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> This project will be mentored by @[HydrogenSulfate](https://github.com/HydrogenSulfate)
## 1. 背景
在 PhyLSTM 论文中，引入了一个创新的物理信息LSTM框架，用于对具有稀缺数据的非线性结构系统进行元建模。基本概念是将可用但不完整的物理知识（例如，物理定律，科学原理）整合到深度长短…
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### Summary:
With the recent raise of generative AI models such as `GPT 4`, tools are emerging to plug them into existing workflows and to create new workflows that they enable. This proposal bring…
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## Keyword: differential privacy
### State-of-the-Art Approaches to Enhancing Privacy Preservation of Machine Learning Datasets: A Survey
- **Authors:** Chaoyu Zhang
- **Subjects:** Cryptography an…
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As the code shown, we used the training data to solve the inverse problem.
**But I am confused what if observe_x1 is different from observe_x2?(anchor should be equal to observe_x1+observe_x2?) …
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### Discussed in https://github.com/NVIDIA-Omniverse/PhysX/discussions/181
Originally posted by **yananZZZZ** August 16, 2023
### triangle mesh collide with triangle mesh
Hi,
As I tried to …
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I am not sure if this has been discussed. But why not to include the validation set in benchmark specification?
Don't we want to make sure user also use the same validation set?
@cwognum @hadim
Ju…
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基于PaddleScience复现Raissi, Maziar, Paris Perdikaris, and George E. Karniadakis. Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear p…
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### Description
When following the MNIST example from `flax` (https://github.com/google/flax/tree/main/examples/mnist/), the following error occurs when using the latest `jax-metal` plugin installed …
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Submitting Author: Patrick J. Roddy (@paddyroddy)
All current maintainers: (@paddyroddy)
Package Name: `SLEPLET`
One-Line Description of Package: Slepian Scale-Discretised Wavelets in Python
Repos…
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First of all: thanks for the fantastic package. I specially appreciate how much cleaner the syntax is as compared to NeuralPDE.
Following the ODE tutorial (Lotka-Volterra), this line throws an erro…