Comparison of Neural Network Error Measures for Simulation of Slender Marine Structures

Table 1

Deviations on accumulated tension force cycles.

𝐻𝑆	𝐸2	𝐸^𝑤2	𝐸4	𝐸^𝑤4
2	−3.6%	−16.3%	7.3%	65.8%
4	−6.9%	−13.0%	4.8%	32.0%
6	−4.4%	−8.0%	2.6%	14.9%
8	−2.7%	−4.8%	−1.5%	8.6%
10	−2.0%	−3.5%	−1.6%	6.9%
12	−1.4%	−3.1%	−1.7%	5.3%
14	−0.8%	−0.3%	2.1%	3.1%
Total	−1.7%	−3.8%	1.6%	6.4%