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Hi,
I am running a 3D non-hydrostatic atmospheric model (called ARPS) which uses an Arakawa C-grid domain and has terrain following coordinates in the vertical dimension. Here's an example of the g…
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``` julia
julia> using SIUnits.ShortUnits; (1.0)*nm^3 #dfq??
-1.4428143086438808e-19 m³
julia> nm^3 #Insidious overflow error!
-1//6930898827444486144 m³
```
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Hi, I had read the paper "Dont unroll adjoint", and from my understanding, zygote had invented a new AD algorithm. However, there is also lots of AD compiler out there, and is there any head to head b…
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**Describe the bug**
I have observed some subtle differences in the results of MLX's `exp` function compared to other libraries, and even between its CPU and GPU computations.
**To Reproduce**
…
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This is an interesting article that describes a well-engineered, robust/reproducible, and very accessible (Jupyter notebooks) Poisson-Boltzmann solver. The authors have done an excellent job describin…
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Hi,
I am using JLD2 to save the results of scientific computations and I wonder if there is a way to modify an array inside a JLD file.
Here is an example of what I would like to do
~~~
using JL…
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Add the ability to disable fast-math.
Currently there is no way to enable/disable fast-math for a shader. This has caused severe numerical inconsistencies across platforms for us, sometimes produci…
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# Context
## Objective
In this RFC I will talk about the roadmap to enable eager mode as the default computation mode for PyTorch/XLA users and how to enable graph compilation in this mode.
…
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This example needs to show:
- Why scientific computing is a mess with static types.
- How things look a lot better in Julia.
I've created a file introductory_example.tex with a skeleton for this, as …
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While looking at PR #2355 from @mildsunrise I noticed a ridiculous number of uses of `with`. These turn out to not be localized to `Data.List.Properties` but come from uses of `with` in `Data.List.Bas…