Download data/scripts/example_transient_diffusion.py from introvoyz042/OpenPNM: direct link, hf CLI and curl.
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https://huggingface.co/datasets/introvoyz042/OpenPNM/resolve/main/data/scripts/example_transient_diffusion.py
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hf download hf://datasets/introvoyz042/OpenPNM/data/scripts/example_transient_diffusion.py
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curl -L -o example_transient_diffusion.py https://huggingface.co/datasets/introvoyz042/OpenPNM/resolve/main/data/scripts/example_transient_diffusion.py
1.07 kB
| import openpnm as op | |
| import numpy as np | |
| # Workspace and project | |
| ws = op.Workspace() | |
| proj = ws.new_project() | |
| # Network | |
| np.random.seed(7) | |
| net = op.network.Cubic(shape=[51, 19, 1], spacing=1e-4, project=proj) | |
| # Geometry | |
| geo = op.geometry.SpheresAndCylinders(network=net, pores=net.Ps, throats=net.Ts) | |
| # Phase | |
| phase = op.phase.Water(network=net) | |
| # Physics | |
| phys = op.physics.GenericPhysics(network=net, phase=phase, geometry=geo) | |
| phase['pore.diffusivity'] = 2e-09 | |
| phase['throat.diffusivity'] = 2e-09 | |
| mod = op.models.physics.diffusive_conductance.ordinary_diffusion | |
| phys.add_model(propname='throat.diffusive_conductance', | |
| model=mod, regen_mode='normal') | |
| # Algorithms: Fickian diffusion | |
| fd = op.algorithms.TransientFickianDiffusion(network=net, phase=phase) | |
| fd.set_value_BC(pores=net.pores('front'), values=0.5) | |
| fd.set_value_BC(pores=net.pores('back'), values=0.1) | |
| fd.run(x0=0, tspan=(0, 100), saveat=10) | |
| phase.update(fd.results()) | |
| # Output results to a vtk file | |
| phase.update(fd.results()) | |
| proj.export_data(phases=[phase], filename='out', filetype='xdmf') | |