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Fig 1.

Diagram of proposed method.

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Fig 2.

Guided ultrasonic wave propagation with PZT actuator and receiver [23].

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Table 1.

The specifications of proposed CNN and xLSTM networks.

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Table 1 Expand

Fig 3.

Convergence curve of Proposed CNN Network.

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Fig 4.

Confusion Matrix on the test data.

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Fig 5.

ROC Curve on the test data.

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Fig 6.

Comparison of results in terms of evaluation criteria.

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Fig 6 Expand

Table 2.

Comparison of results in terms of Accuracy.

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Table 2 Expand

Table 3.

Contribution of each block in the proposed model.

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Table 3 Expand