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【Hackathon 5th No.60】PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parameterized Steady-State PDEs on Irregular Domain #699

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Oct 20, 2023

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lizechng
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【Hackathon 5th No.60】PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parameterized Steady-State PDEs on Irregular Domain

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paddle-bot bot commented Oct 12, 2023

你的PR提交成功,感谢你对开源项目的贡献!
请检查PR提交格式和内容是否完备,具体请参考示例模版
Your PR has been submitted. Thanks for your contribution!
Please check its format and content. For this, you can refer to Template and Demo.

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| 提交作者 | lizechng |
| 提交时间 | 2023-10-12 |
| RFC 版本号 | v1.0 |
| 依赖飞桨版本 | develop/release x.x.x 版本 |

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修改为:develop版本


- 参考代码修改为 paddle 实现,使用PaddleScience API,测试精度对齐
- 2023年10月中旬完成 case0 案例
- 2023年10月下旬完成 case2 案例

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基于Paddle实现后,还需要基于PaddleScience所提供的API进行实现。目前看到提交的PR中是基于Paddle API实现的,还未基于PaddleScience API 实现,这块可能还需要花费一些时间,所以排期规划可以再重新合理的修改下

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目前看该文档比较简洁,辛苦再根据模板完善下相关细节,PaddleScience 开发者任务 RFC(Request For Comment) 模板

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目前看该文档比较简洁,辛苦再根据模板完善下相关细节,PaddleScience 开发者任务 RFC(Request For Comment) 模板

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luotao1 commented Oct 16, 2023

科学计算的官方活动群,可以加一下
image

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zhiminzhang0830 commented Oct 19, 2023

目前看该文档比较简洁,辛苦再根据模板完善下相关细节,PaddleScience 开发者任务 RFC(Request For Comment) 模板

  • RFC文档的完善可以再参考下这个PR,包括相关背景、功能目标等,其他章节也可以参考添加一下,使RFC更加完善

  • 关于代码部分需要将各个模块整合到PaddleScience对应模块下,例如将模型代码整合到ppsci/arch文件夹下,将数据集代码整合到ppsci/data/dataset文件夹下。没有用到的代码和文件不需要出现在PR当中。

@luotao1 luotao1 merged commit f0db766 into PaddlePaddle:master Oct 20, 2023
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yangguohao pushed a commit to yangguohao/community that referenced this pull request Oct 22, 2023
…nvolutional Neural Networks for Solving Parameterized Steady-State PDEs on Irregular Domain (PaddlePaddle#699)

* PhyGeoNet-RFC

* phygeonet
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3 participants