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Table 2 The total candidate features

From: Generalization enhancement of artificial neural network for turbulence closure by feature selection

Feature

Description

Denotation

q1-q4

Velocity gradient

ux, uy, vx, vy

q5

Projection of free stream to normal direction of streamline

sgn(y)[−v + u tan(α)]

q6-q7

Pressure gradient

px, py

q8

Redefined entropy

S ' /Ma2

q9

Pressure gradient along streamline

\( {u}_i\frac{\partial p}{\partial {x}_i} \)

q10

Eddy viscosity expression for the inner layer

lmix2w

q11

Velocity magnitude

\( \sqrt{u^2+{v}^2} \)

q12

Velocity direction

arctan[sgn(y)v/u]

q13-q14

Velocity component

u, v

q15

Density

ρ