【Hackathon 7th】开源贡献个人挑战赛（偷跑版）

大家好！很高兴向大家宣布，第七期 PaddlePaddle Hackathon 正在紧锣密鼓地筹备中，活动预计将在 **9 月 10 日** 正式上线🔥。为了让迫不及待的开发者们提前体验本次黑客松的精彩内容，我们计划“偷跑”部分赛题。此次提前发布的赛题主要围绕 **“科学计算模型复现”** 方向展开，欢迎大家提前报名认领并参与开发！

此 issue 发布 **开源贡献个人挑战赛（偷跑版）** 的任务，**以开源贡献为核心，开发者使用 GitHub ID 报名，独立完成具有明确验收目标的贡献任务，获得对应的任务奖励，奖金 1-4 🌟。** 详细信息参考往期的[第六期黑客松开源贡献个人挑战赛活动说明](https://github.com/PaddlePaddle/docs/blob/develop/docs/guides/10_contribution/hackathon_cn.md#1-开源贡献个人挑战赛)。

**报名格式参考：**`【报名】：2、3`，多个任务之间需要使用中文顿号分隔，报名多个连续任务可用横线表示，如 `2-5`

**RFC&PR 提交格式：在 PR 的标题中以 【Hackathon 7th PPSCI No.xxx】 开头，注明任务编号**

> [!IMPORTANT]
>
> **⚠️ 部分任务无需提交 RFC 即可直接进行开发，请查询 [RFC 需求列表](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】开源贡献个人挑战赛rfc需求列表.md) 确认具体要求。**


## 科学计算模型复现任务

> 科学计算方向的论文复现，需要严格参考 https://paddlescience-docs.readthedocs.io/zh-cn/latest/zh/reproduction/ ，并合入PaddleScience

| 序号 | **难度** | **任务标题** | 队伍名称/状态/PR | 完成队伍 |
| :--: | :------: | ------------------------------------------------------------ | :--------------: | -------- |
| 1 | ⭐️ | [为开源符号回归库进行paddle适配](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no1-为开源符号回归库进行-paddle-适配) | @AndPuQing <img src="https://img.shields.io/badge/状态-提交PR-F39C12" /> https://github.com/MilesCranmer/PySR/pull/704 | @AndPuQing | 
| 2 | ⭐️⭐️ | [Transolver 论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no2-transolver-论文复现) | @xusuyong <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> @LilaKen <img src="https://img.shields.io/badge/状态-提交PR-F39C12" /> [#999](https://github.com/PaddlePaddle/community/pull/999) [#1046](https://github.com/PaddlePaddle/PaddleScience/pull/1046) @lijiawei20161002 <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> | 锁定 @LilaKen | 
| 3 | ⭐️⭐️ | [DrivAerNet ++ 论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no3-drivaernet--论文复现) | @LilaKen <img src="https://img.shields.io/badge/状态-提交PR-F39C12" /> [#1001](https://github.com/PaddlePaddle/community/pull/1001) [#1048](https://github.com/PaddlePaddle/PaddleScience/pull/1048) [#1062](https://github.com/PaddlePaddle/PaddleScience/pull/1062) | 锁定 @LilaKen | 
| 4 | ⭐️⭐️ | [DrivAerNet 论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no4-drivaernet-论文复现) | @NKNaN <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> @LilaKen <img src="https://img.shields.io/badge/状态-完成任务-9B59B6" /> [#1000](https://github.com/PaddlePaddle/community/pull/1000) [#1047](https://github.com/PaddlePaddle/PaddleScience/pull/1047) | @LilaKen | 
| 5 | ⭐️⭐️ | [Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations 论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no5-hidden-fluid-mechanics-learning-velocity-and-pressure-fields-from-flow-visualizations-论文复现) | @lijiawei20161002 <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> | | 
| 6 | ⭐️⭐️ | [Synthetic Lagrangian turbulence by generative diffusion models 论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no6-synthetic-lagrangian-turbulence-by-generative-diffusion-models-论文复现) | | | 
| 7 | ⭐️⭐️ | [AI-aided geometric design of anti-infection catheters 论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no7-ai-aided-geometric-design-of-anti-infection-catheters-论文复现) | @ADream-ki <img src="https://img.shields.io/badge/状态-完成任务-9B59B6" /> [#986](https://github.com/PaddlePaddle/PaddleScience/pull/986) [#943](https://github.com/PaddlePaddle/community/pull/943) @lijiawei20161002 <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> | @ADream-ki | 
| 8 | ⭐️⭐️ | [A physics-informed diffusion model for high-fidelity flow field reconstruction 论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no8-a-physics-informed-diffusion-model-for-high-fidelity-flow-field-reconstruction-论文复现) | @ADream-ki <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> @AI1LJW <img src="https://img.shields.io/badge/状态-提交RFC-F1C40F" /> [#955](https://github.com/PaddlePaddle/community/pull/955) | | 
| 9 | ⭐️ | [DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting 论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no9-diffcast-a-unified-framework-via-residual-diffusion-for-precipitation-nowcasting-论文复现) | @lijiawei20161002 <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> @a162837 <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> | | 
| 10 | ⭐️⭐️ | [Neural General Circulation Models for Weather and Climate 论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no10-neural-general-circulation-models-for-weather-and-climate-论文复现) | | | 
| 11 | ⭐️ | [FuXi: A cascade machine learning forecasting system for 15-day global weather forecast 论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no11-fuxi-a-cascade-machine-learning-forecasting-system-for-15-day-global-weather-forecast-论文复现) | @haoyu2022 <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> | | 
| 12 | ⭐️⭐️⭐️⭐️ | [Adam、AdamW优化器支持amsgrad](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no12-adamadamw-优化器支持-amsgrad) | @idontkonwher <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> @megemini <img src="https://img.shields.io/badge/状态-完成任务-9B59B6" /> [#949](https://github.com/PaddlePaddle/community/pull/949) [#68079](https://github.com/PaddlePaddle/Paddle/pull/68079) [#990](https://github.com/PaddlePaddle/PaddleScience/pull/990) | @megemini | 
| 13 | ⭐️⭐️ | [put_along_axis反向算子实现静态图一阶拆解](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no13-put_along_axis-反向算子实现静态图一阶拆解) | @zeroRains <img src="https://img.shields.io/badge/状态-完成任务-9B59B6" /> [#67891](https://github.com/PaddlePaddle/Paddle/pull/67891) | @zeroRains | 
| 14 | ⭐️⭐️ | [Crystal Diffusion Variational AutoEncoder论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no14-crystal-diffusion-variational-autoencoder-论文复现) | | | 
| 15 | ⭐️⭐️ | [SchNet论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no15-schnet-论文复现) | | | 
| 16 | ⭐️⭐️⭐️ | [MACE论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no16-mace-论文复现) | @LilaKen <img src="https://img.shields.io/badge/状态-报名-2ECC71" /> | | 
| 17 | ⭐️⭐️ | [PIKAN论文复现](https://github.com/PaddlePaddle/community/blob/master/hackathon/hackathon_7th/【Hackathon%207th】个人挑战赛—科学计算任务合集.md#no17-pikan-论文复现) | | | 


## 看板信息 
| 任务方向 | 任务数量 | 提交作品 / 任务认领 | 提交率 | 完成 | 完成率 |
| :----: | :----: | :----: | :----: | :----: | :----: |
| 【个人挑战赛】科学计算 | 17 | 7 / 12 | 41.18% | 4 | 23.53% |
#####


## 统计信息 
> 排名不分先后 @LilaKen (1) @ADream-ki (1) @megemini (1) @zeroRains (1) 
#####

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【Hackathon 7th】开源贡献个人挑战赛（偷跑版） #67603

科学计算模型复现任务

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序号	难度	任务标题	队伍名称/状态/PR	完成队伍
1	⭐️	为开源符号回归库进行paddle适配	@AndPuQing MilesCranmer/PySR#704	@AndPuQing
2	⭐️⭐️	Transolver 论文复现	@xusuyong @LilaKen #999 #1046 @lijiawei20161002	锁定 @LilaKen
3	⭐️⭐️	DrivAerNet ++ 论文复现	@LilaKen #1001 #1048 #1062	锁定 @LilaKen
4	⭐️⭐️	DrivAerNet 论文复现	@NKNaN @LilaKen #1000 #1047	@LilaKen
5	⭐️⭐️	Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations 论文复现	@lijiawei20161002
6	⭐️⭐️	Synthetic Lagrangian turbulence by generative diffusion models 论文复现
7	⭐️⭐️	AI-aided geometric design of anti-infection catheters 论文复现	@ADream-ki #986 #943 @lijiawei20161002	@ADream-ki
8	⭐️⭐️	A physics-informed diffusion model for high-fidelity flow field reconstruction 论文复现	@ADream-ki @AI1LJW #955
9	⭐️	DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting 论文复现	@lijiawei20161002 @a162837
10	⭐️⭐️	Neural General Circulation Models for Weather and Climate 论文复现
11	⭐️	FuXi: A cascade machine learning forecasting system for 15-day global weather forecast 论文复现	@haoyu2022
12	⭐️⭐️⭐️⭐️	Adam、AdamW优化器支持amsgrad	@idontkonwher @megemini #949 #68079 #990	@megemini
13	⭐️⭐️	put_along_axis反向算子实现静态图一阶拆解	@zeroRains #67891	@zeroRains
14	⭐️⭐️	Crystal Diffusion Variational AutoEncoder论文复现
15	⭐️⭐️	SchNet论文复现
16	⭐️⭐️⭐️	MACE论文复现	@LilaKen
17	⭐️⭐️	PIKAN论文复现

【Hackathon 7th】开源贡献个人挑战赛（偷跑版） #67603

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科学计算模型复现任务

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