Note
Go to the end to download the full example code.
2D Microstructure analysis#
This example shows how to use PyAdditive to determine the two-dimensional microstructure in the XY, XZ, and YZ planes for a sample coupon with given material and machine parameters.
Units are SI (m, kg, s, K) unless otherwise noted.
Perform required import and connect#
Perform the required import and connect to the Additive service.
from ansys.additive.core import (
Additive,
AdditiveMachine,
MicrostructureInput,
SimulationError,
)
additive = Additive()
Select material#
Select a material. You can use the materials_list()
method to
obtain a list of available materials.
print("Available material names: {}".format(additive.materials_list()))
Available material names: ['316L', 'Ti64', 'CoCr', 'AlSi10Mg', '17-4PH', 'IN718', 'IN625', 'Al357']
You can obtain the parameters for a single material by passing a name
from the materials list to the material()
method.
material = additive.material("17-4PH")
Specify machine parameters#
Specify machine parameters by first creating an AdditiveMachine
object
and then assigning the desired values. All values are in SI units (m, kg, s, K)
unless otherwise noted.
machine = AdditiveMachine()
# Show available parameters
print(machine)
AdditiveMachine
laser_power: 195 W
scan_speed: 1.0 m/s
heater_temperature: 80 °C
layer_thickness: 5e-05 m
beam_diameter: 0.0001 m
starting_layer_angle: 57 °
layer_rotation_angle: 67 °
hatch_spacing: 0.0001 m
slicing_stripe_width: 0.01 m
Set laser power and scan speed#
Set the laser power and scan speed.
machine.scan_speed = 1 # m/s
machine.laser_power = 500 # W
Specify inputs for microstructure simulation#
Microstructure simulation inputs can include thermal parameters.
Thermal parameters consist of cooling_rate
, thermal_gradient
,
melt_pool_width
, and melt_pool_depth
. If thermal parameters are not
specified, the thermal solver is used to obtain the parameters prior
to running the microstructure solver.
# Specify microstructure inputs with thermal parameters
input_with_thermal = MicrostructureInput(
machine=machine,
material=material,
sensor_dimension=0.0005,
sample_size_x=0.001, # in meters (1 mm), must be >= sensor_dimension + 0.0005
sample_size_y=0.001, # in meters (1 mm), must be >= sensor_dimension + 0.0005
sample_size_z=0.0015, # in meters (1 mm), must be >= sensor_dimension + 0.001
use_provided_thermal_parameters=True,
cooling_rate=1.1e6, # °K/s
thermal_gradient=1.2e7, # °K/m
melt_pool_width=1.5e-4, # meters (150 microns)
melt_pool_depth=1.1e-4, # meters (110 microns)
)
# Specify microstructure inputs without thermal parameters
input_without_thermal = MicrostructureInput(
machine=machine,
material=material,
sensor_dimension=0.0005,
sample_size_x=0.001, # in meters (1 mm), must be >= sensor_dimension + 0.0005
sample_size_y=0.001, # in meters (1 mm), must be >= sensor_dimension + 0.0005
sample_size_z=0.0015, # in meters (1 mm), must be >= sensor_dimension + 0.001
# use_provided_thermal_parameters defaults to False
)
Run simulation#
Use the simulate()
method of the additive
object to run the simulation.
The returned object is either a MicrostructureSummary
object or a
SimulationError
object.
summary = additive.simulate(input_with_thermal)
if isinstance(summary, SimulationError):
raise Exception(summary.message)
Plot results#
The summary`
object includes three VTK files, one for each of the
XY, XZ, and YZ planes. Each VTK file contains data sets for grain orientation,
boundaries, and number. In addition, the summary
object
includes circle equivalence data and average grain size for each plane.
See MicrostructureSummary
for details.
import matplotlib.pyplot as plt
import pandas as pd
import pyvista as pv
from matplotlib import colors
from matplotlib.colors import LinearSegmentedColormap as colorMap
from matplotlib.ticker import PercentFormatter
from ansys.additive.core import CircleEquivalenceColumnNames
Plot 2D grain visualizations#
Plot the planar data, read VTK data in data set objects, and create a color map to use with the boundary map.
# Function to plot the planar data
def plot_microstructure(
xy_data: any,
xz_data: any,
yz_data: any,
scalars: str,
cmap: colors.LinearSegmentedColormap,
):
"""Convenience function to plot microstructure VTK data."""
font_size = 8
plotter = pv.Plotter(shape=(2, 2), lighting="three lights")
plotter.show_axes_all()
plotter.add_mesh(xy_data, cmap=cmap, scalars=scalars)
plotter.add_title("XY Plane", font_size=font_size)
plotter.subplot(0, 1)
plotter.add_mesh(xz_data, cmap=cmap, scalars=scalars)
plotter.add_title("XZ Plane", font_size=font_size)
plotter.subplot(1, 0)
plotter.add_mesh(yz_data, cmap=cmap, scalars=scalars)
plotter.add_title("YZ Plane", font_size=font_size)
plotter.subplot(1, 1)
plotter.add_mesh(xy_data, cmap=cmap, scalars=scalars)
plotter.add_mesh(xz_data, cmap=cmap, scalars=scalars)
plotter.add_mesh(yz_data, cmap=cmap, scalars=scalars)
plotter.add_title("Combined", font_size=font_size)
return plotter
# Read VTK data into pyvista.DataSet objects
xy = pv.read(summary.xy_vtk)
xz = pv.read(summary.xz_vtk)
yz = pv.read(summary.yz_vtk)
# Create a color map to use with the boundary plot
white_black_cmap = colorMap.from_list("whiteblack", ["white", "black"])
plot_microstructure(xy, xz, yz, "GrainBoundaries", white_black_cmap).show(
title="Grain Boundaries"
)
plot_microstructure(xy, xz, yz, "Orientation_(deg)", "spectral").show(
title="Orientation °"
)
plot_microstructure(xy, xz, yz, "GrainNumber", None).show(title="Grain Number")
Plot grain statistics#
Add grain statistic plots to a figure, create a figure for grain statistics, and then plot the figure.
# Function to simplify plotting grain statistics
def add_grain_statistics_to_figure(
plane_data: pd.DataFrame,
plane_str: str,
plane_ave_grain_size: float,
diameter_axes: plt.Axes,
orientation_axes: plt.Axes,
):
"""Convenience function to add grain statistic plots to a figure."""
xmax = len(plane_data[CircleEquivalenceColumnNames.DIAMETER])
diameter_axes.hist(
plane_data[CircleEquivalenceColumnNames.DIAMETER], bins=20, rwidth=0.75
)
diameter_axes.set_xlabel("Grain Diameter (µm)")
diameter_axes.set_ylabel("Area Fraction")
diameter_axes.set_title(
plane_str.upper()
+ f" Grain Size Distribution, ave: {plane_ave_grain_size:.2f} µm"
)
diameter_axes.yaxis.set_major_formatter(PercentFormatter(xmax=xmax))
orientation_axes.hist(
plane_data[CircleEquivalenceColumnNames.ORIENTATION_ANGLE], bins=9, rwidth=0.75
)
orientation_axes.yaxis.set_major_formatter(PercentFormatter(xmax=xmax))
orientation_axes.set_xlabel("Orientation Angle (°)")
orientation_axes.set_ylabel("Number Fraction")
orientation_axes.set_title(plane_str.upper() + " Orientation Angle")
# Create figure for grain statistics
fig, axs = plt.subplots(3, 2, figsize=(10, 15), tight_layout=True)
fig.suptitle("Circle Equivalence Grain Data", fontsize=16)
add_grain_statistics_to_figure(
summary.xy_circle_equivalence,
"xy",
summary.xy_average_grain_size,
axs[0][0],
axs[0][1],
)
add_grain_statistics_to_figure(
summary.xz_circle_equivalence,
"xz",
summary.xz_average_grain_size,
axs[1][0],
axs[1][1],
)
add_grain_statistics_to_figure(
summary.yz_circle_equivalence,
"yz",
summary.yz_average_grain_size,
axs[2][0],
axs[2][1],
)
plt.show()

Print the simulation logs#
To print the simulation logs, use the logs()
property.
print(summary.logs)
File: microstructure-log.log
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: MeshSpacing: 1.000000e-06
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: LaserSpeed: 1.000000e+00
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: DepositLayerThickness: 5.000000e-05
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: BoundaryMultiplier: 1.000000e+00
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: BorderGrainBoundaries: 10
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: KineticAnisotropy: 7.000000e-01
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: InterfaceKinematicCoefficient: 2.000000e-03
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: GibbsThomsonCoefficient: 1.700000e-07
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: NucleationConstantInterface: 2.377834e+00
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: NucleationConstantBulk: 2.844440e+04
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: b0: 0.800000
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: XYPlaneRotationAngleInfluence: 1
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: ScanFilePath: /tmp/additive/5f7ed84745265/hatch-files/LaserPosition
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: OutputPath:
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: sensorid: 1
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: x: 5.000000e-04
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: y: 5.000000e-04
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: z: 5.000000e-04
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: length: 5.000000e-04
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: meltpoolwidth: 1.500000e-04
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: meltpooldepth: 1.100000e-04
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: thermalgradient: 1.200000e+07
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: coolingrate: 1.100000e+06
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: SensorOutputPrefix: /tmp/additive/5f7ed84745265/microstructure/Microstructure
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: OracleType: uniform-parallel
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: OracleNumberFile: ./randnum.csv
Mon Apr 28 09:57:18 2025 -> SOLVERINFO: RNGSeed: 1088347086
Mon Apr 28 09:57:20 2025 -> DESKTOPINFO: License successfully obtained.
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Skipping HPC license checkout as 4 are being requested.
Mon Apr 28 09:57:20 2025 -> USERINFO: Starting MicrostructureSolver v16.1.0-dev, SolverCommon v14.108.0
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Begin Run
Mon Apr 28 09:57:20 2025 -> DESKTOPINFO: Using 4 threads for solver
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Total Number of Sensors: 1
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Run Sensor 1
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Layers to read:
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Bottom of sensor layer index = 0
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Top of sensor layer index = 9
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Layer index for remelting sensor = 11
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Oracle for plane id 0 received seed of 1088350519
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Thread 0 gets seed: 1088350519
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Thread 1 gets seed: 1088350598
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Thread 2 gets seed: 1088350677
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Thread 3 gets seed: 1088350756
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Longitude Line Solver took 240 steps out of 5656 max allowed.
Mon Apr 28 09:57:20 2025 -> SOLVERINFO: Longitude Line Solver took 260 steps out of 6268 max allowed.
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Mon Apr 28 09:57:22 2025 -> SOLVERINFO: PercentComplete: 33.3
Mon Apr 28 09:57:22 2025 -> SOLVERINFO: Oracle for plane id 1 received seed of 1088350520
Mon Apr 28 09:57:22 2025 -> SOLVERINFO: Thread 0 gets seed: 1088350520
Mon Apr 28 09:57:22 2025 -> SOLVERINFO: Thread 1 gets seed: 1088350599
Mon Apr 28 09:57:22 2025 -> SOLVERINFO: Thread 2 gets seed: 1088350678
Mon Apr 28 09:57:22 2025 -> SOLVERINFO: Thread 3 gets seed: 1088350757
Mon Apr 28 09:57:22 2025 -> SOLVERINFO: Starting layer (relative index): 0
Mon Apr 28 09:57:22 2025 -> SOLVERINFO: Latitude Line Solver took 267 steps out of 1408 max allowed.
Mon Apr 28 09:57:22 2025 -> SOLVERINFO: Latitude Line Solver took 251 steps out of 1408 max allowed.
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Mon Apr 28 09:57:23 2025 -> SOLVERINFO: PercentComplete: 36
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: Starting layer (relative index): 1
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: Latitude Line Solver took 272 steps out of 1420 max allowed.
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: Latitude Line Solver took 280 steps out of 1420 max allowed.
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Mon Apr 28 09:57:23 2025 -> SOLVERINFO: PercentComplete: 38.8
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: Starting layer (relative index): 2
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: Latitude Line Solver took 440 steps out of 5298 max allowed.
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: PercentComplete: 41.6
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: Starting layer (relative index): 3
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: Latitude Line Solver took 247 steps out of 1264 max allowed.
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Mon Apr 28 09:57:23 2025 -> SOLVERINFO: PercentComplete: 44.4
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: Starting layer (relative index): 4
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: Latitude Line Solver took 360 steps out of 1902 max allowed.
Mon Apr 28 09:57:23 2025 -> SOLVERINFO: Latitude Line Solver took 331 steps out of 1902 max allowed.
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Mon Apr 28 09:57:24 2025 -> SOLVERINFO: PercentComplete: 47.1
Mon Apr 28 09:57:24 2025 -> SOLVERINFO: Starting layer (relative index): 5
Mon Apr 28 09:57:24 2025 -> SOLVERINFO: Latitude Line Solver took 354 steps out of 2032 max allowed.
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Mon Apr 28 09:57:24 2025 -> SOLVERINFO: PercentComplete: 49.9
Mon Apr 28 09:57:24 2025 -> SOLVERINFO: Starting layer (relative index): 6
Mon Apr 28 09:57:24 2025 -> SOLVERINFO: Latitude Line Solver took 252 steps out of 1260 max allowed.
Mon Apr 28 09:57:24 2025 -> SOLVERINFO: Latitude Line Solver took 213 steps out of 1260 max allowed.
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Mon Apr 28 09:57:24 2025 -> SOLVERINFO: PercentComplete: 52.7
Mon Apr 28 09:57:24 2025 -> SOLVERINFO: Starting layer (relative index): 7
Mon Apr 28 09:57:24 2025 -> SOLVERINFO: Latitude Line Solver took 442 steps out of 4204 max allowed.
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Mon Apr 28 09:57:25 2025 -> SOLVERINFO: PercentComplete: 55.5
Mon Apr 28 09:57:25 2025 -> SOLVERINFO: Starting layer (relative index): 8
Mon Apr 28 09:57:25 2025 -> SOLVERINFO: Latitude Line Solver took 246 steps out of 1460 max allowed.
Mon Apr 28 09:57:25 2025 -> SOLVERINFO: Latitude Line Solver took 270 steps out of 1460 max allowed.
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Mon Apr 28 09:57:25 2025 -> SOLVERINFO: PercentComplete: 58.2
Mon Apr 28 09:57:25 2025 -> SOLVERINFO: Starting layer (relative index): 9
Mon Apr 28 09:57:25 2025 -> SOLVERINFO: Latitude Line Solver took 278 steps out of 1374 max allowed.
Mon Apr 28 09:57:25 2025 -> SOLVERINFO: Latitude Line Solver took 240 steps out of 1374 max allowed.
Mon Apr 28 09:57:25 2025 -> SOLVERINFO: Latitude Line Solver took 235 steps out of 1374 max allowed.
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Mon Apr 28 09:57:25 2025 -> SOLVERINFO: Latitude Line Solver took 267 steps out of 1374 max allowed.
Mon Apr 28 09:57:25 2025 -> SOLVERINFO: PercentComplete: 61
Mon Apr 28 09:57:25 2025 -> SOLVERINFO: Starting layer (relative index): 10
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Longitude Line Solver took 440 steps out of 4388 max allowed.
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: PercentComplete: 63.8
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Starting layer (relative index): 11
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Latitude Line Solver took 232 steps out of 1280 max allowed.
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Latitude Line Solver took 259 steps out of 1280 max allowed.
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Latitude Line Solver took 251 steps out of 1280 max allowed.
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Latitude Line Solver took 274 steps out of 1280 max allowed.
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Latitude Line Solver took 229 steps out of 1280 max allowed.
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Latitude Line Solver took 225 steps out of 1280 max allowed.
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: PercentComplete: 66.6
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Oracle for plane id 2 received seed of 1088350521
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Thread 0 gets seed: 1088350521
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Thread 1 gets seed: 1088350600
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Thread 2 gets seed: 1088350679
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Thread 3 gets seed: 1088350758
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Starting layer (relative index): 0
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Latitude Line Solver took 339 steps out of 1982 max allowed.
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Latitude Line Solver took 360 steps out of 1982 max allowed.
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Latitude Line Solver took 400 steps out of 1982 max allowed.
Mon Apr 28 09:57:26 2025 -> SOLVERINFO: Latitude Line Solver took 376 steps out of 1982 max allowed.
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 347 steps out of 1982 max allowed.
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: PercentComplete: 69.3
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Starting layer (relative index): 1
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 353 steps out of 1940 max allowed.
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 376 steps out of 1940 max allowed.
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 351 steps out of 1940 max allowed.
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Mon Apr 28 09:57:27 2025 -> SOLVERINFO: PercentComplete: 72.1
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Starting layer (relative index): 2
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 254 steps out of 1264 max allowed.
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 214 steps out of 1264 max allowed.
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 244 steps out of 1264 max allowed.
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 252 steps out of 1264 max allowed.
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 260 steps out of 1264 max allowed.
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 222 steps out of 1264 max allowed.
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Mon Apr 28 09:57:27 2025 -> SOLVERINFO: PercentComplete: 74.9
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Starting layer (relative index): 3
Mon Apr 28 09:57:27 2025 -> SOLVERINFO: Latitude Line Solver took 460 steps out of 4868 max allowed.
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Latitude Line Solver took 460 steps out of 4868 max allowed.
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: PercentComplete: 77.7
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Starting layer (relative index): 4
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Latitude Line Solver took 251 steps out of 1432 max allowed.
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Latitude Line Solver took 254 steps out of 1432 max allowed.
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Latitude Line Solver took 280 steps out of 1432 max allowed.
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Latitude Line Solver took 280 steps out of 1432 max allowed.
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Mon Apr 28 09:57:28 2025 -> SOLVERINFO: PercentComplete: 80.5
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Starting layer (relative index): 5
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Latitude Line Solver took 260 steps out of 1398 max allowed.
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Latitude Line Solver took 236 steps out of 1398 max allowed.
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Latitude Line Solver took 260 steps out of 1398 max allowed.
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Latitude Line Solver took 282 steps out of 1398 max allowed.
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Latitude Line Solver took 234 steps out of 1398 max allowed.
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Mon Apr 28 09:57:28 2025 -> SOLVERINFO: PercentComplete: 83.3
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Starting layer (relative index): 6
Mon Apr 28 09:57:28 2025 -> SOLVERINFO: Longitude Line Solver took 427 steps out of 4376 max allowed.
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Mon Apr 28 09:57:29 2025 -> SOLVERINFO: PercentComplete: 86
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Starting layer (relative index): 7
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 256 steps out of 1276 max allowed.
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 240 steps out of 1276 max allowed.
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Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 226 steps out of 1276 max allowed.
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 254 steps out of 1276 max allowed.
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 260 steps out of 1276 max allowed.
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: PercentComplete: 88.8
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Starting layer (relative index): 8
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 307 steps out of 1822 max allowed.
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 278 steps out of 1822 max allowed.
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 315 steps out of 1822 max allowed.
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 345 steps out of 1822 max allowed.
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: PercentComplete: 91.6
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Starting layer (relative index): 9
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 344 steps out of 2138 max allowed.
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 347 steps out of 2138 max allowed.
Mon Apr 28 09:57:29 2025 -> SOLVERINFO: Latitude Line Solver took 358 steps out of 2138 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Latitude Line Solver took 373 steps out of 2138 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: PercentComplete: 94.4
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Starting layer (relative index): 10
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Latitude Line Solver took 220 steps out of 1254 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Latitude Line Solver took 226 steps out of 1254 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Latitude Line Solver took 210 steps out of 1254 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Latitude Line Solver took 240 steps out of 1254 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Latitude Line Solver took 232 steps out of 1254 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Latitude Line Solver took 197 steps out of 1254 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Latitude Line Solver took 209 steps out of 1254 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: PercentComplete: 97.2
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Starting layer (relative index): 11
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Latitude Line Solver took 427 steps out of 3706 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: Latitude Line Solver took 442 steps out of 3706 max allowed.
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: PercentComplete: 100
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: SolverManager: = 10.686 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: XYPlaneMSSolver: = 2.484 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: I/O: = 0.197 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: MicroStructureLineSolver: = 2.255 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Init Latitude: = 0.000 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Init Longitude: = 0.004 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Line Terminator: = 0.027 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Prep Latitude Step Solver: = 0.000 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Prep Longitude Step Solver: = 0.017 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: SolidificationSolver: = 2.185 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Grain Boundary Identification: = 0.803 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Nucleation: = 0.794 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Variable Update: = 0.366 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Velocity: = 0.218 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: XZPlaneMSSolver: = 3.804 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: I/O: = 0.243 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: VerticalPlaneSolutionGenerator: = 3.562 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: MicroStructureLineSolver: = 3.502 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Init Latitude: = 0.007 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Init Longitude: = 0.000 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Line Terminator: = 0.070 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Prep Latitude Step Solver: = 0.039 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Prep Longitude Step Solver: = 0.003 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: SolidificationSolver: = 3.369 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Grain Boundary Identification: = 1.109 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Nucleation: = 1.375 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Variable Update: = 0.585 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Velocity: = 0.280 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: YZPlaneMSSolver: = 4.378 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: I/O: = 0.233 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: VerticalPlaneSolutionGenerator: = 4.145 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: MicroStructureLineSolver: = 4.093 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Init Latitude: = 0.008 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Init Longitude: = 0.000 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Line Terminator: = 0.083 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Prep Latitude Step Solver: = 0.042 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Prep Longitude Step Solver: = 0.005 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: SolidificationSolver: = 3.938 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Grain Boundary Identification: = 1.302 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Nucleation: = 1.596 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Variable Update: = 0.695 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: TIME: Velocity: = 0.324 s
Mon Apr 28 09:57:30 2025 -> SOLVERINFO: End Run
Mon Apr 28 09:57:30 2025 -> USERINFO: Microstructure Solver run completed
Mon Apr 28 09:57:31 2025 -> SOLVERINFO: License successfully returned.
Total running time of the script: (0 minutes 43.543 seconds)