PyDII: A python framework for computing equilibrium intrinsic point defect concentrations and extrinsic solute site preferences in intermetallic compounds
Point defects play an important role in determining the structural stability and mechanical behavior of intermetallic compounds. To help quantitatively understand the point defect properties in these compounds, we developed PyDII, a Python program that performs thermodynamic calculations of equilibr...
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          | Published in | Computer physics communications Vol. 193; no. C; pp. 118 - 123 | 
|---|---|
| Main Authors | , , , , , | 
| Format | Journal Article | 
| Language | English | 
| Published | 
        Netherlands
          Elsevier B.V
    
        01.08.2015
     Elsevier  | 
| Subjects | |
| Online Access | Get full text | 
| ISSN | 0010-4655 1879-2944 1879-2944  | 
| DOI | 10.1016/j.cpc.2015.03.015 | 
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| Abstract | Point defects play an important role in determining the structural stability and mechanical behavior of intermetallic compounds. To help quantitatively understand the point defect properties in these compounds, we developed PyDII, a Python program that performs thermodynamic calculations of equilibrium intrinsic point defect concentrations and extrinsic solute site preferences in intermetallics. The algorithm implemented in PyDII is built upon a dilute-solution thermodynamic formalism with a set of defect excitation energies calculated from first-principles density-functional theory methods. The analysis module in PyDII enables automated calculations of equilibrium intrinsic antisite and vacancy concentrations as a function of composition and temperature (over ranges where the dilute solution formalism is accurate) and the point defect concentration changes arising from addition of an extrinsic substitutional solute species. To demonstrate the applications of PyDII, we provide examples for intrinsic point defect concentrations in NiAl and Al3 V and site preferences for Ti, Mo and Fe solutes in NiAl.
Program title: PyDII
Catalogue identifier: AEWI_v1_0
Program summary URL:http://cpc.cs.qub.ac.uk/summaries/AEWI_v1_0.html
Program obtainable from: CPC Program Library, Queen’s University, Belfast, N. Ireland
Licensing provisions: MIT License
No. of lines in distributed program, including test data, etc.: 6123
No. of bytes in distributed program, including test data, etc.: 40988
Distribution format: tar.gz
Programming language: Python.
Computer: Any computer with a Python interpreter.
Operating system: Any which enable Python.
RAM: Problem dependent
Classification: 7.1.
External routines: NumPy [1], Sympy [2], and Pymatgen [3].
Nature of problem:
Equilibrium intrinsic point defect concentrations and solute site preferences in intermetallic compounds.
Solution method:
Intrinsic point defect properties and solute site preference as a function of composition and temperature are computed within the grand-canonical, dilute-solution thermodynamic formalism developed by Woodward et al., Phys. Rev. B 63 (2001) 094103.
Restrictions:
The current version of PyDII supports generating inputs and parsing outputs for density functional calculations implemented in VASP. Defect energetics obtained from other computational methods or software can also be used to compute the defect properties by preparing the input in a format consistent with that of the JSON files provided in the example folder.
Additional comments: This article describes version 1.0.0.
Running time: Problem dependent
References:[1]Numpy Developers, http://numpy.org/.[2]Sympy Development Team, http://sympy.org/.[3]S.P. Ong, W.D. Richards, A. Jain, G. Hautier, M. Kocher, S. Cholia, D. Gunter, V.L. Chevrier, K.A. Persson, G. Ceder, Python Materials Genomics (pymatgen): A Robust, Open-Source Python Library for Materials Analysis, Computational Materials Science 68 (2013) 314–319. | 
    
|---|---|
| AbstractList | Point defects play an important role in determining the structural stability and mechanical behavior of intermetallic compounds. To help quantitatively understand the point defect properties in these compounds, we developed PyDII, a Python program that performs thermodynamic calculations of equilibrium intrinsic point defect concentrations and extrinsic solute site preferences in intermetallics. The algorithm implemented in PyDII is built upon a dilute-solution thermodynamic formalism with a set of defect excitation energies calculated from first-principles density-functional theory methods. The analysis module in PyDII enables automated calculations of equilibrium intrinsic antisite and vacancy concentrations as a function of composition and temperature (over ranges where the dilute solution formalism is accurate) and the point defect concentration changes arising from addition of an extrinsic substitutional solute species. To demonstrate the applications of PyDII, we provide examples for intrinsic point defect concentrations in NiAl and Al3 V and site preferences for Ti, Mo and Fe solutes in NiAl.
Program title: PyDII
Catalogue identifier: AEWI_v1_0
Program summary URL:http://cpc.cs.qub.ac.uk/summaries/AEWI_v1_0.html
Program obtainable from: CPC Program Library, Queen’s University, Belfast, N. Ireland
Licensing provisions: MIT License
No. of lines in distributed program, including test data, etc.: 6123
No. of bytes in distributed program, including test data, etc.: 40988
Distribution format: tar.gz
Programming language: Python.
Computer: Any computer with a Python interpreter.
Operating system: Any which enable Python.
RAM: Problem dependent
Classification: 7.1.
External routines: NumPy [1], Sympy [2], and Pymatgen [3].
Nature of problem:
Equilibrium intrinsic point defect concentrations and solute site preferences in intermetallic compounds.
Solution method:
Intrinsic point defect properties and solute site preference as a function of composition and temperature are computed within the grand-canonical, dilute-solution thermodynamic formalism developed by Woodward et al., Phys. Rev. B 63 (2001) 094103.
Restrictions:
The current version of PyDII supports generating inputs and parsing outputs for density functional calculations implemented in VASP. Defect energetics obtained from other computational methods or software can also be used to compute the defect properties by preparing the input in a format consistent with that of the JSON files provided in the example folder.
Additional comments: This article describes version 1.0.0.
Running time: Problem dependent
References:[1]Numpy Developers, http://numpy.org/.[2]Sympy Development Team, http://sympy.org/.[3]S.P. Ong, W.D. Richards, A. Jain, G. Hautier, M. Kocher, S. Cholia, D. Gunter, V.L. Chevrier, K.A. Persson, G. Ceder, Python Materials Genomics (pymatgen): A Robust, Open-Source Python Library for Materials Analysis, Computational Materials Science 68 (2013) 314–319. Point defects play an important role in determining the structural stability and mechanical behavior of intermetallic compounds. To help quantitatively understand the point defect properties in these compounds, we developed PyDII, a Python program that performs thermodynamic calculations of equilibrium intrinsic point defect concentrations and extrinsic solute site preferences in intermetallics. The algorithm implemented in PyDII is built upon a dilute-solution thermodynamic formalism with a set of defect excitation energies calculated from first-principles density-functional theory methods. The analysis module in PyDII enables automated calculations of equilibrium intrinsic antisite and vacancy concentrations as a function of composition and temperature (over ranges where the dilute solution formalism is accurate) and the point defect concentration changes arising from addition of an extrinsic substitutional solute species. To demonstrate the applications of PyDII, we provide examples for intrinsic point defect concentrations in NiAl and Al3 V and site preferences for Ti, Mo and Fe solutes in NiAl. Program summary Program title: PyDII Catalogue identifier: AEWI_v1_0 Program summary URL: http://cpc.cs.qub.ac.uk/summaries/AEWI_v1_0.html Program obtainable from: CPC Program Library, Queen's University, Belfast, N. Ireland Licensing provisions: MIT License No. of lines in distributed program, including test data, etc.: 6123 No. of bytes in distributed program, including test data, etc.: 40988 Distribution format: tar.gz Programming language: Python. Computer: Any computer with a Python interpreter. Operating system: Any which enable Python. RAM: Problem dependent Classification: 7.1. External routines: NumPy [1], Sympy [2], and Pymatgen [3]. Nature of problem: Equilibrium intrinsic point defect concentrations and solute site preferences in intermetallic compounds. Solution method: Intrinsic point defect properties and solute site preference as a function of composition and temperature are computed within the grand-canonical, dilute-solution thermodynamic formalism developed by Woodward et al., Phys. Rev. B 63 (2001) 094103. Restrictions: The current version of PyDII supports generating inputs and parsing outputs for density functional calculations implemented in VASP. Defect energetics obtained from other computational methods or software can also be used to compute the defect properties by preparing the input in a format consistent with that of the JSON files provided in the example folder. Additional comments: This article describes version 1.0.0. Running time: Problem dependent References: Numpy Developers, http://numpy.org/. Sympy Development Team, http://sympy.org/. S.P. Ong, W.D. Richards, A. Jain, G. Hautier, M. Kocher, S. Cholia, D. Gunter, V.L. Chevrier, K.A. Persson, G. Ceder, Python Materials Genomics (pymatgen): A Robust, Open-Source Python Library for Materials Analysis, Computational Materials Science 68 (2013) 314-319.  | 
    
| Author | Chen, Wei Ding, Hong Medasani, Bharat Persson, Kristin A. Asta, Mark Haranczyk, Maciej  | 
    
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| Cites_doi | 10.1016/j.intermet.2006.01.064 10.1016/j.commatsci.2012.10.028 10.1103/PhysRevB.49.14251 10.1016/j.ultramic.2004.05.006 10.1016/S0966-9795(00)00005-4 10.1016/j.intermet.2008.11.007 10.1103/PhysRevB.47.558 10.1016/S0966-9795(00)00077-7 10.1063/1.4812323 10.1016/j.actamat.2014.01.025 10.1103/PhysRevB.63.094103 10.1016/j.commatsci.2015.01.018 10.1103/PhysRevB.65.224114 10.1103/PhysRevB.61.6003 10.1016/j.actamat.2007.04.049  | 
    
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| SubjectTerms | Computation Concentration (composition) Extrinsic solute site preference Intermetallic compound Intermetallic compounds Intermetallics Intrinsic point defect Mathematical analysis Mathematical models Nickel aluminides Point defects Python  | 
    
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| Title | PyDII: A python framework for computing equilibrium intrinsic point defect concentrations and extrinsic solute site preferences in intermetallic compounds | 
    
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