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I've noticed that in the PDE solving demo the ground truth solution for the PDE is used to evaluate the boundary condition loss and is thus used in the training process.
```
# boundar…
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I noticed a new network (fe3f6...) in http://zero.sjeng.org/networks/
Can you provide some information about win rate over the previous best network?
Number of games it was trained on? How long it…
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## Keyword: out of distribution detection
There is no result
## Keyword: out-of-distribution detection
There is no result
## Keyword: expected calibration error
There is no result
## Keyword: overc…
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## Keyword: sgd
### Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability
- **Authors:** Authors: Haoyi Xiong, Xuhong Li, Boyang Yu, Zhanxing Zhu, Dongrui Wu, Dejin…
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With this issue I would like to get the discussion about a PDE/PDAE interface for the DifferentialEquations.jl ecosystem started.
I should also note that I might be quite biased, because I am also…
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**Submitting author:** @thivinanandh (Thivin Anandh)
**Repository:** https://github.com/cmgcds/fastvpinns
**Branch with paper.md** (empty if default branch): joss_paper
**Version:** v1.0.1
**Editor:**…
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**Submitting author:** @iewaij (Jiawei Li)
**Repository:** https://gitlab.com/ComputationalScience/idinn
**Branch with paper.md** (empty if default branch):
**Version:** v0.1.5
**Editor:** Pending
**…
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I got a ping from @ChrisRackauckas about this repo. Looks like you're implementing one of Eve Marder's classic STG models via ModelingToolkit. That's pretty cool! (I studied respiratory CPGs myself)
…
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Default model uses linear activation for all output layer predicted (regression) values.
Some values ($r_A+r_B$, $k$ and $J$) cannot