Share your thoughts, 1 month free Claude Pro on usSee more

3D Path Planning on Turbulent Flow Simulation Environment (test)

61Turbulent Cells Count

CFD_NN neural network approximation

Updated 1mo ago

Evaluation Results

Method
CFD_NN neural network approximation 2026.06	61	44
CFD-informed A* planner 2026.06	60	42.42
CFD-informed A* planner 2026.06	58	52.17
Regularised PatchGAN GradNorm 2026.06	57	37.5
CFD_NN neural network approximation 2026.06	55	47.19
2D3DGAN SA 2026.06	53.5	31.35
Regularised PatchGAN GradNorm 2026.06	52	41.86
Current_NN neural network approximation 2026.06	51	26.67
CFD_NN neural network approximation 2026.06	46	55.56
2D3DGAN SA 2026.06	45	27.85
CFD-informed A* planner 2026.06	44	58.82
CFD_NN neural network approximation 2026.06	44	58.82
CFD-informed A* planner 2026.06	44	51.43
Regularised PatchGAN GradNorm 2026.06	44	51.43
2D3DGAN SA 2026.06	43	29.33
Current_NN neural network approximation 2026.06	42	21.05
Regularised PatchGAN GradNorm 2026.06	42	54.55
Regularised PatchGAN GradNorm 2026.06	41	24.66
CFD-informed A* planner 2026.06	40	22.22
Current_NN neural network approximation 2026.06	40	22.22
CFD-informed A* planner 2026.06	40	19.18
CFD_NN neural network approximation 2026.06	39.5	17.93
Current-informed A* planner 2026.06	39	-
CFD_NN neural network approximation 2026.06	39	19.72
2D3DGAN SA 2026.06	39	16.67
Regularised PatchGAN GradNorm 2026.06	38	14.08
Current_NN neural network approximation 2026.06	38	14.08
2D3DGAN SA 2026.06	37	34.92
2D3DGAN SA 2026.06	36	40
Current_NN neural network approximation 2026.06	36	32.26
Current_NN neural network approximation 2026.06	35	37.29
Current-informed A* planner 2026.06	34	-
Current-informed A* planner 2026.06	33	-
Current-informed A* planner 2026.06	32	-
Current-informed A* planner 2026.06	26	-
Current-informed A* planner 2026.06	24	-