mechanoChemML
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mechanoChemML

  • Installation
  • Code structure
  • Workflow summary
  • Contributing
  • Change log
  • PyPI project page

List of examples

  • Active learning
  • Multi-resolution learning
  • NN-based PDE solver
  • System identification
  • Non-Local Calculus

API reference

  • mechanoChemML.src
  • mechanoChemML.workflows
    • Subpackages
      • mechanoChemML.workflows.active_learning
      • mechanoChemML.workflows.mr_learning
      • mechanoChemML.workflows.pde_solver
      • mechanoChemML.workflows.systemID
mechanoChemML
  • Docs »
  • mechanoChemML.workflows
  • Edit on GitHub

mechanoChemML.workflows¶

Subpackages¶

  • mechanoChemML.workflows.active_learning
    • mechanoChemML.workflows.active_learning.LSF_manager
    • mechanoChemML.workflows.active_learning.active_learning
    • mechanoChemML.workflows.active_learning.data_generation_surrogate
    • mechanoChemML.workflows.active_learning.data_generation_wrapper
    • mechanoChemML.workflows.active_learning.hp_search
    • mechanoChemML.workflows.active_learning.optimize_hparameters
    • mechanoChemML.workflows.active_learning.save_weights
    • mechanoChemML.workflows.active_learning.slurm_manager
  • mechanoChemML.workflows.mr_learning
    • mechanoChemML.workflows.mr_learning.mrnn_models
    • mechanoChemML.workflows.mr_learning.mrnn_utility
  • mechanoChemML.workflows.pde_solver
    • mechanoChemML.workflows.pde_solver.geometry
    • mechanoChemML.workflows.pde_solver.pde_system_diffusion_steady_state
    • mechanoChemML.workflows.pde_solver.pde_system_elasticity_linear
    • mechanoChemML.workflows.pde_solver.pde_system_elasticity_nonlinear
    • mechanoChemML.workflows.pde_solver.pde_utility
    • mechanoChemML.workflows.pde_solver.pde_workflow_steady_state
  • mechanoChemML.workflows.systemID
    • mechanoChemML.workflows.systemID.forward_model
    • mechanoChemML.workflows.systemID.generate_basis
    • mechanoChemML.workflows.systemID.systemID
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