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**Submitting author:** @elwinter (Eric Winter)
**Repository:** https://github.com/elwinter/nnde
**Version:** v1.0
**Editor:** @diehlpk
**Reviewer:** @taless474, @hayesall
**Archive:** 10.5281/zenodo.5…
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**Submitting author:** @elizabethnewman (Elizabeth Newman)
**Repository:** https://github.com/elizabethnewman/hessQuik
**Version:** v0.0.1
**Editor:** @jbytecode
**Reviewers:** @GregaVrbancic, @yhtang…
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您好,我运行您的benchmark_main代码时,发现代码中的优化器部分少了for循环,还有优化过程loss也没有下降,请问是什么原因呢?目前您提供的代码好像无法复现您的论文结果,是不是您上传的代码版本没有更新呢?
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Building off of the story in https://github.com/JuliaDiffEq/DifferentialEquations.jl/issues/260 , DiffEqOperators getting auto finite difference discretizations likely done this summer. Thus the next …
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I would like to know if my software is eligible for JOSS. Here's the abstract from my arxiv paper:
> Physics-informed learning has shown to have a better generalization than learning without physic…
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**Submitting author:** @elizabethnewman (Elizabeth Newman)
**Repository:** https://github.com/elizabethnewman/hessQuik
**Branch with paper.md** (empty if default branch):
**Version:** v1.0.0
**Edito…
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o Any plans to include examples of DeepOnets and physics informed DeepOnets?
o Some researchers have shown that appropriate coordinate embeddings can help a neural network to efficiently learn high-
…
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**Submitting author:** @francescocalisto (Francesco Calisto)
**Repository:** https://github.com/MachineLearningJournalClub/MLJC-UniTo-ProjectX-2020-public.git
**Version:**
**Editor:** @carstenbauer
*…
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Hi,
I am studying how transfer learning can enhance the training of physics-informed neural networks. The NeuroDiffEq sparked my interest and I was wondering whether it is possible to
1. save a …
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Hi!
I have the following model (not sure if it is an error but I have gotten similar models to work using DifferentialEquations.jl (bare bones) ):
```
using ModelingToolkit
using DiffEqBase
…