciences not elsewhere classified, perfect linear relationship, methyl groups leads, free volume structure, free volume size, fractional free volume, exceptionally high h, 450 ° c, thermally rearranged poly, positron annihilation technique, gas separation performance, 4 , gas separation membranes, tr reaction leads, separation performance, positron annihilation, gas transport, gas selectivity, co <, two series, tr reaction, thermal rearrangement, study exhibits, resulting membranes, plasticization resistivity, microstructural information

Relation: https://figshare.com/articles/journal_contribution/Tunable_Free_Volume_Structure_on_the_Gas_Separation_Performance_of_Thermally_Rearranged_Poly_benzoxazole-_i_co_i_-imide_Membranes_Studied_by_Positron_Annihilation/24487684

الاتاحة: https://doi.org/10.1021/acsapm.3c01737.s001
https://figshare.com/articles/journal_contribution/Tunable_Free_Volume_Structure_on_the_Gas_Separation_Performance_of_Thermally_Rearranged_Poly_benzoxazole-_i_co_i_-imide_Membranes_Studied_by_Positron_Annihilation/24487684

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Data_pre-processing_sequence_/25220703

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g001
https://figshare.com/articles/figure/Data_pre-processing_sequence_/25220703

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Original_training_set_of_patient_559_and_the_first_1000_data_points_after_processing_by_linear_interpolation_/25220709

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g003
https://figshare.com/articles/figure/Original_training_set_of_patient_559_and_the_first_1000_data_points_after_processing_by_linear_interpolation_/25220709

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Experimental_results_of_smooth_and_non-smooth_Black_line_represents_unsmoothed_experimental_results_and_the_red_line_represents_smoothed_experimental_results_/25220706

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g002
https://figshare.com/articles/figure/Experimental_results_of_smooth_and_non-smooth_Black_line_represents_unsmoothed_experimental_results_and_the_red_line_represents_smoothed_experimental_results_/25220706

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/The_first_1000_data_points_of_the_training_set_after_the_Kalman_filtering_process_for_patient_559_/25220712

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g004
https://figshare.com/articles/figure/The_first_1000_data_points_of_the_training_set_after_the_Kalman_filtering_process_for_patient_559_/25220712

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/The_first_1000_data_points_of_the_training_set_after_double_exponential_smoothing_of_patient_559_/25220715

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g005
https://figshare.com/articles/figure/The_first_1000_data_points_of_the_training_set_after_double_exponential_smoothing_of_patient_559_/25220715

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Diagram_of_the_architecture_of_the_AWD-stacking_model_/25220718

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g006
https://figshare.com/articles/figure/Diagram_of_the_architecture_of_the_AWD-stacking_model_/25220718

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/StackLSTM_model_architecture_for_predicting_BGLs_/25220724

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g008
https://figshare.com/articles/figure/StackLSTM_model_architecture_for_predicting_BGLs_/25220724

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/The_architecture_of_the_BiLSTM_model_for_predicting_BGLs_/25220721

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g007
https://figshare.com/articles/figure/The_architecture_of_the_BiLSTM_model_for_predicting_BGLs_/25220721

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Architecture_diagram_of_the_VLSTM_model_/25220727

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g009
https://figshare.com/articles/figure/Architecture_diagram_of_the_VLSTM_model_/25220727

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Stacking_ensemble_learning_architecture_diagram_/25220733

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g011
https://figshare.com/articles/figure/Stacking_ensemble_learning_architecture_diagram_/25220733

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Results_of_the_three_base_estimators_and_AWD-stacking_model_predictions_using_four_historical_windows_of_data_for_30_a_45_b_and_60_c_minute_PH_/25220730

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g010
https://figshare.com/articles/figure/Results_of_the_three_base_estimators_and_AWD-stacking_model_predictions_using_four_historical_windows_of_data_for_30_a_45_b_and_60_c_minute_PH_/25220730

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Experimental_results_of_5_meta-learners_/25220736

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g012
https://figshare.com/articles/figure/Experimental_results_of_5_meta-learners_/25220736

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Presents_the_performance_between_the_non-ensemble_models_and_the_AWD-stacking_model_/25220739

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g013
https://figshare.com/articles/figure/Presents_the_performance_between_the_non-ensemble_models_and_the_AWD-stacking_model_/25220739

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Clarke_EGA_plot_for_patient_570_at_30_a_45_b_60_c_minutes_PH_/25220748

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g016
https://figshare.com/articles/figure/Clarke_EGA_plot_for_patient_570_at_30_a_45_b_60_c_minutes_PH_/25220748

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Glucose_trajectory_of_patient_570_during_48_hours_/25220742

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g014
https://figshare.com/articles/figure/Glucose_trajectory_of_patient_570_during_48_hours_/25220742

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Error_plot_for_patient_570_/25220745

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g015
https://figshare.com/articles/figure/Error_plot_for_patient_570_/25220745

المؤلفون: HuaZhong Yang, Zhongju Chen, Jinfan Huang, Suruo Li

مصطلحات موضوعية: Biochemistry, Science Policy, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, within 10 %, matthews correlation coefficient, experimental results demonstrate, blood glucose levels, 32 %, respectively, minute prediction horizon, study exhibits state, art predictive performance, proposed model using, proposed model achieves, ensemble model stacklstm, type 1 diabetes, ph ), rmse, minute ph, proposed model, model proposed, ensemble model, model errors, base model, study proposes, study evaluated, significant importance

Relation: https://figshare.com/articles/figure/Critical_difference_diagrams_for_pairwise_comparisons_of_all_prediction_models_within_the_PH_of_30_a_d_45_b_e_and_60_c_f_minutes_/25220751

الاتاحة: https://doi.org/10.1371/journal.pone.0291594.g017
https://figshare.com/articles/figure/Critical_difference_diagrams_for_pairwise_comparisons_of_all_prediction_models_within_the_PH_of_30_a_d_45_b_e_and_60_c_f_minutes_/25220751