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Table 2
Mean error and standard deviation of the artificial neural networks used for the study of the oxide core behavior.
| Parameter | Transmutation rate | Decay heat @ 5 years | Decay heat @ 10 years | Decay heat @ 20 years | Decay heat @ 50 years | Decay heat @ 100 years | Moderator fraction for a given spectrum |
|---|---|---|---|---|---|---|---|
| Mean error (%) | 0.06 | −0.03 | 0.30 | 0.07 | 0.01 | 0.06 | 0.07 |
| Standard deviation (%) | 1.15 | 1.89 | 2.52 | 1.73 | 2.05 | 1.71 | 0.30 |
| Parameter | Neutron source @ 5 years | Neutron source @ 10 years | Neutron source @ 20 years | Neutron source @ 30 years | Neutron source @ 50 years | Neutron source @ 100 years | Helium production |
| Mean error (%) | 0.01 | 0.28 | 0.20 | 0.08 | 0.02 | −0.08 | −0.13 |
| Standard deviation (%) | 3.91 | 4.28 | 3.08 | 2.99 | 2.89 | 4.02 | 2.98 |
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