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@@ -11,6 +11,24 @@ In this study, we present the Crystal Generative framework based on the Wyckoff
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  All templates with 3-4 asymmetric units generated in our work are available as open-source resources on the datasets CGWGAN.
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  ## Contact Information:
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  Mr. SU Tianhao
 
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  All templates with 3-4 asymmetric units generated in our work are available as open-source resources on the datasets CGWGAN.
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+ ## Python Implementation
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+
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+ ```
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+ from ase.db import connect
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+
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+ database = connect('open.db')
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+ entry_id = 1 # the crystal index
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+ atoms = database.get_atoms(id=_id)
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+
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+ # chemical symbols
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+ symbols = atoms.get_chemical_symbols()
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+ # volume
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+ latt_vol = atoms.get_volume()
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+ # fractional positions
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+ positions = atoms.get_scaled_positions()
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+ # etc ...
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+ ```
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+
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  ## Contact Information:
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  Mr. SU Tianhao