Class: CompositePropertyPlotter

Visualization class for phase diagrams.
Built on the Pydantic BaseModel.

Attributes

  • ga_params, type: GeneticAlgorithmParams
  • opt_params, type: OptimizationParams
  • ga_result, type: GeneticAlgorithmResult

Class Methods

  • get_all_possible_vol_frac_combos

    • Generates all possible unique volume fraction combinations for a given number of materials, ensuring that the sum of fractions equals 1.
    • Args: num_fractions (int, optional)
    • Returns: all_vol_frac_combos (list of list of float)

  • visualize_composite_eff_props

  • Generates visualizations of effective properties for composite materials.
  • Args:
    • match
      • A list of material identifiers used to construct the composite.
    • consolidated_dict (dict)
      • A dictionary containing material property values with keys as property names and values as lists of corresponding data.
    • num_fractions (int, optional)
      • The number of discrete volume fraction values to consider.
  • Returns:
    • Nothing, but calls other methods which eventually output plotly figures

  • Notes:

    • Does not support phase diagram visualization for single-phase or \(\geq\)5-phase composites.

  • visualize_composite_eff_props_2_phase

    • Generates a 2D line plot to visualize the effective properties of a two-phase composite.
    • Args:
      • match (list)
      • property (str)
      • units (str)
      • volume_fractions (ndarray)
      • effective_properties (ndarray)
    • Returns:
      • fig (plotly.graph_objects.Figure)

  • visualize_composite_eff_props_3_phase

    • Generates a 3D surface plot to visualize the effective properties of a three-phase composite.
    • Args:
      • match (list)
      • property (str)
      • units (str)
      • volume_fractions (ndarray)
      • effective_properties (ndarray)
    • Returns:
      • fig (plotly.graph_objects.Figure)

  • visualize_composite_eff_props_4_phase

    • Generates a 3D scatter plot to visualize the effective properties of a four-phase composite.
    • Args:
      • match (list)
      • property (str)
      • units (str)
      • volume_fractions (ndarray)
      • effective_properties (ndarray)
    • Returns:
      • fig (plotly.graph_objects.Figure)