Multiscale Computational Approaches toward the Understanding of Materials

被引:8
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.
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页数:24
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