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TABLE 3

Range of dimensionless input attributes for ANN modeling.

Variable Min Max
LQS proportion 0.2484 0.4346
LDLQS 0.2941 0.3922
HDLQS 0.1667 0.3333
Shale proportion 0.0307 0.0804
LDsh 0.0980 0.1961
θDLQS = θDsh 0.0000 0.0833
kv/kh in Clean Sand 0.2052 0.7971
kv/kh in Shale 5.31E−07 9.96E−05
0.1348 0.1981
SID 4.09E−05 5.14E−04

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