Broadly Accessible Self-Consistent Field Theory for Block Polymer Materials Discovery

被引:168
|
作者
Arora, Akash [1 ]
Qin, Jian [2 ]
Morse, David C. [1 ]
Delaney, Kris T. [3 ,4 ]
Fredrickson, Glenn H. [3 ,4 ]
Bates, Frank S. [1 ]
Dorfman, Kevin D. [1 ]
机构
[1] Univ Minnesota, Dept Chem Engn & Mat Sci, 421 Washington Ave SE, Minneapolis, MN 55455 USA
[2] Stanford Univ, Dept Chem Engn, Stanford, CA 94305 USA
[3] Univ Calif Santa Barbara, Dept Chem Engn, Santa Barbara, CA 93106 USA
[4] Univ Calif Santa Barbara, Mat Res Lab, Santa Barbara, CA 93106 USA
基金
美国国家科学基金会;
关键词
ORDERED PHASES; DIBLOCK COPOLYMERS; THEORY SIMULATIONS; CONVERGENCE; STABILITY; ALGORITHM; NETWORK; SCFT;
D O I
10.1021/acs.macromol.6b00107
中图分类号
O63 [高分子化学(高聚物)];
学科分类号
070305 ; 080501 ; 081704 ;
摘要
Self-consistent field theory (SCFT) is a powerful tool for the design and interpretation of experiments on block polymer materials. In this Perspective, we lower the barrier to entry to the use of SCFT by experimental groups by two means. First, we present a pedagogical introduction to an improved version of the open-source Polymer Self-Consistent Field (PSCF) software package and of the underlying theory. Second, we discuss methods for generating robust initial guesses for the fields that are computed in SCFT. To demonstrate our approach, we present two case studies in which a typical desktop computer has been used to simulate the structure of (i) body-centered cubic, face-centered cubic, A15, and Frank-Kasper a sphere forming phases of a diblock copolymer melt and (ii) two core shell morphologies of ABAC tetrablock terpolymers. A companion Web site provides all of the relevant software and detailed instructions for reproducing all results contained herein.
引用
收藏
页码:4675 / 4690
页数:16
相关论文
共 50 条
  • [1] Gaming self-consistent field theory: Generative block polymer phase discovery
    Chen, Pengyu
    Dorfman, Kevin D.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2023, 120 (45)
  • [2] Automated chain architecture screening for discovery of block copolymer assembly with graph enhanced self-consistent field theory
    Zhang, Yuchen
    Huang, Weiling
    Liu, Yi-Xin
    COMMUNICATIONS MATERIALS, 2024, 5 (01)
  • [3] Open-source code for self-consistent field theory calculations of block polymer phase behavior on graphics processing units
    Cheong, Guo Kang
    Chawla, Anshul
    Morse, David C.
    Dorfman, Kevin D.
    EUROPEAN PHYSICAL JOURNAL E, 2020, 43 (02)
  • [4] Nonequilibrium Molecular Conformations in Polymer Self-Consistent Field Theory
    Mueller, Marcus
    Sollich, Peter
    Sun, De-Wen
    MACROMOLECULES, 2020, 53 (23) : 10457 - 10474
  • [5] Numerical self-consistent field theory of multicomponent polymer blends in the Gibbs ensemble
    Mester, Zoltan
    Lynd, Nathaniel A.
    Fredrickson, Glenn H.
    SOFT MATTER, 2013, 9 (47) : 11288 - 11294
  • [6] Numerical algorithms for solving self-consistent field theory reversely for block copolymer systems
    Sun, De-Wen
    Mueller, Marcus
    JOURNAL OF CHEMICAL PHYSICS, 2018, 149 (21)
  • [7] An adaptive virtual element method for the polymeric self-consistent field theory
    Wei, Huayi
    Wang, Xin
    Chen, Chunyu
    Jiang, Kai
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2023, 141 : 242 - 254
  • [8] Accelerating self-consistent field theory of block polymers in a variable unit cell
    Arora, Akash
    Morse, David C.
    Bates, Frank S.
    Dorfman, Kevin D.
    JOURNAL OF CHEMICAL PHYSICS, 2017, 146 (24)
  • [9] Efficient order-adaptive methods for polymer self-consistent field theory
    Ceniceros, Hector D.
    JOURNAL OF COMPUTATIONAL PHYSICS, 2019, 386 : 9 - 21
  • [10] A finite element approach to self-consistent field theory calculations of multiblock polymers
    Ackerman, David M.
    Delaney, Kris
    Fredrickson, Glenn H.
    Ganapathysubramanian, Baskar
    JOURNAL OF COMPUTATIONAL PHYSICS, 2017, 331 : 280 - 296