chip heat simulation (PaddlePaddle#808)

* add bubble datafile test=develop * add bubble code test=develop * add bubble code test=develop * add bubble code test=develop * add bubble code * add bubble data * add bubble code * delete mat file * delete mat file * bubble code * delete mat file * add some modify * add some modifications * add some modifications * add some modifications * add some modifications * add some modification * add some modification * add some modification * add some modification * add some modification * add some modification(test=document_fix) * add some modification * add some modification * add some modification * add some modification * add some code test=develop * add some code test=develop * add some code test=develop * add some code test=develop * add some code test=develop * add some code test=develop * add some code test=develop * add some code test=develop * add some code test=develop * add some code test=develop * add some code test=develop * add some code test=develop * add some code for chip heat simulation * add some code for chip heat simulation * add some code for DGMR * add some code for chip * add some code for chip * deleted dgmr code * add some code for chip heat * add some code for chip heat * add some code for chip heat * add some code for chip heat * add some code for chip heat * add some code for chip heat * add some code for chip heat * Update examples/chip_heat/conf/chip_heat.yaml --------- Co-authored-by: HydrogenSulfate <[email protected]>
huohuohuohuohuo123 · Mar 21, 2024 · 18ea97a · 18ea97a
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diff --git a/README.md b/README.md
@@ -71,6 +71,7 @@ PaddleScience 是一个基于深度学习框架 PaddlePaddle 开发的科学计
 | 拓扑优化 | [2D 拓扑优化](https://paddlescience-docs.readthedocs.io/zh/latest/zh/examples/topopt) | 数据驱动 | TopOptNN | 监督学习 | [Data](https://paddle-org.bj.bcebos.com/paddlescience/datasets/topopt/top_dataset.h5) | [Paper](https://arxiv.org/pdf/1709.09578) |
 | 热仿真 | [1D 换热器热仿真](https://paddlescience-docs.readthedocs.io/zh/latest/zh/examples/heat_exchanger) | 机理驱动 | PI-DeepONet | 无监督学习 | - | - |
 | 热仿真 | [2D 热仿真](https://paddlescience-docs.readthedocs.io/zh/latest/zh/examples/heat_pinn) | 机理驱动 | PINN | 无监督学习 | - | [Paper](https://arxiv.org/abs/1711.10561)|
+| 热仿真 | [2D 芯片热仿真](https://paddlescience-docs.readthedocs.io/zh/latest/zh/examples/chip_heat) | 机理驱动 | PI-DeepONet | 无监督学习 | - | [Paper](https://doi.org/10.1063/5.0194245)|
 
 <br>
 <p align="center"><b>材料科学(AI for Material)</b></p>

diff --git a/docs/index.md b/docs/index.md
@@ -115,7 +115,8 @@
 | 受力分析和逆问题 | [3D 汽车控制臂变形](./zh/examples/control_arm.md) | 机理驱动 | MLP | 无监督学习 | - | - |
 | 拓扑优化 | [2D 拓扑优化](./zh/examples/topopt.md) | 数据驱动 | TopOptNN | 监督学习 | [Data](https://paddle-org.bj.bcebos.com/paddlescience/datasets/topopt/top_dataset.h5) | [Paper](https://arxiv.org/pdf/1709.09578) |
 | 热仿真 | [1D 换热器热仿真](./zh/examples/heat_exchanger.md) | 机理驱动 | PI-DeepONet | 无监督学习 | - | - |
-| 热仿真 | [2D 热仿真](./zh/examples/heat_pinn.md) | 机理驱动 | PINN | - | [Paper](https://arxiv.org/abs/1711.10561)|
+| 热仿真 | [2D 热仿真](./zh/examples/heat_pinn.md) | 机理驱动 | PINN | 无监督学习 | - | [Paper](https://arxiv.org/abs/1711.10561)|
+| 热仿真 | [2D 芯片热仿真](./zh/examples/chip_heat.md) | 机理驱动 | PI-DeepONet | 无监督学习 | - | [Paper](https://doi.org/10.1063/5.0194245)|
 
 <br>
 <p align="center"><b>材料科学(AI for Material)</b></p>

diff --git a/docs/zh/api/arch.md b/docs/zh/api/arch.md
@@ -24,6 +24,7 @@
         - USCNN
         - NowcastNet
         - HEDeepONets
+        - ChipDeepONets
         - AutoEncoder
       show_root_heading: true
       heading_level: 3
diff --git a/docs/zh/api/data/dataset.md b/docs/zh/api/data/dataset.md
@@ -6,6 +6,7 @@
       members:
         - IterableNamedArrayDataset
         - NamedArrayDataset
+        - ChipHeatDataset
         - CSVDataset
         - IterableCSVDataset
         - ERA5Dataset

diff --git a/docs/zh/examples/chip_heat.md b/docs/zh/examples/chip_heat.md