Multiscale Computational Approaches toward the Understanding of Materials

被引:5
|
作者
Bordonhos, Marta [1 ,2 ]
Galvao, Tiago L. P. [3 ]
Gomes, Jose R. B. [1 ]
Gouveia, Jose D. [1 ]
Jorge, Miguel [4 ]
Lourenco, Mirtha A. O. [1 ]
Pereira, Jose M. [1 ]
Perez-Sanchez, German [1 ]
Pinto, Moises L. [2 ]
Silva, Carlos M. [1 ]
Tedim, Joao [3 ]
Zezere, Bruno [1 ]
机构
[1] Univ Aveiro, CICECO Aveiro Inst Mat, Dept Chem, Campus Univ Santiago, P-3810193 Aveiro, Portugal
[2] Univ Lisbon, Inst Super Tecn, Dept Chem Engn, CERENA, Ave Rovisco Pais 1, P-1049001 Lisbon, Portugal
[3] Univ Aveiro, CICECO Aveiro Inst Mat, Dept Mat & Ceram Engn, Campus Univ Santiago, P-3810193 Aveiro, Portugal
[4] Univ Strathclyde, Dept Chem & Proc Engn, 75 Montrose St, Glasgow G1 1XJ, Lanark, Scotland
关键词
corrosion protection; density functional theory; gas adsorption; separation; heterogeneous catalysis; machine learning; molecular dynamics; LAYERED DOUBLE HYDROXIDES; METAL-ORGANIC FRAMEWORKS; CROSS-LINKED EPOXY; HYDROTALCITE-LIKE COMPOUNDS; MONTE-CARLO-SIMULATION; STRUCTURE-PROPERTY RELATIONSHIPS; MOLECULAR-DYNAMICS SIMULATIONS; COARSE-GRAINED MODEL; MESOPOROUS SILICA; FORCE-FIELD;
D O I
10.1002/adts.202200628
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Herewith, an overview of the group's collaborative research efforts on the development and deployment of computational approaches to understand materials and tools at different length and time scales is presented. The techniques employed range from quantum mechanical approaches based on the density functional theory to classical atomistic and coarse-grained force field methods, targeting molecular systems composed of a few to several million atoms at different levels of detail. These new tools and molecular models are presented to the computational materials science community so they can be used in more realistic molecular modelling studies of the properties of materials and their dependence on subtle modifications of their structures. The review concludes by presenting a selection of recent computational case-studies oriented toward the understanding of the synthesis of materials, the interpretation of unexpected experimental results, the prediction of material properties, and the materials selection based on their characteristics for applications in areas such as gas adsorption/separation, corrosion protection, and catalysis.
引用
收藏
页数:24
相关论文
共 50 条
  • [1] Multiscale computational understanding and growth of 2D materials: a review
    Kasra Momeni
    Yanzhou Ji
    Yuanxi Wang
    Shiddartha Paul
    Sara Neshani
    Dundar E. Yilmaz
    Yun Kyung Shin
    Difan Zhang
    Jin-Wu Jiang
    Harold S. Park
    Susan Sinnott
    Adri van Duin
    Vincent Crespi
    Long-Qing Chen
    npj Computational Materials, 6
  • [2] Multiscale computational understanding and growth of 2D materials: a review
    Momeni, Kasra
    Ji, Yanzhou
    Wang, Yuanxi
    Paul, Shiddartha
    Neshani, Sara
    Yilmaz, Dundar E.
    Shin, Yun Kyung
    Zhang, Difan
    Jiang, Jin-Wu
    Park, Harold S.
    Sinnott, Susan
    van Duin, Adri
    Crespi, Vincent
    Chen, Long-Qing
    NPJ COMPUTATIONAL MATERIALS, 2020, 6 (01)
  • [3] Computational Multiscale Solvers for Continuum Approaches
    Montero-Chacon, Francisco
    Sanz-Herrera, Jose A.
    Doblare, Manuel
    MATERIALS, 2019, 12 (05):
  • [4] Toward the Computational Design of Artificial Metalloenzymes: From Protein-Ligand Docking to Multiscale Approaches
    Munoz Robles, Victor
    Ortega-Carrasco, Elisabeth
    Alonso-Cotchico, Lur
    Rodriguez-Guerra, Jaime
    Lledos, Agusti
    Marechal, Jean-Didier
    ACS CATALYSIS, 2015, 5 (04): : 2469 - 2480
  • [5] Computational multiscale methods for granular materials
    Xikui Li
    Yuanbo Liang
    Youyao Du
    Ke Wan
    Qinglin Duan
    Theoretical & Applied Mechanics Letters, 2013, 3 (01) : 1 - 10
  • [6] Computational multiscale methods for granular materials
    Li, Xikui
    Liang, Yuanbo
    Du, Youyao
    Wan, Ke
    Duan, Qinglin
    THEORETICAL AND APPLIED MECHANICS LETTERS, 2013, 3 (01) : 011001
  • [7] COMPUTATIONAL APPROACHES TO IMAGE UNDERSTANDING
    BRADY, M
    COMPUTING SURVEYS, 1982, 14 (01) : 3 - 71
  • [8] Toward a Multiscale Approach for Computational Atmospheric Modeling
    Alam, Jahrul M.
    MONTHLY WEATHER REVIEW, 2011, 139 (12) : 3906 - 3922
  • [9] Editorial: Multiscale computational approaches in infectious diseases
    Hernandez-Vargas, Esteban A.
    Velasco-Hernandez, Jorge X.
    Bruder, Dunja
    FRONTIERS IN MICROBIOLOGY, 2022, 13
  • [10] Atomic-scale understanding of oxidation mechanisms of materials by computational approaches: A review
    Zhang, Xingfan
    Zheng, Peiru
    Ma, Yingjie
    Jiang, Yanyan
    Li, Hui
    MATERIALS & DESIGN, 2022, 217