Coolant velocity and temperature prediction on MOSFET Case A13_4 (test)
3,281.05h_nn (W/m^2K)Physics Informed Neural Networks
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Physics Informed Neural NetworksTrial=2, Data usage=No data used, r=0.005 mm, Cp=4188.5 J/Kg-K, rho=999.1 Kg/m32026.02 | 3,281.05 | 0.32 | 0.296 | 13.65 | 23.57 | 13.91 | 27.48 | 13.1 | 25.85 | 13.35 | 25.9 | |
| Physics Informed Neural NetworksTrial=Mean, Data usage=No data used, r=0.005 mm, Cp=4188.5 J/Kg-K, rho=999.1 Kg/m32026.02 | 3,205.68 | 0.33 | 0.296 | 13.94 | 23.57 | 14.25 | 27.48 | 13.63 | 25.85 | 13.57 | 25.9 | |
| Physics Informed Neural NetworksTrial=1, Data usage=No data used, r=0.005 mm, Cp=4188.5 J/Kg-K, rho=999.1 Kg/m32026.02 | 3,170.89 | 0.33 | 0.296 | 13.52 | 23.57 | 14.65 | 27.48 | 13.56 | 25.85 | 13.89 | 25.9 | |
| Physics Informed Neural NetworksTrial=3, Data usage=No data used, r=0.005 mm, Cp=4188.5 J/Kg-K, rho=999.1 Kg/m32026.02 | 3,165.11 | 0.34 | 0.296 | 14.65 | 23.57 | 14.21 | 27.48 | 14.23 | 25.85 | 13.47 | 25.9 |