求解声子和电子玻尔兹曼输运方程的高性能框架

IF 2.9 4区 物理与天体物理 Q2 OPTICS
Andrea Cepellotti, J. Coulter, A. Johansson, N. Fedorova, B. Kozinsky
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引用次数: 13

摘要

了解材料的电和热传输特性对电子、传感器和能量转换设备的设计至关重要。计算模型可以准确地预测材料的性质,但为了保证可靠性,需要准确地描述电子和声子的状态及其相互作用。虽然第一性原理方法能够描述每个载流子的能谱,但使用它们来计算输运性质仍然是一项艰巨的任务,既需要计算量又需要内存,需要集成精细的微观散射细节来估计宏观输运性质。为了解决这一挑战,我们提出了phoebe -一个新开发的软件包,其中包括电子-声子,声子-声子,边界和同位素散射在计算材料的电和热输运性质中的影响,使用各种可用的方法和近似。这个开源的c++代码将MPI-OpenMP混合并行化与GPU加速和分布式内存结构相结合,以管理计算成本,使Phoebe能够有效地利用当代计算基础设施。我们证明Phoebe准确有效地预测了大范围的输运性质,为复杂晶体的加速计算分析开辟了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Phoebe: a high-performance framework for solving phonon and electron Boltzmann transport equations
Understanding the electrical and thermal transport properties of materials is critical to the design of electronics, sensors, and energy conversion devices. Computational modeling can accurately predict material properties but, in order to be reliable, requires accurate descriptions of electron and phonon states and their interactions. While first-principles methods are capable of describing the energy spectrum of each carrier, using them to compute transport properties is still a formidable task, both computationally demanding and memory intensive, requiring integration of fine microscopic scattering details for estimation of macroscopic transport properties. To address this challenge, we present Phoebe—a newly developed software package that includes the effects of electron–phonon, phonon–phonon, boundary, and isotope scattering in computations of electrical and thermal transport properties of materials with a variety of available methods and approximations. This open source C++ code combines MPI-OpenMP hybrid parallelization with GPU acceleration and distributed memory structures to manage computational cost, allowing Phoebe to effectively take advantage of contemporary computing infrastructures. We demonstrate that Phoebe accurately and efficiently predicts a wide range of transport properties, opening avenues for accelerated computational analysis of complex crystals.
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来源期刊
CiteScore
3.00
自引率
48.10%
发文量
53
审稿时长
3 months
期刊介绍: This journal is devoted to the rapidly advancing research and development in the field of nonlinear interactions of light with matter. Topics of interest include, but are not limited to, nonlinear optical materials, metamaterials and plasmonics, nano-photonic structures, stimulated scatterings, harmonic generations, wave mixing, real time holography, guided waves and solitons, bistabilities, instabilities and nonlinear dynamics, and their applications in laser and coherent lightwave amplification, guiding, switching, modulation, communication and information processing. Original papers, comprehensive reviews and rapid communications reporting original theories and observations are sought for in these and related areas. This journal will also publish proceedings of important international meetings and workshops. It is intended for graduate students, scientists and researchers in academic, industrial and government research institutions.
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