Figure 5.5. Example of results obtained with the lumped parameters model described in Section 5.4.3: evaluation of time to failure (s) as a function of the heat load (kW/m2) for pressurized vessels. Vessels features are reported in the panel; V = nominal volume (m3) ranging between 5 an...
Figure 1.1. (A) Physical model reproducing the flow of blood in the abdominal aorta, one of the major arteries in our body. (B) Schematic of the mock circulatory flow loop. (C) Left ventricular assist device utilized to model the heart pump. (D) Latex tube utilized to model the abdomin...
Road manhole covers are crucial components of urban infrastructure; however, inadequate maintenance or poor marking can pose safety risks to vehicular traffic. This paper presents a method for detecting road manhole covers using a stereo depth camera and
Figure 3b reflects the change in the reputation incentive coefficient with the innovation capability coefficient of the scientific research innovation team. The innovation capability coefficient of the scientific research innovation team is positively correlated with the reputation incentive coefficient. The inn...
Figure 8B showed that the AUC for the LASSO model, XGBoost model, LR model and NEWS 2 model were 0.7912(0.7703–0.8122), 0.7892(0.7681–0.8103), 0.7979(0.7773–0.8185) and 0.6969 (0.6725–0.7212), respectively, which were confirmed to be 0.7873, 0.7845, 0.7921 and 0.6969 via bootstrapping ...
[18]. The compared prediction performances of the six methods in global LOOCV and fivefold cross validation are shown in Figs.1and2, respectively. Figure1demonstrates that M2GMDA had the highest AUC of 0.9323 in global LOOCV, indicating that it outperforms the other five prediction methods. In...
“low Reynolds number” does not refer to the flow on a global scale, but to the region close to the wall where viscous effects dominate; i.e., the viscous sublayer in the figure above. A low Reynolds number model is a model that correctly reproduces the limiting behaviors of various ...
we also use this domain pre-training method that pre-trained models can be adapted to the domain to create a variety of scene-based audits in different scenarios Model. As shown in Figure 7, the left side is a relatively simple flow chart, showing the process of domain training. For the...
Figure 8 Performance comparison. Full size image Table 4 Model performance value. Full size table From the above chart, we can see the model has advantages in terms of running time and memory consumption. Compared with LightGBM-LSTM with similar accuracy, the running time of this model is redu...
Physiome Model Repository—the primary clearinghouse for CellML models—to display relevant figures on a model’s webpage. However, as there is no semantic link between figure elements and model code, it is the responsibility of the modeler to keep the figure up to date when the model is ...