How to interpret advection (v.del) v->v.(del v)

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The discussion focuses on the interpretation of the convective acceleration term in the Navier-Stokes equations, specifically the expression (\mathbf{v}\cdot\nabla)\mathbf{v} and its equivalence to \mathbf{v}\cdot\nabla \mathbf{v}. Participants clarify that \nabla \mathbf{v} represents the Jacobian matrix of the vector field \mathbf{v}, and that the operation results in a vector rather than a matrix. The use of index notation is also highlighted, where the expression is simplified to v_{j}\frac{\partial{v}_{i}}{\partial{x}_{j}}. This confirms that the convective acceleration term can be understood as a vector operation rather than a matrix multiplication.

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Monty Hall
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I'm looking @ convective accerlation term in http://en.wikipedia.org/wiki/Navier_stokes_equation#Convective_acceleration. I don't understand the terminology. If v is a vector, it says that (\mathbf{v}\cdot\nabla)\mathbf{v} can be written as \mathbf{v}\cdot\nabla \mathbf{v}. I thought that \nabla \mathbf{v} is the transpose of the Jacobian matrix for \mathbf{v}. As I'm not familiar with the terminology it almost looks like (\mathbf{v} \cdot \nabla \mathbf{v} = vector . matrix), which can't be right. However, it appears (v\cdot\nabla)v is a vector. Can somebody shed some light on how v\cdot\nabla v is a vector? If (\mathbf{v}\cdot\nabla)\mathbf{v}=\mathbf{v}\cdot\nabla \mathbf{v} & \nabla \mathbf{v} = (\mathbf{J}\mathbf{v})^T. I'm sure I'm mutilating the terminology, if anybody could shed light on this, much appreciated.
 
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In index notation, we have:
\vec{v}\cdot\nabla=\sum_{j=1}^{3}v_{j}\frac{\partial}{\partial{x}_{j}}
where the indices ought to be fairly self-evident.
Usually, we just omit the summation symbol, writing v_{j}\frac{\partial}{\partial{x}_{j}} instead.

Setting this alongside a vector v_{i} then, we have:
(\vec{v}\cdot\nabla)\vec{v}=(v_{j}\frac{\partial}{\partial{x}_{j}})v_{i}=v_{j}\frac{\partial{v}_{i}}{\partial{x}_{j}}

The quantity \frac{\partial{v}_{i}}{\partial{x}_{j}} is a matrix
 
Thanks for your reply, I've seen that as well the (v.del) makes a lot more sense. I know (v.del)v should equal v.del(v), but I'm curious how can I come to same result starting with v.del(v) which to me looks like a vector.matrix.
 

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