Questions tagged [interpolation]
Questions on the interpolation functions in Mathematica (InterpolatingFunction[], Interpolation[], ListInterpolation[], FunctionInterpolation[], InterpolatingPolynomial[], etc.)
1,008
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Finding the maximum amplitide quantitatively using interpolation
I have the following table
data = Table[Sin[i], {i, 0, 10, 0.1}] // N
And I plotted the data as follows,
Now I want to know the value of each maximum with high ...
- 155
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votes
2
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38
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Interpolation function for data with repeating independent variable
I want to find an interpolation function for data in which the x-variable is repeated (example below). The repetition in data is natural and cannot not be eliminated.
Can I somehow use ...
- 307
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41
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5
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1
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109
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Artifacts when interpolating on an unstructured set of 3D data
When doing an interpolation on an unstructured set of points it is best to use the interpolation method available from the finite element package. However, it is essential that some re-scaling is done ...
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Volume of Region Contained by 3D Data Points
I have a dataset consisting of (x,y,z) data that describe a surface, and I need to find the volume of the region bounded by that surface. The data do not follow any mathematical equation, but the ...
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Fractional derivatives (FractionalD) of an InterpolatingFunction to retun another InterpolatingFunction
Question
I want to calculate the FractionalD of an InterpolatingFunction object, however, evaluating
...
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130
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Interpolation error to generate a two variable function
I am facing some issues with performing an interpolation. From the image, you can find the values in three columns, the 1st column is x, the second column is ...
0
votes
1
answer
36
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Volume of revolution with InterpolatingFunction
I have an $(x,y)$ dataset read in from a file. The data do not follow any sort of equation, but have the general shape of $y=x^2$. The data below are a placeholder ...
- 85
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Problem with Piecewise function applying to matrix of polynomials
I have a matrix of a polynomial - function f
f[t_, i_] := wielomianSpline[t, tx[[i]], wspfi[[i]]];
and I want to evaluate the ...
3
votes
1
answer
92
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FindPeaks in a 2d list and half values
FindPeaks is a nice little help. But it only works on 1D lists and tends to return half integer values for positions of the peaks which are ultimately very useless ...
- 3,703
4
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3
answers
246
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Find the zero crossing in data [duplicate]
I have the following list.
l = Table[Sin[i], {i, -4 Pi, 4 Pi}] // N which gives me the following data,
...
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2
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Does FunctionRange work with Interpolation?
$int = Interpolation[{{0, 0}, {1, 1}, {2, 2}},
InterpolationOrder -> 1]
FunctionRange[{$int[x], x > 0.5}, x, y]
returns ...
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1
answer
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Interpolation of date-time data to fill in missing data for data sources with different time resolution
I have 2 data sources with different data acquisition rates. My first data source is a temperature measurement over time with a resolution of 1 s. My second source ...
- 490
5
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3
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419
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InterpolationOrder creates a sharp valley even if I increase the number of points. How to have a smooth curve?
I have a set of data as the following
...
- 1,057
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2
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133
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2
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80
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RegionPlot from discrete data
I have a discrete set of plots in the form (x,y,v) similar to (this is sample data, the actual data contains 13000+ plots which can be downloaded from here
...
- 1,122
1
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1
answer
109
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Interpolation with nearly duplicate points
I have data sets with very close values and I am getting the error that points are being duplicated. Here is a small part of one data set.
...
- 15.9k
4
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2
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How to speedup the integration of a tabulated function?
The problem
Consider some pre-generated list with coordinates x1,x2,x3,x4 and values of some function ...
- 4,984
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1
answer
80
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Speed up Interpolation
I have to calculate a lot of values using interpolation function. I think it could be faster, but I wasn't able to speed it up any way using Compile/Parallel computations. Am I missing something?
<...
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Finding Max/Min of interpolated function and average value above/below the x axis
I have the below code used to create an interpolation function that will plot the difference between two interpolated functions (to compare between different periods of time).
However, I would like to ...
1
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0
answers
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Kernel crash during Interpolation
I have a kinda large code of a solver, and after somewhat random amount of iterations it causes Kernel to shutdown with a "pop" sound and no messages. I tracked the exact line that caused it,...
- 959
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1
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Why these two ways of interpolations give different results?
Consider a data file distr.dat. It is a tabulated grid in the form x1,x2, func[x1,x2]. I interpolate it in two different ways:
...
- 4,984
1
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1
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107
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Plotting Polar Solution of NDSolve
I want to plot a solution to the Geodesic equations for the Poincare disk in polar coordinates (though these may be wrong. I want to plot these as a way to check my answer):
$$\ddot{r}+\frac{2r}{1-r^2}...
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2
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456
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How to produce the following table faster?
Question
Consider a toy function func[x1,x2,x3,x4] and a toy grid gridTot of the coordinates ...
- 4,984
1
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1
answer
73
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How to speedup integration of interpolated function with logarithmized data?
Consider some dataset corresponding to the grid x1, x2, function[x1,x2]:
...
- 4,984
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1
answer
66
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How to speedup calling the interpolation function? [duplicate]
Consider the following data:
...
- 4,984
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Conversion of an expression to function yields Tag Plus in ... is Protected error
I'm trying to implement polynomial interpolation. My current implementation involves generating an expression that is the final equation that will be plotted. While plotting the function itself works ...
- 33
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2
answers
69
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Interpolation with replacing start and end values;
I have a list of data,
data={1.61,37.23,61.83,73.14,79.36,83.88,94.06,96.60,97.73,98.86,99.43,100};
aa=ListPlot[data]
which looks like the following,
is there ...
- 811
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votes
2
answers
112
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Combining two interpolating functions via Piecewise or If is very slow
For a given set of parameters $(i,l,m)$ I have a function which has been evaluated on a grid $x \in (-2,2)$. Since this function is not smooth (only continuous) at the "interface" $x=0$, I ...
- 1,349
1
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1
answer
87
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How to plot a curve with an experimental plot [closed]
There is an experimental curve in this paper : https://arxiv.org/pdf/1211.2616.pdf
( Fig. 21. ) I want to make a new plot of the experimental curve with my theoretical model curve. How to do so by ...
- 335
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votes
2
answers
211
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NIntegrate a discrete data set with uncertainties
Consider a data set with some numerical uncertainty in the y-values, such as the following
...
- 2,079
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0
answers
34
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ListContourPlot InterpolationOrder surprise
ListContourPlot interpolation does not use the adjacent four points as I would have expected but only two of the four points surrounding the contour. You can see ...
- 91
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1
answer
37
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RegionFunction doesn't work with an InterpolatingFunction when using ListContourPlot
I have a contour plot which I make using ListContourPlot from discrete data, which looks like this.
The data live on grid points that are shown in light blue, and ...
- 31
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votes
1
answer
42
views
ListInterpolation start from zero index: [closed]
we have a Listinterpolation:
f = ListInterpolation[{1, 2, 3, 5, 8, 5}]
that gives
f[2.5]
2.4375
so, ListInterpolation starts ...
- 811
5
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3
answers
302
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How can I replace the locally defined function inside If with its value?
Consider the following module:
...
- 4,984
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35
views
3
votes
2
answers
124
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ListInterpolation and extrapolation: order has been reduced, [closed]
I have a following ListPlot and ListInterpolation,
...
- 811
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1
answer
98
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Define a function on a MeshRegion
This looks like a simple question with the answer to be easily found, but unfortunately I could not find it either on the web or in the documentation browser.
Let us assume we have a MeshRegion ...
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0
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77
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Interpolate array (x,y,z,V)
I would like to interpolate a numeric matrix that corresponds to a scalar field in a 3D geometry.
Each row contains four elements {x,y,z,V}. I have tried to use ListInterpolation, but when I evaluate ...
- 599
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votes
1
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45
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FindRoot over parametric interpolating function
Consider the already well answered topic : Get x and z coordinate from an image and make a parametric surface of revolution.
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2
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145
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Accurate and efficient sampling of interpolated functions
Suppose we are given two interpolated functions
...
- 459
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2
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125
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Using interpolation function
I have data for the below figure and want to determine the values along the diagonal and plot a line graph with the x axis.
...
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1
answer
103
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NSolve fails with two-dimensional interpolation [closed]
I have an interpolating function that takes two arguments. I would like to solve for the case when both arguments are equal, and the interrelated value is some constant. I can plot the interpolating ...
- 1,889
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votes
2
answers
166
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Returning an InterpolatingFunction
I am trying to write a function using Block that generates an InterpolatingFunction and then generates a second InterpolatingFunction that is a function of the first. I can return and use the first ...
- 213
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1
answer
92
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Fitting an inverse power law [closed]
Is there any reasonably fast way of finding a function of the type
that best fits a given data, for some K and n? For example, the following data closely follows an inverse power law
...
- 4,187
1
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1
answer
50
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Interpolation in block: a problem [closed]
Consider the following data:
data = Table[{x, 1, x, x^2, x^3, x^4}, {x, 0., 1, 0.01}];
I would like to interpolate the 1-d function f[x] made of ...
- 4,984
1
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0
answers
33
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Resample $(x,y)$ data using nearest-left approach [duplicate]
I have some data of the form {{x1, y1}, {x2, y2}, ..., {xn, yn}}. It is already sorted by x values. I am looking for a simple ...
- 232k
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0
answers
79
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Make NDSolve return solution over only part of domain
Consider the following pair of PDEs, for which I will solve in the mesh built below. The mesh needs to be much larger than the region of interest to mimic boundary conditions "at infinity".
...
