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# Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Project information
site_name: PaddleScience Docs
site_description: An out-of-the-box open source library for scientific computing based on deep learning.
site_author: PaddlePaddle
site_url: "https://paddlescience-docs.readthedocs.io/zh-cn/latest/"
edit_uri: edit/develop/docs/
strict: false
# Repository
repo_name: PaddleScience
repo_url: "https://github.com/PaddlePaddle/PaddleScience"
# Copyright
copyright: Copyright © 2022 - 2026 PaddlePaddle
# Page tree
nav:
- PaddleScience:
- 主页: index.md
- 功能介绍: overview.md
- 安装使用: install_setup.md
- 快速开始: quickstart.md
- 多硬件支持: multi_device.md
- 学习资料: tutorials.md
- 经典案例:
- " ":
- 数学(AI for Math):
- AllenCahn: examples/allen_cahn.md
- DeepHPMs: examples/deephpms.md
- DeepONet: examples/deeponet.md
- Euler_Beam: examples/euler_beam.md
- Laplace2D: examples/laplace2d.md
- Lorenz_transform_physx: examples/lorenz.md
- PIRBN: examples/pirbn.md
- Rossler_transform_physx: examples/rossler.md
- Volterra_IDE: examples/volterra_ide.md
- NLSMB: examples/nlsmb.md
- SPINN: examples/spinn.md
- XPINN: examples/xpinns.md
- NeuralOperator: examples/neuraloperator.md
- Brusselator3D: examples/brusselator3d.md
- Transformer4SR: examples/transformer4sr.md
- LatentNO: examples/latent_no.md
- 技术科学(AI for Technology):
- 流体:
- Fundiff: examples/fundiff.md
- Transolver: examples/transolver.md
- Catheter: examples/catheter.md
- AMGNet: examples/amgnet.md
- Aneurysm: examples/aneurysm.md
- BubbleNet: examples/bubble.md
- CFDGCN: examples/cfdgcn.md
- CVit(Advection): examples/adv_cvit.md
- CVit(NS): examples/ns_cvit.md
- Cylinder2D_unsteady: examples/cylinder2d_unsteady.md
- Cylinder2D_unsteady_transform_physx: examples/cylinder2d_unsteady_transformer_physx.md
- Darcy2D: examples/darcy2d.md
- DeepCFD: examples/deepcfd.md
- DrivAerNet: examples/drivaernet.md
- DrivAerNetPlusPlus: examples/drivaernetplusplus.md
- LDC2D_steady: examples/ldc2d_steady.md
- LDC2D_unsteady: examples/ldc2d_unsteady.md
- Labelfree_DNN_surrogate: examples/labelfree_DNN_surrogate.md
- NSFNets: examples/nsfnet.md
- PhyCRNet: examples/phycrnet.md
- ShockWave: examples/shock_wave.md
- tempoGAN: examples/tempoGAN.md
- NSFNet4: examples/nsfnet4.md
- ViV: examples/viv.md
- 结构:
- Biharmonic2D: examples/biharmonic2d.md
- Bracket: examples/bracket.md
- Control_arm: examples/control_arm.md
- EPNN: examples/epnn.md
- Phy-LSTM: examples/phylstm.md
- TopOpt: examples/topopt.md
- NTopo: examples/ntopo.md
- Heart: examples/heart.md
- 传热:
- Heat_Exchanger: examples/heat_exchanger.md
- Heat_PINN: examples/heat_pinn.md
- PhyGeoNet: examples/phygeonet.md
- Chip_heat: examples/chip_heat.md
- 材料科学(AI for Material):
- hPINNs: examples/hpinns.md
- CGCNN: examples/cgcnn.md
- psc_NN: examples/perovskite_solar_cells_nn.md
- Battery_LI: examples/MLP_LI.md
- ML2DDB: examples/ml2ddb.md
- xrdmatch: examples/xrdmatch.md
- CNN_UTS: examples/CNN_UTS.md
- 地球科学(AI for Earth Science):
- KMCast: examples/kmcast.md
- Extformer-MoE: examples/extformer_moe.md
- FourCastNet: examples/fourcastnet.md
- NowcastNet: examples/nowcastnet.md
- DGMR: examples/dgmr.md
- STAFNet: examples/stafnet.md
- EarthFormer: examples/earthformer.md
- MeteoFormer: examples/meteoformer.md
- Preformer: examples/preformer.md
- ClimateFormer: examples/climateformer.md
- GraphCast: examples/graphcast.md
- GenCast: examples/gencast.md
- VelocityGAN: examples/velocity_gan.md
- TGCN: examples/tgcn.md
- IOPS: examples/iops.md
- Pang-Weather: examples/pangu_weather.md
- FengWu: examples/fengwu.md
- FuXi: examples/fuxi.md
- UNetFormer: examples/unetformer.md
- WGAN_GP: examples/wgan_gp.md
- UTAE: examples/UTAE.md
- 化学科学(AI for Chemistry):
- SMC Reac: examples/smc_reac.md
- Moflow: examples/moflow.md
- IFM: examples/ifm.md
- Synthemol: examples/synthemol.md
- TADF: examples/tadf.md
- API 文档:
- ppsci:
- ppsci.arch: api/arch.md
- ppsci.autodiff: api/autodiff.md
- ppsci.constraint: api/constraint.md
- ppsci.data:
- ppsci.data.dataset: api/data/dataset.md
- ppsci.data.transform: api/data/process/transform.md
- ppsci.data.batch_transform: api/data/process/batch_transform.md
- ppsci.equation: api/equation.md
- ppsci.geometry: api/geometry.md
- ppsci.loss:
- ppsci.loss.loss: api/loss/loss.md
- ppsci.loss.mtl: api/loss/mtl.md
- ppsci.metric: api/metric.md
- ppsci.optimizer:
- ppsci.optimizer.optimizer: api/optimizer.md
- ppsci.optimizer.lr_scheduler: api/lr_scheduler.md
- ppsci.solver: api/solver.md
- ppsci.utils:
- ppsci.utils.checker: api/utils/checker.md
- ppsci.utils.expression: api/utils/expression.md
- ppsci.utils.initializer: api/utils/initializer.md
- ppsci.utils.logger: api/utils/logger.md
- ppsci.utils.misc: api/utils/misc.md
- ppsci.utils.ema: api/utils/ema.md
- ppsci.utils.reader: api/utils/reader.md
- ppsci.utils.writer: api/utils/writer.md
- ppsci.utils.save_load: api/utils/save_load.md
- ppsci.utils.symbolic: api/utils/symbolic.md
- ppsci.validate: api/validate.md
- ppsci.visualize: api/visualize.md
- ppsci.experimental: api/experimental.md
- ppsci.probability: api/probability.md
- deploy:
- deploy.python_infer: api/depoly/python_infer.md
- 使用指南: user_guide.md
- 开发与复现指南:
- 开发指南: development.md
- 复现指南: reproduction.md
- 学术成果: academic.md
- 技术稿件: technical_doc.md
- 共创计划: cooperation.md
- 实训社区: https://aistudio.baidu.com/aistudio/projectoverview/public?topic=15
# Configuration
theme:
name: material
font:
code: Roboto Mono
text: Noto Serif SC
logo: ./images/icons/paddle.png
favicon: ./images/icons/favcion.png
language: "zh"
features:
- navigation.tabs
- navigation.tabs.sticky
- navigation.tracking
- navigation.sections
# - navigation.prune # disabled temporarily for rendering speed
- navigation.top
- search.suggest
- navigation.instant
- content.code.copy
- content.code.select
- content.code.annotate
- search.highlight
- content.tabs.link
- content.action.edit
- content.action.view
- content.tooltips
icon:
edit: material/pencil
view: material/eye
annotation: fontawesome/solid/circle-question
palette:
# Palette toggle for light mode
- scheme: default
toggle:
icon: material/brightness-7
name: Switch to dark mode
# Palette toggle for dark mode
- scheme: slate
toggle:
icon: material/brightness-4
name: Switch to light mode
# Plugins
plugins:
- include-markdown
- search:
lang:
- zh
- en
- i18n:
docs_structure: folder
fallback_to_default: true
reconfigure_material: true
reconfigure_search: true
languages:
- locale: zh
default: true
name: 简体中文
build: true
- locale: en
name: English
build: true
nav_translations:
PaddleScience: PaddleScience
主页: Home
功能介绍: Overview
安装使用: Installation & Setup
快速开始: Quick Start
多硬件支持: Multi-Hardware Support
学习资料: Tutorials
经典案例: Case Studies
数学(AI for Math): AI for Math
技术科学(AI for Technology): AI for Engineering
流体: Fluid Dynamics
结构: Structural Mechanics
传热: Heat Transfer
材料科学(AI for Material): AI for Material
地球科学(AI for Earth Science): AI for Earth Science
化学科学(AI for Chemistry): AI for Chemistry
API 文档: API Documentation
使用指南: User Guide
开发与复现指南: Development
开发指南: Development Guide
复现指南: Reproducibility Guide
学术成果: Publications
技术稿件: Technical Reports
共创计划: Collaboration
实训社区: Practice Community
- glightbox
- mkdocstrings:
handlers:
python:
setup_commands:
- import sys
- sys.path.append("../")
paths: [../ppsci]
selection:
new_path_syntax: true
- mkdocs-video
- git-revision-date-localized:
enable_creation_date: true
fallback_to_build_date: true
type: date
- mike
# Extensions
markdown_extensions:
- abbr
- pymdownx.critic
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.snippets:
dedent_subsections: true
- pymdownx.arithmatex:
generic: true
- toc:
permalink: true
- pymdownx.inlinehilite
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- admonition
- pymdownx.details
- attr_list
- md_in_html
- pymdownx.tabbed:
alternate_style: true
# Extra javascripts
extra_javascript:
- javascripts/bd_statistics.js
- javascripts/mathjax.js
- javascripts/contributors.js
- https://polyfill.io/v3/polyfill.min.js?features=es6
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js
# Extra css
extra_css:
- stylesheets/extra.css
# Extra
extra:
version:
provider: mike
alias: true