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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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**Submitting author:** @wangyji (Yongji Wang)
**Repository:** https://github.com/YaoGroup/DIFFICE_jax
**Branch with paper.md** (empty if default branch):
**Version:** v1.0.0
**Editor:** @AnjaliSandip…
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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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## Improved Proposal
**Proposed System Summary**
Imagine instructing a computer in plain English to solve a complex problem. Our system would not only understand your request but would also …
ghost updated
1 month ago
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## Keyword: detection
### Video Anomaly Detection by Estimating Likelihood of Representations
- **Authors:** Yuqi Ouyang, Victor Sanchez
- **Subjects:** Computer Vision and Pattern Recognition (cs.C…
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This is part of a larger conversation on the modularity of the Gen project. I’m not in a position to judge whether this is possible - but it seems like a good idea from my small experiences in impleme…
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Hey folks, I am running into another problem related to integrals. I can't seem to get GPU support working correctly with them. The script I wrote runs correctly when the equations do not include an i…
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I am trying to solve the DAE system. From the results, although the loss function is very small, the status of the optimization solver is a success, but the results are not the same with the ODE or DA…
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I have a large system of coupled ODEs (~280x16). The loss computation, which involves solving odes (I am using odeint from experimental), takes 163ms. The gradient step takes ~33 secs. It is a relativ…
ibulu updated
2 years ago