MindSpore

Installation Deployment

  • MindFlow Installation

Physics-driven

  • 1D Burgers
  • 2D Cylinder Flow
  • 2D Poisson on a Ring
  • Definition of Symbolic PDE Based on MindFlow

Data-driven

  • AI Industrial Flow Simulation Model——DongFang·YuFeng
  • FNO for 1D Burgers
  • FNO for 2D Navier-Stokes

CFD-solver

  • 1D Lax Tube
  • 1D Sod Tube
  • 2D Couette Flow
  • 2D Riemann

Data Mechanism Fusion

  • Solve Inverse Problems of Differential Equations with PDE-Net and Realize Long-Term Prediction

API Reference

  • mindflow.cell
  • mindflow.common
  • mindflow.data
  • mindflow.geometry
  • mindflow.loss
  • mindflow.operators
  • mindflow.pde
  • mindflow.solver

RELEASE NOTES

  • Release Notes
MindSpore
  • »
  • Overview: module code

All modules for which code is available

  • mindflow.cell.activation
  • mindflow.cell.basic_block
  • mindflow.cell.neural_operators.fno1d
  • mindflow.cell.neural_operators.fno2d
  • mindflow.cell.neural_operators.pdenet
  • mindflow.cell.transformer.vit
  • mindflow.common.callback
  • mindflow.common.lr_scheduler
  • mindflow.common.metrics
  • mindflow.data.boundary
  • mindflow.data.data_base
  • mindflow.data.dataset
  • mindflow.data.equation
  • mindflow.data.existed_data
  • mindflow.data.mind_dataset
  • mindflow.geometry.csg
  • mindflow.geometry.geom_utils
  • mindflow.geometry.geometry_1d
  • mindflow.geometry.geometry_2d
  • mindflow.geometry.geometry_3d
  • mindflow.geometry.geometry_base
  • mindflow.geometry.geometry_nd
  • mindflow.geometry.geometry_td
  • mindflow.loss.losses
  • mindflow.operators.derivatives
  • mindflow.pde.burgers
  • mindflow.pde.navier_stokes
  • mindflow.pde.poisson
  • mindflow.pde.sympy2mindspore.parse_sympy
  • mindflow.pde.sympy_pde
  • mindflow.solver.solver

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