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【Hackathon 7th PPSCI No.7】No.7 AI-aided geometric design of anti-infection catheters 论文复现 #943

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merged 2 commits into from
Sep 18, 2024

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paddle-bot bot commented Aug 24, 2024

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@ADream-ki ADream-ki changed the title 【Hackathon 6th No.7】No.7 AI-aided geometric design of anti-infection catheters 论文复现 【Hackathon 7th No.7】No.7 AI-aided geometric design of anti-infection catheters 论文复现 Aug 30, 2024
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LGTM


1. 复现 GeoFNO 代码,实现完整的流程,包括:训练、验证、导出、推理。
2. 保持精度与论文精度一致,相对误差在 ±10% 以内。

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  1. 产出论文相关文档(这个很重要,会占评价指标20%,要求补充关键的图、视频等数据)

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  1. 产出论文相关文档(这个很重要,会占评价指标20%,要求补充关键的图、视频等数据)
    这个知道的,代码正在泡,图片以及视频会在对应文档中的,这里需要改吗

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不用


## 2. PaddleScience 现状

PaddleScience 套件暂无 GeoFNO 代码案例。

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有FNO相关代码,可以酌情复用

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这个知道的,代码正在跑

GeoFNO 模型用于预测细菌在导尿管中的分布情况
- 链接:
代码:[https://github.com/zongyi-li/Geo-FNO-catheter](https://github.com/zongyi-li/Geo-FNO-catheter)
论文:[https://www.science.org/doi/pdf/10.1126/sciadv.adj1741](https://www.science.org/doi/pdf/10.1126/sciadv.adj1741)

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注意Science Advance论文通常会有一些Supplementary Materials在网站上可以下载,不要遗漏

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这个是知道的,谢谢

@luotao1 luotao1 changed the title 【Hackathon 7th No.7】No.7 AI-aided geometric design of anti-infection catheters 论文复现 【Hackathon 7th PPSCI No.7】No.7 AI-aided geometric design of anti-infection catheters 论文复现 Sep 18, 2024
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LGTM

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LGTM

@luotao1 luotao1 merged commit 5a39226 into PaddlePaddle:master Sep 18, 2024
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3 participants