List your company
ResearchFormerly WizWand

Heat Equation Simulation on 2D battery pack

0MAEPFNN
-0.0218960.1259020.27370.421498Oct 6, 2022
Updated 8mo ago

Evaluation results

MethodLinks
PFNNTime step=02022.1000.02
PFNN-2Time step=02022.1000.02
HCTime step=02022.1000.02
PINN-LA-2Time step=12022.100.02114.09
HCTime step=average2022.100.02215.1
HCTime step=12022.100.02253.77
HCTime step=0.52022.100.02465.38
FBPINNTime step=12022.100.02495.87
PINNTime step=12022.100.02874.47
FBPINNTime step=0.52022.100.02938.13
PINN-LA-2Time step=0.52022.100.03218.94
FBPINNTime step=average2022.100.034314.74
PINN-LA-2Time step=average2022.100.040219.76
PINNTime step=0.52022.100.045711.65
PINNTime step=average2022.100.053924.82
PINN-LATime step=12022.100.062111.96
PINN-LATime step=0.52022.100.065219.13
PINN-LATime step=average2022.100.066127.06
FBPINNTime step=02022.100.070470.33
PINN-LATime step=02022.100.091891.72
PINN-LA-2Time step=02022.100.1062106.05
PINNTime step=02022.100.1283128.21
xPINNTime step=0.52022.100.129530.28
xPINNTime step=average2022.100.145454.7
xPINNTime step=12022.100.151520.25
xPINNTime step=02022.100.223222.83
PFNNTime step=average2022.100.275868.29
PFNNTime step=0.52022.100.303679.64
PFNN-2Time step=average2022.100.321559.62
PFNN-2Time step=0.52022.100.346266.06
PFNNTime step=12022.100.430884.6
PFNN-2Time step=12022.100.547490.21