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un:vector-field [2024/10/11 03:40] – asad | un:vector-field [2024/10/11 08:44] (current) – asad | ||
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- | ====== Vector | + | ====== Vector |
A field is called a vector field if it has both a magnitude and a direction to describe each point. Means a vector has to be considered at each point of this field. The field can be of any dimension, but vector fields in our universe are essentially three-dimensional. But we can best visualize two-dimensional vector fields. Just as the three dimensions of space are reduced to two dimensions in Einstein' | A field is called a vector field if it has both a magnitude and a direction to describe each point. Means a vector has to be considered at each point of this field. The field can be of any dimension, but vector fields in our universe are essentially three-dimensional. But we can best visualize two-dimensional vector fields. Just as the three dimensions of space are reduced to two dimensions in Einstein' | ||
- | ===== - gradient | + | ===== - Gradient |
A scalar field $f$ can be transformed into a vector field ($\mathbf{F}$) by gradients (Nabla or Del: $\nabla$), whose mathematical form is shown below using Cartesian coordinates in three-dimensional Euclidean space. | A scalar field $f$ can be transformed into a vector field ($\mathbf{F}$) by gradients (Nabla or Del: $\nabla$), whose mathematical form is shown below using Cartesian coordinates in three-dimensional Euclidean space. | ||
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===== - Divergence ===== | ===== - Divergence ===== | ||
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Divergence indicates the amount of source (outward vector) or sink (inward vector) somewhere inside a vector field. Divergence positive at a point in the field means that the magnitude of the vector leaving that point is greater than that of the vector entering that point. Conversely, a negative divergence at a point means that the magnitude of the incoming vector is greater than that of the outgoing vector. This is best understood by the velocity field of a fluid. If at a point the fluid is leaving faster than it is coming in, then the divergence is positive, and vice versa. The mathematical form of divergence in three dimensions is: | Divergence indicates the amount of source (outward vector) or sink (inward vector) somewhere inside a vector field. Divergence positive at a point in the field means that the magnitude of the vector leaving that point is greater than that of the vector entering that point. Conversely, a negative divergence at a point means that the magnitude of the incoming vector is greater than that of the outgoing vector. This is best understood by the velocity field of a fluid. If at a point the fluid is leaving faster than it is coming in, then the divergence is positive, and vice versa. The mathematical form of divergence in three dimensions is: | ||
- | $$ \nabla\cdot \mathbf{F} = \lim_{V\rightarrow 0} \frac{1}{V} \oint\oint_{S(V)} \mathbf{F}\cdot \hat{n} dS $$ | + | $$ \nabla\cdot \mathbf{F} = \frac{\partial F_x}{\partial x} + \frac{\partial F_y}{\partial y} + \frac{\partial F_z}{\partial z} $$ |
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+ | where $F_x, | ||
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+ | {{: | ||
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+ | In the image above, the divergence of the vector field (arrow) $e^{-(x^2+y^2)}(1-2x^2)$ mentioned in the first section is shown in color. | ||
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+ | ===== - Curl ===== | ||
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+ | Curl refers to the circulation of a vector field, i.e. how much circular motion there is in that field. Anywhere in the two-dimensional field, if the vectors below a circular area have less magnitude than the vectors above, a clockwise rotation will occur, and the curl will be negative in this case. Curl is positive if the rotation is counterclockwise. The mathematical form of the curl is: | ||
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+ | $$ \nabla\times | ||
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+ | {{: | ||
- | ===== - Carl ===== | + | In the image above, the $z$-component $e^{-(x^2+y^2)}2xy$ of the curl of the vector field (arrow) mentioned in the first section is shown in color. The curl is a vector quantity, but since the field is two-dimensional here, the x and y components of the curl will be zero. |
un/vector-field.1728639611.txt.gz · Last modified: 2024/10/11 03:40 by asad