Cetaceo

Contents

  • data package
  • evaluators package
  • models package
  • optimization package
  • pipeline module
  • plotting package
  • utils package

Examples

  • Examples

Comparison RL vs PSO

  • Airfoil Optimization with PSO
  • Airfoil Optimization with RL
  • Airfoil Optimization with PSO preserving maximum thickness
  • Airfoil Optimization with RL preserving maximum thickness
Cetaceo
  • Overview: module code

All modules for which code is available

  • data.HDF5Reader
  • data.TorchReader
  • data.VTUReader
  • data.dataset
  • evaluators.evaluator
  • evaluators.regression_evaluator
  • evaluators.regression_evaluator_plotter
  • models.KANSINupm_v1
  • models.KAN_v4_1
  • models.KANupm_v4
  • models.KANupm_v4_1
  • models.KANupm_v4_2
  • models.KANupm_v6_1
  • models.KANupm_v8
  • models.VAE
  • models.elm
  • models.mlp
  • models.model_interface
  • models.pinn.boundary_condition
  • models.pinn.pinn
  • models.pinn.piratenet
  • models.pinn.simple_mlp
  • optimization.optimizer_interface
  • optimization.optuna_base_optimizer
  • pipeline
  • pipeline_study
  • plotting.plot_2d_mesh
  • plotting.plotter
  • plotting.true_vs_pred_plot
  • utils.Metadata
  • utils.aerodynamics
  • utils.path_manager
  • utils.setseed
  • utils.zone_metrics

© Copyright 2024, David Ramos, Pablo Yeste, Fermín Gutiérrez, Nicolás Becerra, Miguel Jaraiz, Ángel Ladrón.

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