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PaddleScience Docs

技术稿件

PaddleScience Docs

PaddleScience
PaddleScience
经典案例
经典案例
- - 数学(AI for Math)
    数学(AI for Math)
    
    AllenCahn
    
    DeepHPMs
    
    DeepONet
    
    Euler_Beam
    
    Laplace2D
    
    Lorenz_transform_physx
    
    PIRBN
    
    Rossler_transform_physx
    
    Volterra_IDE
    
    NLSMB
    
    XPINN
  - 技术科学(AI for Technology)
    技术科学(AI for Technology)
    
    流体
    流体
    
    AMGNet
    
    Aneurysm
    
    BubbleNet
    
    CFDGCN
    
    Cylinder2D_unsteady
    
    Cylinder2D_unsteady_transform_physx
    
    Darcy2D
    
    DeepCFD
    
    LDC2D_steady
    
    LDC2D_unsteady
    
    Labelfree_DNN_surrogate
    
    NSFNets
    
    PhyCRNet
    
    ShockWave
    
    tempoGAN
    
    NSFNet4
    
    ViV
    
    结构
    结构
    
    Biharmonic2D
    
    Bracket
    
    Control_arm
    
    EPNN
    
    Phy-LSTM
    
    TopOpt
    
    传热
    传热
    
    Heat_Exchanger
    
    Heat_PINN
    
    PhyGeoNet
    
    Chip_heat
  - 材料科学(AI for Material)
    材料科学(AI for Material)
    
    hPINNs
  - 地球科学(AI for Earth Science)
    地球科学(AI for Earth Science)
    
    FourCastNet
    
    NowcastNet
    
    DGMR
    
    EarthFormer
API 文档
API 文档
- ppsci
  ppsci
  - ppsci.arch
  - ppsci.autodiff
  - ppsci.constraint
  - ppsci.data
    ppsci.data
    
    ppsci.data.dataset
    
    ppsci.data.transform
    
    ppsci.data.batch_transform
  - ppsci.equation
  - ppsci.geometry
  - ppsci.loss
    ppsci.loss
    
    ppsci.loss.loss
    
    ppsci.loss.mtl
  - ppsci.metric
  - ppsci.optimizer
    ppsci.optimizer
    
    ppsci.optimizer.optimizer
    
    ppsci.optimizer.lr_scheduler
  - ppsci.solver
  - ppsci.utils
    ppsci.utils
    
    ppsci.utils.checker
    
    ppsci.utils.expression
    
    ppsci.utils.initializer
    
    ppsci.utils.logger
    
    ppsci.utils.misc
    
    ppsci.utils.ema
    
    ppsci.utils.reader
    
    ppsci.utils.writer
    
    ppsci.utils.save_load
    
    ppsci.utils.symbolic
  - ppsci.validate
  - ppsci.visualize
  - ppsci.experimental
  - ppsci.probability
- deploy
  deploy
  - deploy.python_infer
使用指南
开发与复现指南
开发与复现指南
- 开发指南
- 复现指南
技术稿件
共创计划
实训社区

技术稿件¶

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