mechanoChemML
stable

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
mechanoChemML
  • Docs »
  • Overview: module code

All modules for which code is available

  • mechanoChemML.src.LeastR
  • mechanoChemML.src.dictionary
  • mechanoChemML.src.hparameters_cnn_grid
  • mechanoChemML.src.hparameters_dnn_grid
  • mechanoChemML.src.idnn
  • mechanoChemML.src.kbnn
  • mechanoChemML.src.kfold_train
  • mechanoChemML.src.load_dump
  • mechanoChemML.src.nn_models
  • mechanoChemML.src.pde_layers
  • mechanoChemML.src.stepwiseRegression
  • mechanoChemML.src.texify
  • mechanoChemML.src.transform_layer
  • 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.mrnn_models
  • mechanoChemML.workflows.mr_learning.mrnn_utility
  • 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.forward_model
  • mechanoChemML.workflows.systemID.generate_basis
  • mechanoChemML.workflows.systemID.systemID

© Copyright 2021, the Computational Physics Group at the University of Michigan Revision 1ad25368.

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