Advanced modeling of materials with PAOFLOW 2.0: New features and software design

被引:30
作者
Cerasoli, Frank T. [1 ,2 ]
Supka, Andrew R. [3 ,4 ]
Jayaraj, Anooja [1 ,2 ]
Costa, Marcio [5 ]
Siloi, Ilaria [6 ]
Slawinska, Jagoda [7 ]
Curtarolo, Stefano [8 ]
Fornari, Marco [3 ,4 ,8 ]
Ceresoli, Davide [9 ]
Nardelli, Marco Buongiorno [1 ,2 ,8 ]
机构
[1] Univ North Texas, Dept Phys, Denton, TX 76203 USA
[2] Univ North Texas, Dept Chem, Denton, TX 76203 USA
[3] Cent Michigan Univ, Dept Phys, Mt Pleasant, MI 48859 USA
[4] Cent Michigan Univ, Sci Adv Mat Program, Mt Pleasant, MI 48859 USA
[5] Fluminense Fed Univ, Dept Phys, BR-24210346 Niteroi, RJ, Brazil
[6] Univ Southern Calif, Dept Phys & Astron, Los Angeles, CA 90089 USA
[7] Univ Groningen, Zernike Inst Adv Mat, Nijenborgh 4, NL-9747 AG Groningen, Netherlands
[8] Duke Univ, Ctr Mat Genom, Durham, NC 27708 USA
[9] CNR, Ist Sci & Tecnol Chim G Natta CNR SCITEC, I-20133 Milan, Italy
关键词
DFT; Electronic structure; Ab initio tight-binding; High-throughput calculations;
D O I
10.1016/j.commatsci.2021.110828
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Recent research in materials science opens exciting perspectives to design novel quantum materials and devices, but it calls for quantitative predictions of properties which are not accessible in standard first principles packages. PAOFLOW, is a software tool that constructs tight-binding Hamiltonians from self consistent electronic wavefunctions by projecting onto a set of atomic orbitals. The electronic structure provides numerous materials properties that otherwise would have to be calculated via phenomenological models. In this paper, we describe recent re-design of the code as well as the new features and improvements in performance. In particular, we have implemented symmetry operations for unfolding equivalent k-points, which drastically reduces the runtime requirements of first principles calculations, and we have provided internal routines of projections onto atomic orbitals enabling generation of real space atomic orbitals. Moreover, we have included models for non-constant relaxation time in electronic transport calculations, doubling the real space dimensions of the Hamiltonian as well as the construction of Hamiltonians directly from analytical models. Importantly, PAOFLOW has been now converted into a Python package, and is streamlined for use directly within other Python codes. The new object oriented design treats PAOFLOW's computational routines as class methods, providing an API for explicit control of each calculation.
引用
收藏
页数:12
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