[Example] Add battery-electrochemical-performance prediction model #967

huohuohuohuohuo123 · 2024-08-10T16:23:16Z

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* fix coner case for FusedDerivativeNode is placed at the end of nodes group * add UT for fuse derivatives * fix bug

* update phygeonet doc * fix model name

* refine documents and remove redundant blankline toml * refine more documents

* update quick_start * convert all sh * update version note for release 2.6 * update optimizer usage code

* [Add] arch examples * [Change] examples * [Change] examples * [Change] register_input_transform * [Change] data with rand --------- Co-authored-by: HydrogenSulfate <[email protected]>

* [Add] phylstm examples * [Change] phylstm examples * [Change] remove blank line

…dlePaddle#757)

* update docstring * remove spaces in args * update * remove extra blank line

…ent Network for Solving Spatiotemporal PDEs (PaddlePaddle#674) * Add files via upload * Create readme.md * Add files via upload * Update __init__.py * Add files via upload * Add files via upload * add * add * add * add * add * add * add * add * add * add * a * a * Update phycrnet.md * Update phycrnet.md * Update phycrnet.md * a * d * d * a * a * a * a * a * a * p * a * a * a * update .md file * update .md file * update .md file * fix * edit md * eval * m * m * edit * edit --------- Co-authored-by: WG <[email protected]> Co-authored-by: wangguan <[email protected]>

* add 3 install method in README.md * add more contributors

* (WIP)Add tutorial page * fix document * fix * change split_to_dict and concat_to_tensor to staticmethod * update batch_index class variable for all datasets * move legend to outter-right of curve box and set dpi to 200 * add 1 more aistudio url

* update copyright header * update docstring of PhyCRNet

…install (PaddlePaddle#768)

* remove python3.7 * update

…addlePaddle#763) * doc107 * fix

* add RegAE example * add RegAE --------- Co-authored-by: HydrogenSulfate <[email protected]>

* add validation for hydra config * update unitest for pydantic * fix for OptimizerList * fix

…med neural networks for the incompressible Navier-Stokes equations (PaddlePaddle#670) * Add files via upload * add * add * a * a * a * a * a * a * a * a * a * a * a * a * a * a * a * a * a * a * a * a * a * a * a * a * edit * m * edit * a * Update nsfnet4.md * m * m * Update nsfnet4.md * finish * m * debug * edit * add * a * a * a * a * a * a * a * d * Update nsfnet4.md * d * d * d * d * over * reformat docs * fix inference * fix lr scheduler --------- Co-authored-by: WG <[email protected]> Co-authored-by: wangguan <[email protected]>

… pydantic 1.x version (PaddlePaddle#770)

* add yinglong inference code * add readme file for yinglong * update yinglong predict code * add copyright in predict_12layers.py * update readme * add reference for timefeatures.py * update predict_12layers and readme

* (WIP)fix doctest and refine document * update docs * fix wrong code in ldc2d * update code * update paranoma * fix * refine doc

* add yinglong inference code * add readme file for yinglong * update yinglong predict code * add copyright in predict_12layers.py * update readme * add reference for timefeatures.py * update predict_12layers and readme * add visualize and update readme * add figure for yinglong * update yinglong readme * fix readme for yinglong * add predict for yinglong 24 layers * update readme * add plot for yinglong * update predict code * update readme * update file path * add version check * fix doc string * update readme

huohuohuohuohuo123 · 2024-09-30T05:48:49Z

您好，文档部分的格式进行了一些修改，辛苦看一下，哪里是否需要修改

leeleolay · 2024-11-01T06:22:34Z

文档的部分辛苦按照链接里的教程再修改一下吧
https://paddlescience-docs.readthedocs.io/zh-cn/latest/zh/development/#3

huohuohuohuohuo123 · 2024-11-10T15:35:37Z

您好，已经按照文档链接修改了，辛苦看下哪里还有问题

leeleolay · 2024-11-11T02:35:42Z

1.加载文档的时候，该案例为能正确显示，还存在一些bug：

2.另外example里的文件里，我看到有数据集，辛苦整理到一个文件夹里；
3.另外辛苦修正完后再运行一下检查一些是否有运行过程中存在的一些bug

关于训练好的模型权重文件，已经上传到云上，您可以将这个权重文件的链接参考其他案例附到案例介绍的文档中
https://paddle-org.bj.bcebos.com/paddlescience/models/MLP_LI/MLP_LI_pretrained.pdparams

huohuohuohuohuo123 · 2024-11-11T15:35:59Z

您好，之前说的问题已经修改，辛苦看一下哪里还有问题

leeleolay · 2024-11-12T05:48:31Z

运行MLP_LI.py文件运行错误，如果需要安装第三方包，请在文档里表明要安装的依赖包，并在文档里注明训练命令和数据集。文件夹中的数据集的位置比较散乱，请做一下整理。关于result_out，这个文件夹的作用是什么？里面还有一些图片格式的文件，看起来是补充文档里的信息，如何只和文档有关，请移动到文档相关的位置。

huohuohuohuohuo123 · 2024-12-05T09:33:40Z

您好，已提交修改，辛苦看一下

leeleolay · 2025-01-02T07:18:05Z

有如下问题，辛苦确认一下：
1.精度问题：
按照文档运行python MLP_LI.p，测试结果的精度和文档里有差距

2.文件存储路径问题，有中文，数据集改为data比较好

huohuohuohuohuo123 · 2025-01-03T13:23:10Z

我这边的训练结果和文档中是一致的，不知道是什么原因和你运行的结果和文档的结果有差距，其他问题已经更正，辛苦看一下

leeleolay · 2025-01-12T13:48:53Z

提供的MLP_LI.py文件里没有提供加载预训练模型的代码和测试预训练模型的相关代码，使用提供的代码进行训练得到的模型进行测试后的精度结果是我发出的图片里的数字。

屏幕打印消息V C E建议在文档中表明各个符号的含义

huohuohuohuohuo123 · 2025-02-13T07:37:09Z

您好，已经修改，辛苦看一下

HydrogenSulfate · 2024-12-14T07:11:20Z

ppsci/data/dataset/__init__.py

这里的换行可以删除

HydrogenSulfate · 2025-02-13T10:26:51Z

ppsci/data/dataset/__init__.py

+
+
+
+


Suggested change

HydrogenSulfate · 2025-02-13T10:38:07Z

docs/zh/results_out/best_model.pdparams

该权重文件已上传：https://paddle-org.bj.bcebos.com/paddlescience%2Fmodels%2FMLP_LI_pretrained.pdparams

可以在PR中删除这个文件，然后相关的权重链接更新为该url即可

HydrogenSulfate · 2025-02-13T10:39:40Z

docs/zh/examples/MLP_LI.md

这个文件能使用vscode的markdown格式化插件格式化一下吗？如果没有安装vscode的话就算了

HydrogenSulfate · 2025-02-13T10:40:42Z

examples/MLP_LI/results_out/best_model.pdparams

这个文件跟另一个docs下的同名文件是什么关系？

HydrogenSulfate

我上传了必要的文件，一些重复的文件可以删除，文档顺便更新一下

HydrogenSulfate · 2025-02-13T10:44:04Z

docs/zh/results_out/performance_prediction_original.png

https://paddle-org.bj.bcebos.com/paddlescience%2Fdocs%2Fperformance_prediction_original.png

HydrogenSulfate · 2025-02-13T10:44:09Z

docs/zh/results_out/performance_prediction_voltage.png

https://paddle-org.bj.bcebos.com/paddlescience%2Fdocs%2Fperformance_prediction_voltage.png

HydrogenSulfate · 2025-02-13T10:44:15Z

docs/zh/results_out/initial_training_loss.png

https://paddle-org.bj.bcebos.com/paddlescience%2Fdocs%2Finitial_training_loss.png

HydrogenSulfate · 2025-02-13T10:46:33Z

examples/MLP_LI/MP_data_down_loading(train+validate).csv

https://paddle-org.bj.bcebos.com/paddlescience%2Fdocs%2FMP_data_down_loading(train%2Bvalidate).csv

HydrogenSulfate · 2025-02-13T10:46:59Z

examples/MLP_LI/MP_data_down_loading(train+validate+test).csv

https://paddle-org.bj.bcebos.com/paddlescience%2Fdocs%2FMP_data_down_loading(train%2Bvalidate%2Btest).csv

HydrogenSulfate · 2025-02-13T10:47:23Z

examples/MLP_LI/error_distribution_voltage.png

https://paddle-org.bj.bcebos.com/paddlescience%2Fdocs%2Ferror_distribution_voltage.png

HydrogenSulfate · 2025-02-13T10:48:14Z

docs/zh/examples/MLP_LI.md

+=== "模型训练命令"
+
+    ``` sh
+    python MLP_LI.py


训练命令上面请参考：https://paddlescience-docs.readthedocs.io/zh-cn/latest/zh/examples/allen_cahn/#__tabbed_1_1，添加数据集下载的命令

HydrogenSulfate · 2025-02-13T10:48:36Z

docs/zh/examples/MLP_LI.md

+    ``` sh
+    python MLP_LI.py
+    ```
+


请添加模型评估命令，即直接基于下面训练好的模型进行评估

HydrogenSulfate · 2025-02-13T10:50:01Z

examples/MLP_LI/MLP_LI.py

模型训练和评估建议放到train和evaluate函数里，不要直接写在一起

HydrogenSulfate and others added 30 commits January 11, 2024 19:06

[Fix] Fix fuse derivative corner case and add UT (PaddlePaddle#748)

4c8a961

* fix coner case for FusedDerivativeNode is placed at the end of nodes group * add UT for fuse derivatives * fix bug

fix scm tools (PaddlePaddle#749)

21d7ffc

update phygeonet doc (PaddlePaddle#747)

6e742a7

* update phygeonet doc * fix model name

[Doc] Refine documents and fix typo (PaddlePaddle#750)

61ba5c2

* refine documents and remove redundant blankline toml * refine more documents

[Doc] update quick_start (PaddlePaddle#751)

f76b48a

* update quick_start * convert all sh * update version note for release 2.6 * update optimizer usage code

fix bug

19d6858

【PPSCI Doc No.12、13、14、15、16、17】ppsci.arch.Arch (PaddlePaddle#752)

8a1a349

* [Add] arch examples * [Change] examples * [Change] examples * [Change] register_input_transform * [Change] data with rand --------- Co-authored-by: HydrogenSulfate <[email protected]>

update docstrings and note (PaddlePaddle#754)

2762835

add Solver.finetune() (PaddlePaddle#755)

0fa9a14

【PPSCI Doc No.20】ppsci.arch.DeepPhyLSTM (PaddlePaddle#756)

6cf2951

* [Add] phylstm examples * [Change] phylstm examples * [Change] remove blank line

clear differentiation cache in visu_forward to avoid OOM problem (Pad…

6d7c2ef

…dlePaddle#757)

update docstring (PaddlePaddle#758)

b45fe5f

【PPSCI Doc No.104-105】 (PaddlePaddle#759)

152956f

* update docstring * remove spaces in args * update * remove extra blank line

[Doc] Add more contrib and more installtion method (PaddlePaddle#760)

b5d7636

* add 3 install method in README.md * add more contributors

[Fix] Update copyright and docstrings (PaddlePaddle#761)

5336d15

* update copyright header * update docstring of PhyCRNet

doc106 (PaddlePaddle#762)

d3fa030

set encoding to utf-8 when reading content from README.md during pip …

ba9fcaf

…install (PaddlePaddle#768)

doc108-109 (PaddlePaddle#764)

b3ae407

remove python3.7 in docker (PaddlePaddle#765)

77a6f6b

* remove python3.7 * update

【PPSCI Doc No.107】update doc for ppsci.visualize.save_vtu_to_mesh (P…

627e4b6

…addlePaddle#763) * doc107 * fix

[Example] Add RegAE example (PaddlePaddle#660)

f5fa76c

* add RegAE example * add RegAE --------- Co-authored-by: HydrogenSulfate <[email protected]>

[Enh] add validation for hydra config (PaddlePaddle#769)

8efb7ca

* add validation for hydra config * update unitest for pydantic * fix for OptimizerList * fix

specify pydantic >= 2.5.x or field_validator can not be imported from…

f106ca8

… pydantic 1.x version (PaddlePaddle#770)

add YingLong model (PaddlePaddle#771)

98d3e72

* add yinglong inference code * add readme file for yinglong * update yinglong predict code * add copyright in predict_12layers.py * update readme * add reference for timefeatures.py * update predict_12layers and readme

[Doc] Add description of yaml (PaddlePaddle#774)

5e56111

* (WIP)fix doctest and refine document * update docs * fix wrong code in ldc2d * update code * update paranoma * fix * refine doc

update readme (PaddlePaddle#775)

183c888

huohuohuohuohuo123 added 2 commits September 30, 2024 13:41

修复 MLP_LI 文件中的尾随空格

e16c0ae

Merge branch 'upstream_develop' into new_feature_branch

221f1c1

HydrogenSulfate assigned leeleolay Oct 22, 2024

leeleolay removed their assignment Nov 1, 2024

huohuohuohuohuo123 added 3 commits November 10, 2024 23:15

Save local changes to mkdocs.yml

3cb2ae1

Merge branch 'upstream_develop' into new_feature_branch

7dc8268

Update MLP_LI documentation and results images

854707d

huohuohuohuohuo123 added 4 commits November 11, 2024 22:54

整理代码并提交到 dev_model 分支

fb28d61

Merge branch 'upstream_develop' into new_feature_branch

d091f24

Resolve merge conflicts and merge upstream develop

c44cf29

Resolve merge conflicts and merge upstream develop

83fc2c1

huohuohuohuohuo123 added 2 commits December 5, 2024 16:55

Merge branch 'upstream_develop' into new_feature_branch

065b0f5

整理代码，提交新增和修改的文件

c8dc22c

huohuohuohuohuo123 added 2 commits January 3, 2025 21:16

Merge branch 'upstream_develop' into new_feature_branch

ea52116

Resolve merge conflicts and merge upstream develop

5b3b911

huohuohuohuohuo123 added 2 commits February 13, 2025 15:31

Merge branch 'upstream_develop' into new_feature_branch

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Resolve merge conflicts and merge upstream develop

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huohuohuohuohuo123 commented Aug 10, 2024

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