How Do You Calculate Displacement Gradients and Strain Tensors from Marker Data?

In summary, displacement gradients are used to quantify tissue deformations by measuring the change in position of markers on the surface of the tissue. The Green strain tensor, E, and infinitesimal strain tensor, ε, can be calculated using these displacement gradients. Linear fits can also be performed to find the displacement gradients for specific areas defined by points on the tissue.
  • #1
tunk
6
0
displacement gradients?

Homework Statement



Arrays of markers created on the surface (i.e. 2-D) of a tissue are often used to quantify
tissue deformations. Find the displacement gradients and calculate the Green strain tensor,
E, and the infinitessimal strain tensor, ε. Measurement of marker positions are listed below:
(marker #, before deformation, after deformation)
1 (0, 0) (0, 0)
2 (1, 0) (1.02, 0.01)
3 (2, 0) (2.15, 0.03)
4 (0, 1) (-0.02, 1.03)
5 (1, 1) (1.01, 1.05)
6 (2, 1) (2.19, 1.15)
7 (0, 2) (-0.04, 2.06)
8 (1, 2) (1.00, 2.09)
9 (2, 2) (2.30, 2.22)

a) Generate images of the marker locations before and after deformation.
b) Using these data perform linear fits to compute the four displacement gradients, ∂u/∂x for
each of the areas defined by points 1-2-4-5, 2-3-5-6, 4-5-7-8, and 5-6-8-9.


Homework Equations




The Attempt at a Solution



at this point all i can do is part a, i have no idea what to calc for b.
 
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  • #2
A) Before deformation: (0,0) (1,0) (2,0) (0,1) (1,1) (2,1) (0,2) (1,2) (2,2)After deformation: (0,0) (1.02, 0.01) (2.15, 0.03) (-0.02, 1.03) (1.01, 1.05) (2.19, 1.15) (-0.04, 2.06) (1.00, 2.09) (2.30, 2.22)
 
  • #3


I would first clarify the concept of displacement gradients for those who may not be familiar with it. Displacement gradients refer to the change in displacement (or position) of a point in a tissue with respect to a change in position in a different direction. In other words, it measures how much a point has moved in a specific direction.

To calculate the displacement gradients in this scenario, we can use the linear fit method. This involves fitting a line to the data points and calculating the slope of the line. The slope represents the displacement gradient for that specific area.

For example, to calculate the displacement gradient for the area defined by points 1-2-4-5, we can fit a line to the data points (0,0), (1,0), (0,1), and (1,1). The slope of this line would represent the displacement gradient for this area. Similarly, we can perform linear fits for the other areas defined by points 2-3-5-6, 4-5-7-8, and 5-6-8-9 to calculate their respective displacement gradients.

Once we have the four displacement gradients for each area, we can then use them to calculate the Green strain tensor, E, and the infinitesimal strain tensor, ε. These tensors represent the amount of deformation in the tissue and can be used to further analyze the tissue's behavior under stress or strain.

In summary, displacement gradients are an important tool for quantifying tissue deformations and can be calculated using the linear fit method. They can then be used to calculate other important tensors that can provide insights into the behavior of the tissue.
 

Related to How Do You Calculate Displacement Gradients and Strain Tensors from Marker Data?

1. What is a displacement gradient?

A displacement gradient is a measure of the change in displacement per unit length in a particular direction. It is used in mechanics and physics to describe how much an object has moved or deformed from its original position.

2. How is displacement gradient calculated?

Displacement gradient is typically calculated by taking the partial derivatives of the displacement vector with respect to each spatial coordinate. It can also be calculated using matrix operations, depending on the specific application.

3. What is the significance of displacement gradient?

The displacement gradient is an important tool in understanding the deformation and movement of objects. It allows us to quantify and analyze changes in shape, position, and orientation of an object, which is crucial in fields such as engineering, material science, and geology.

4. How is displacement gradient related to strain?

Displacement gradient and strain are closely related concepts. Strain measures the amount of deformation of an object per unit length, while displacement gradient measures the rate of change of displacement. Strain can be derived from displacement gradient by taking the symmetric part of the gradient.

5. Can displacement gradient be negative?

Yes, displacement gradient can be negative. This means that the displacement in a particular direction is decreasing instead of increasing. This can happen in situations where an object is compressing or contracting in a certain direction.

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