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Benchmarks
Thermo-mechanical topology optimization on Thermal Gripper
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16.61
Objective (Median)
PIGP 2D
9.6628
11.4664
13.27
15.0736
Feb 19, 2026
Objective (Median)
Objective (Mean)
Objective (Max)
Objective (Std)
Mass (Median)
Mass (Mean)
Mass (Max)
Mass (Std)
Updated 5mo ago
Evaluation Results
Method
Method
Links
Objective (Median)
Objective (Mean)
Objective (Max)
Objective (Std)
Mass (Median)
Mass (Mean)
Mass (Max)
Mass (Std)
PIGP 2D
Materials=Ni
2026.02
16.61
16.75
18.22
0.625
29,332.5
29,356
29,588
116.37
COMSOL
Materials=Ni
2026.02
13.47
13.51
13.99
1.274
28,778
28,800.9
28,976
91.47
PIGP 2D
Materials=Al-Fe-Cu
2026.02
10.13
11.23
18.21
3.203
28,839.5
28,785.4
29,198
320.04
PIGP 2D
Materials=Ti-Fe-Cu
2026.02
9.93
10.02
11.17
0.59
29,285.8
29,294.7
29,514.7
102.01
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