Three error values under raw data. حسب Xiangjuan Liu (618000)

"…Further integration of Spearman correlation analysis and PCA dimensionality reduction created multidimensional feature sets, revealing substantial accuracy improvements: The BiLSTM model achieved an 83.6% cumulative MAE reduction from 1.65 (raw data) to 0.27 (STL-PCA), while traditional models like Prophet showed an 82.2% MAE decrease after feature engineering optimization. Finally, the Beluga Whale Optimization (BWO)-tuned STL-PCA-BWO-BiLSTM hybrid model delivered optimal performance on test sets (RMSE = 0.22, MAE = 0.16, MAPE = 0.99%, ), exhibiting 40.7% higher accuracy than unoptimized BiLSTM (MAE = 0.27). …"

Decomposition of time scries plot. حسب Xiangjuan Liu (618000)

"…Further integration of Spearman correlation analysis and PCA dimensionality reduction created multidimensional feature sets, revealing substantial accuracy improvements: The BiLSTM model achieved an 83.6% cumulative MAE reduction from 1.65 (raw data) to 0.27 (STL-PCA), while traditional models like Prophet showed an 82.2% MAE decrease after feature engineering optimization. Finally, the Beluga Whale Optimization (BWO)-tuned STL-PCA-BWO-BiLSTM hybrid model delivered optimal performance on test sets (RMSE = 0.22, MAE = 0.16, MAPE = 0.99%, ), exhibiting 40.7% higher accuracy than unoptimized BiLSTM (MAE = 0.27). …"

Test equipment. حسب Haotian Guo (6620120)

Test Schedule. حسب Haotian Guo (6620120)

Mean amplitude values during a complete 360° rotation for the iliocostalis muscle. حسب Christoph Anders (4068499)

Mean amplitude values during a complete 360° rotation for the longissimus muscle. حسب Christoph Anders (4068499)

Mean amplitude values during a complete 360° rotation for the external oblique muscle. حسب Christoph Anders (4068499)

Mean amplitude values during a complete 360° rotation for the internal oblique muscle. حسب Christoph Anders (4068499)

Mean amplitude values during a complete 360° rotation for the rectus abdominis muscle. حسب Christoph Anders (4068499)

Mean amplitude values during a complete 360° rotation for the multifidus muscle. حسب Christoph Anders (4068499)

Mineral component content. حسب Chuan Li (158692)

"…After cooling, uniaxial compression tests were performed using an electronic universal testing machine to assess their macroscopic properties. …"

Micro-parameters of the numerical model. حسب Chuan Li (158692)

"…After cooling, uniaxial compression tests were performed using an electronic universal testing machine to assess their macroscopic properties. …"

Microcracks on the surface of the coal sample. حسب Chuan Li (158692)

"…After cooling, uniaxial compression tests were performed using an electronic universal testing machine to assess their macroscopic properties. …"

Distribution of thermal cracks. حسب Chuan Li (158692)

"…After cooling, uniaxial compression tests were performed using an electronic universal testing machine to assess their macroscopic properties. …"

RipE1 undergoes phosphorylation in <i>N. benthamiana</i>, which contributes to protein stability. حسب Wenjia Yu (9422059)

NbUCH positive regulates RipE1 accumulation in <i>N. benthamiana.</i> حسب Wenjia Yu (9422059)

Parallel trend test. حسب Wei Wang (17594)

"…After the policy was implemented (with a positive relative time), the regression coefficient increased significantly and reached a peak at a relative time of 3, and then decreased slightly. …"

RipE1 phosphorylation and NbUCH-mediated deubiquitination are independent mechanisms leading to RipE1 stability. حسب Wenjia Yu (9422059)

RipE1 interacts with NbUCH12 and NbUCH15. حسب Wenjia Yu (9422059)

Silencing <i>NbUCHs</i> triggers SGT1-dependent immunity in <i>N. benthamiana.</i> حسب Wenjia Yu (9422059)