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The formula used to compute the P1 gram matrix of a mesh has been fixed in Mesh, but not in KarhunenLoeveP1Algorithm::ComputeSparseAugmentedP1Gram. BTW, many other small or big issues have to be fixed…
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Implementation of random fields using Karhunen-Loeve expansion (@isaar/stochastic)
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Hi, I want to perform a Karhunen–Loève expansion of a cyclic field. Is it possible to do so with KarhunenLoeveP1Algorithm or KarhunenLoeveSVDAlgorithm?
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### Hello, when I was running this code ‘1D_karhunen_loeve_simulation_example.py’, it reported the following error. I don't understand it. What do I need to do?
D:\anaconda3\lib\site-packages\o…
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The library does not provide Field arithmetic.
Hence, if we subtract two Fields defined on the same domain with the same "output" dimension, the following exception is generated:
```
TypeError: un…
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Hello! I recently obtained the LAMP dataset you published, and I noticed that you also provided some code that includes data processing and modification for optimizing LAMP experiments. However, while…
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- [ ] Read the papers
- [ ] Send an email to the writers of the paper
- [ ] search in google scholar more papers on the subject.
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Depending on the scale of a covariance model and the domain size, the Karhunen Loeve modes are recovered from a large sample of a Gaussian process or not.
It is illustrated by the following script:…
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Currently only max water elevation is used to train the surrogate model. We'd like to consider the whole timeseries to see how it affects the surrogate output.
Tasks:
- #129
@saeed-moghimi-noaa
@W…
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Thank you for your insightful comments and for sharing your specific application. Your observation about the fundamental nature of mathematics and its application in physics is astute. Let's delve in…