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Wang R, Xia C, Peng B. Fundamental Understanding and Catalytic Applications of Hollow MFI-type Zeolites. Catal Today 2022. [DOI: 10.1016/j.cattod.2022.06.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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Shen B, Chen X, Fan X, Xiong H, Wang H, Qian W, Wang Y, Wei F. Resolving atomic SAPO-34/18 intergrowth architectures for methanol conversion by identifying light atoms and bonds. Nat Commun 2021; 12:2212. [PMID: 33850118 PMCID: PMC8044160 DOI: 10.1038/s41467-021-22438-z] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 03/01/2021] [Indexed: 02/02/2023] Open
Abstract
The micro-structures of catalyst materials basically affect their macro-architectures and catalytic performances. Atomically resolving the micro-structures of zeolite catalysts, which have been widely used in the methanol conversion, will bring us a deeper insight into their structure-property correlations. However, it is still challenging for the atomic imaging of silicoaluminophosphate zeolites by electron microscopy due to the limits of their electron beam sensitivity. Here, we achieve the real-space imaging of the atomic lattices in SAPO-34 and SAPO-18 zeolites, including the Al-O-P atoms and bonds, by the integrated differential phase contrast scanning transmission electron microscopy (iDPC-STEM). The spatial distribution of SAPO-34 and SAPO-18 domains in SAPO-34/18 intergrowths can be clearly resolved. By changing the Si contents and templates in feed, we obtain two SAPO-34/18 catalysts, hierarchical and sandwich catalysts, with highly-mixed and separated SAPO-34 and SAPO-18 lattices respectively. The reduced diffusion distances of inside products greatly improve the catalytic performances of two catalysts in methanol conversion. Based on the observed distributions of lattices and elements in these catalysts, we can have a preliminary understanding on the correlation between the synthesis conditions and structures of SAPO-34/18 intergrowth catalysts to further modify their performances based on unique architectures.
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Affiliation(s)
- Boyuan Shen
- grid.12527.330000 0001 0662 3178Beijing Key Laboratory of Green Chemical Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Xiao Chen
- grid.12527.330000 0001 0662 3178Beijing Key Laboratory of Green Chemical Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Xiaoyu Fan
- grid.12527.330000 0001 0662 3178Beijing Key Laboratory of Green Chemical Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Hao Xiong
- grid.12527.330000 0001 0662 3178Beijing Key Laboratory of Green Chemical Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Huiqiu Wang
- grid.12527.330000 0001 0662 3178Beijing Key Laboratory of Green Chemical Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Weizhong Qian
- grid.12527.330000 0001 0662 3178Beijing Key Laboratory of Green Chemical Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Yao Wang
- grid.12527.330000 0001 0662 3178Beijing Key Laboratory of Green Chemical Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Fei Wei
- grid.12527.330000 0001 0662 3178Beijing Key Laboratory of Green Chemical Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
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Cai D, Xiong H, Zhang C, Wei F. Transport Phenomena in Zeolites in View of Graph Theory and Pseudo-Phase Transition. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2020; 16:e1901979. [PMID: 31468658 DOI: 10.1002/smll.201901979] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Revised: 07/16/2019] [Indexed: 06/10/2023]
Abstract
Transport phenomena play an essential role in catalysis. While zeolite catalysis is widely applied in industrial chemical processes, its efficiency is often limited by the transport rate in the micropores of the zeolite. Experimental and theoretical methods are useful for understanding the transport phenomena on multiscale levels. Traditional diffusion models usually use a linear driving force and an isotropic continuum medium, such that transport in a hierarchical catalyst structure and the occurrence of nonlinear deactivation cannot be well understood. Due to the presence of spatial confinement and an ordered structure, some aspects of the transport in a zeolite cannot be regarded as continuum phenomena and discrete models are being developed to explain these. Graph theory and small-world networks are powerful tools that have allowed pseudo-phase transition phenomena and other nontrivial relationships to be clearly revealed. Discrete models that include graph theory can build a bridge between microscopic quantum physics and macroscopic catalyst engineering in both the space and time scales. For a fuller understanding of transport phenomena in diverse fields, several theoretical methods need to be combined for a comprehensive multiscale analysis.
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Affiliation(s)
- Dali Cai
- Beijing Key Laboratory of Green Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Hao Xiong
- Beijing Key Laboratory of Green Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Chenxi Zhang
- Beijing Key Laboratory of Green Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
| | - Fei Wei
- Beijing Key Laboratory of Green Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China
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Dang S, Li S, Yang C, Chen X, Li X, Zhong L, Gao P, Sun Y. Selective Transformation of CO 2 and H 2 into Lower Olefins over In 2 O 3 -ZnZrO x /SAPO-34 Bifunctional Catalysts. CHEMSUSCHEM 2019; 12:3582-3591. [PMID: 31197936 DOI: 10.1002/cssc.201900958] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 06/13/2019] [Indexed: 05/23/2023]
Abstract
Because lower olefins (C2 = -C4 = ) are important bulk petrochemicals, their direct production from CO2 hydrogenation is highly attractive. However, the selectivity towards C2 = -C4 = by the modified Fischer-Tropsch synthesis is restricted to 56.7 % with high undesired methane selectivity. Here, a series of bifunctional catalysts containing In2 O3 -ZnZrOx oxides and various SAPO-34 zeolites with different crystal sizes (0.4-1.5 μm) and pore structures was developed for the production of lower olefins by CO2 hydrogenation. The C2 = -C4 = selectivity reached as high as 85 % among all hydrocarbons with very low CH4 selectivity of only 1 % at a CO2 conversion of 17 %. This demonstrated that the small crystal size, hierarchical pore structure, and appropriate amount of Brønsted acid sites of SAPO-34 endowed the bifunctional catalysts with high C2 = -C4 = selectivity. This work shows an efficient way for developing bifunctional catalysts for direct CO2 hydrogenation to lower olefins.
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Affiliation(s)
- Shanshan Dang
- CAS Key Laboratory of Low-Carbon Conversion Science and Engineering, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, 201203, P. R. China
- University of Chinese Academy of Sciences, Beijing, 100049, P. R. China
| | - Shenggang Li
- CAS Key Laboratory of Low-Carbon Conversion Science and Engineering, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, 201203, P. R. China
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201203, P. R. China
- Dalian National Laboratory for Clean Energy, Dalian, 116023, P. R. China
| | - Chengguang Yang
- CAS Key Laboratory of Low-Carbon Conversion Science and Engineering, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, 201203, P. R. China
| | - Xinqing Chen
- CAS Key Laboratory of Low-Carbon Conversion Science and Engineering, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, 201203, P. R. China
| | - Xiaopeng Li
- CAS Key Laboratory of Low-Carbon Conversion Science and Engineering, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, 201203, P. R. China
| | - Liangshu Zhong
- CAS Key Laboratory of Low-Carbon Conversion Science and Engineering, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, 201203, P. R. China
- Dalian National Laboratory for Clean Energy, Dalian, 116023, P. R. China
| | - Peng Gao
- CAS Key Laboratory of Low-Carbon Conversion Science and Engineering, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, 201203, P. R. China
- Dalian National Laboratory for Clean Energy, Dalian, 116023, P. R. China
| | - Yuhan Sun
- CAS Key Laboratory of Low-Carbon Conversion Science and Engineering, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, 201203, P. R. China
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201203, P. R. China
- Dalian National Laboratory for Clean Energy, Dalian, 116023, P. R. China
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Cai D, Wang N, Chen X, Ma Y, Hou Y, Li X, Zhang C, Chen Z, Song W, Arslan MT, Li Y, Wang Y, Qian W, Wei F. Highly selective conversion of methanol to propylene: design of an MFI zeolite with selective blockage of (010) surfaces. NANOSCALE 2019; 11:8096-8101. [PMID: 30976771 DOI: 10.1039/c8nr10371b] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
As an important catalyst of methanol-to-propylene (MTP) conversion, the ZSM-5 zeolite has an anisotropic diffusion path and a large pore size, resulting in the formation of undesirable heavy aromatic by-products. Herein, we developed a surface-specific silica deposition method to block straight channels of nanosized ZSM-5 crystals selectively. By such a coating method, we can selectively suppress the yield of aromatics from the original 13% to 2.4% at 100% conversion of methanol. Trapped hydrocarbon pool species are directly confirmed by aberration-corrected S/TEM for the first time. Such a method of trapping and restricting hydrocarbon pool species in a multiscale zeolite with 10-membered rings would significantly increase its catalytic efficiency and olefin diffusion. Moreover, this provides new methodologies for zeolite structure construction and will be greatly beneficial for the industrial MTP process.
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Affiliation(s)
- Dali Cai
- Beijing Key Laboratory of Green Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, Beijing, China.
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Performance Enhanced SAPO-34 Catalyst for Methanol to Olefins: Template Synthesis Using a CO2-Based Polyurea. Catalysts 2018. [DOI: 10.3390/catal9010016] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Introducing mesopores into the channels and cages of conventional micropores CHA (Chabazite) topological structure SAPO-34 molecular sieves can effectively improve mass transport, retard coke deposition rate and enhance the catalytic performance for methanol to olefins (MTO) reaction, especially lifetime and olefins selectivity. In order to overcome the intrinsic diffusion limitation, a novel CO2-based polyurea copolymer with affluent amine group, ether segment and carbonyl group has been firstly applied to the synthesis of SAPO-34 zeolite under hydrothermal conditions. The as-synthesized micro-mesoporosity SAPO-34 molecular sieve catalysts show heterogeneous size distribution mesopores and exhibit slightly decrease of BET surface area due to the formation of defects and voids. Meanwhile, the catalysts exhibit superior catalytic performance in the MTO reaction with more than twice prolonged catalytic lifespan and improvement of selectivity for light olefins compared with conventional microporous SAPO-34. The methodology provides a new way to synthesize and control the structure of SAPO-34 catalysts.
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Guo H, Ge T, Lv J, Du C, Zhou J, Liu Z, Hua Z. Mesoporogen-Free Synthesis of High-Silica Hierarchically Structured ZSM-5 Zeolites and their Superior Performance for the Methanol-to-Propylene Reaction. Eur J Inorg Chem 2018. [DOI: 10.1002/ejic.201800926] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Hangle Guo
- State Key Laboratory of High Performance Ceramics and Superfine Microstructure; Shanghai Institute of Ceramics; Chinese Academy of Sciences; 1295 Dingxi Road 200050 Shanghai P.R. China
- University of Chinese Academy of Sciences; No.19(A) Yuquan Road 100049 Shijingshan District, Beijing P.R. China
| | - Tongguang Ge
- State Key Laboratory of High Performance Ceramics and Superfine Microstructure; Shanghai Institute of Ceramics; Chinese Academy of Sciences; 1295 Dingxi Road 200050 Shanghai P.R. China
- University of Chinese Academy of Sciences; No.19(A) Yuquan Road 100049 Shijingshan District, Beijing P.R. China
| | - Jian Lv
- State Key Laboratory of High Performance Ceramics and Superfine Microstructure; Shanghai Institute of Ceramics; Chinese Academy of Sciences; 1295 Dingxi Road 200050 Shanghai P.R. China
- University of Chinese Academy of Sciences; No.19(A) Yuquan Road 100049 Shijingshan District, Beijing P.R. China
| | - Changlin Du
- State Key Laboratory of High Performance Ceramics and Superfine Microstructure; Shanghai Institute of Ceramics; Chinese Academy of Sciences; 1295 Dingxi Road 200050 Shanghai P.R. China
- University of Chinese Academy of Sciences; No.19(A) Yuquan Road 100049 Shijingshan District, Beijing P.R. China
| | - Jian Zhou
- Sinopec Shanghai Research Institute of Petrochemical Technology; 1658 Pudong North Road 201208 Shanghai P.R. China
| | - Zhicheng Liu
- Sinopec Shanghai Research Institute of Petrochemical Technology; 1658 Pudong North Road 201208 Shanghai P.R. China
| | - Zile Hua
- State Key Laboratory of High Performance Ceramics and Superfine Microstructure; Shanghai Institute of Ceramics; Chinese Academy of Sciences; 1295 Dingxi Road 200050 Shanghai P.R. China
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Sun Q, Wang N, Bai R, Chen G, Shi Z, Zou Y, Yu J. Mesoporogen-Free Synthesis of Hierarchical SAPO-34 with Low Template Consumption and Excellent Methanol-to-Olefin Conversion. CHEMSUSCHEM 2018; 11:3812-3820. [PMID: 30178630 DOI: 10.1002/cssc.201801486] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Revised: 08/22/2018] [Indexed: 06/08/2023]
Abstract
Significant interest has emerged in the development of nanometer-sized and hierarchical silicoaluminophosphate zeolites (SAPO-34) because of their enhanced accessibility and improved catalytic activity for methanol-to-olefin (MTO) conversion. A series of nanometer-sized SAPO-34 catalysts with tunable hierarchical structures was synthesized in a Al2 O3 /H3 PO4 /SiO2 /triethylamine(TEA)/H2 O system by using a mesoporogen-free nanoseed-assisted method. The nanometer-sized hierarchical SH -3.0 catalyst (TEA/Al2 O3 =3.0) possessed the highest crystallinity, highest abundance of intracrystalline meso-/macropores, and the most suitable acidity among all obtained catalysts, showing the highest ethylene and propylene selectivity of 85.4 %. This is the highest reported selectivity for MTO reactions under similar conditions. Detailed analysis of the coke produced during the reaction revealed that the small-sized methyl-substituted benzene and bulky methyl-substituted pyrene were mainly located inside the crystals instead of on the surface of the crystals, which provided further insight into understanding the deactivation of the SAPO-34 catalyst during MTO reaction. Significantly, the simple and cost-effective synthetic process and superb catalytic performance of the nanometer-sized hierarchical SAPO-34 is promising for their practical large-scale application for MTO conversion.
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Affiliation(s)
- Qiming Sun
- State Key Laboratory of Inorganic Synthesis and Preparative Chemistry, College of Chemistry, Jilin University, 2699 Qianjin Street, Changchun, 130012, P.R.of China
| | - Ning Wang
- State Key Laboratory of Inorganic Synthesis and Preparative Chemistry, College of Chemistry, Jilin University, 2699 Qianjin Street, Changchun, 130012, P.R.of China
| | - Risheng Bai
- State Key Laboratory of Inorganic Synthesis and Preparative Chemistry, College of Chemistry, Jilin University, 2699 Qianjin Street, Changchun, 130012, P.R.of China
| | - Guangrui Chen
- State Key Laboratory of Inorganic Synthesis and Preparative Chemistry, College of Chemistry, Jilin University, 2699 Qianjin Street, Changchun, 130012, P.R.of China
| | - Zhiqiang Shi
- State Key Laboratory of Inorganic Synthesis and Preparative Chemistry, College of Chemistry, Jilin University, 2699 Qianjin Street, Changchun, 130012, P.R.of China
| | - Yongcun Zou
- State Key Laboratory of Inorganic Synthesis and Preparative Chemistry, College of Chemistry, Jilin University, 2699 Qianjin Street, Changchun, 130012, P.R.of China
| | - Jihong Yu
- State Key Laboratory of Inorganic Synthesis and Preparative Chemistry, College of Chemistry, Jilin University, 2699 Qianjin Street, Changchun, 130012, P.R.of China
- International Center of Future Science, Jilin University, 2699 Qianjin Street, Changchun, 130012, P.R. of China
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Yuan D, Xing A, Miao P, Sun Q, Cui L, Wang H, Ma L, Chiang F, Kong J. Assembly of Sub-Crystals on the Macroscale and Construction of Composite Building Units on the Microscale for SAPO-34. Chem Asian J 2018; 13:3063-3072. [PMID: 30094925 DOI: 10.1002/asia.201801069] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 08/07/2018] [Indexed: 11/10/2022]
Abstract
The nucleation and growth of SAPO-34 crystals with triethylamine (TEA) as a single template was monitored with ex situ time-resolved characterization methods. The investigation focused on the evolution of the intermediate phases at different crystallization stages of SAPO-34. The morphology transformation of the intermediate phases at different crystallization times revealed the unique self-assembly process of the sub-crystals. The cubic SAPO-34 crystals can be constructed from eight pyramidal subunits. Additionally, the construction order of cha cages and double-six-membered ring (d6r) units in the initial crystallization stage was determined. The appearance of cha cages prior to d6r units can be attributed to the structure-directing effect of protonated TEA, which is charge balanced with the negative charge of the framework from Si incorporation. Further analysis showed that Si species were incorporated into the framework by direct participation in the initial crystallization stage and substitution for framework P atoms during the later stage.
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Affiliation(s)
- Delin Yuan
- National Institute of Clean-and-Low-Carbon Energy, Future Science City, Changping District, Beijing, 102211, P. R. China.,College of Science, China University of Petroleum, Beijing, Fuxue Road 18, Changping District, Beijing, 102249, P. R. China
| | - Aihua Xing
- National Institute of Clean-and-Low-Carbon Energy, Future Science City, Changping District, Beijing, 102211, P. R. China
| | - Ping Miao
- National Institute of Clean-and-Low-Carbon Energy, Future Science City, Changping District, Beijing, 102211, P. R. China
| | - Qi Sun
- National Institute of Clean-and-Low-Carbon Energy, Future Science City, Changping District, Beijing, 102211, P. R. China
| | - Lishan Cui
- College of Science, China University of Petroleum, Beijing, Fuxue Road 18, Changping District, Beijing, 102249, P. R. China
| | - Hui Wang
- NICE America Research, Inc., A Shenhua Company, Mountain View, CA, 94043, USA
| | - Linge Ma
- National Institute of Clean-and-Low-Carbon Energy, Future Science City, Changping District, Beijing, 102211, P. R. China
| | - FuKuo Chiang
- National Institute of Clean-and-Low-Carbon Energy, Future Science City, Changping District, Beijing, 102211, P. R. China
| | - Jiechen Kong
- National Institute of Clean-and-Low-Carbon Energy, Future Science City, Changping District, Beijing, 102211, P. R. China
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Abrosimov E, Kozina Z, Kozin S. Поєднання гри Го і фізичних вправ як фактор розвитку когнітивних і нейродинамічних функцій дітей 6 років. HEALTH, SPORT, REHABILITATION 2018. [DOI: 10.34142/hsr.2018.04.03.01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
Мета роботи – виявити вплив застосування гри Го в сполученні з фізичними вправами на показники когнітивних і нейродинамічних властивостей дітей 6 років. Матеріал і методи. В дослідженні взяли участь 30 дітей перших класів, вік 6 років. Діти були поділені на 3 групи по 10 осіб в кожній. Дві групи стали експериментальними, одна група – контрольною. В першій експериментальній групі діти займались грою Го, в другій – грою Го в сполученні з фізичними вправами, в контрольній групі – за звичайною програмою продовженого дня. Діти експериментальних груп займалися грою Го два рази в тиждень протягом місяця. До і після експерименту було проведено тестування за методикою Шульте, і за методикою Єрмакова (комп’ютерна програма «Вибір кнопки»). Експериментальні групи займалися за розробленими методиками, діти контрольної групи займалися за стандартною програмою групи продовженого дня. Результати. Застосування гри Го позитивно впливає на розумову праздатність і на нейродинамічні функції, при цьому вплив на нейродинамічні функції посилюється застосуванням гри Го в сполученні з фізичними вправами. Показано достовірний вплив характеру занять в групах (гра Го; Гра Го в сполученні з фізичними вправами; звичайні заняття за програмою продовженого дня) на когнітивні та нейродинамічні функції дітей 6 років. Достовірний вплив виявлено за тестами Шульте (час роботи на першій таблиці і ефективність роботи) при р<0,001 та за тестом Єрмакова з визначення швидкості реакції вибору при зміні положення об’єкта в просторі в трьох спробах при р<0,001. Висновки. Результати проведених досліджень свідчать про те, що застосування гри Го позитивно впливає на показники когнітивних функцій та нейродинамічних властивостей дітей 6 років. Заняття тільки грою Го найбільш впливає на розумову працездатність, а заняття грою Го в сполученні з фізичними вправами найбільш виражено поліпшує нейродинамічні показники, пов’язані з необхідністю перемикання уваги, швидкості реакції вибору на об’єкти, положення яких змінюється в просторі.
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Jørgensen M, Grönbeck H. MonteCoffee: A programmable kinetic Monte Carlo framework. J Chem Phys 2018; 149:114101. [DOI: 10.1063/1.5046635] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Affiliation(s)
- Mikkel Jørgensen
- Department of Physics and Competence Centre for Catalysis, Chalmers University of Technology, 412 96 Göteborg, Sweden
| | - Henrik Grönbeck
- Department of Physics and Competence Centre for Catalysis, Chalmers University of Technology, 412 96 Göteborg, Sweden
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Cai D, Hou Y, Zhang C, Wang N, Chen Z, Song W, Jia Z, Wang Y, Qian W, Wei F. Analyzing transfer properties of zeolites using small-world networks. NANOSCALE 2018; 10:16431-16433. [PMID: 30159556 DOI: 10.1039/c8nr04652b] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Hierarchical structures bring efficiency to many processes, including metabolism, plant growth, and even social networks. In society, connectivity among people results in a hierarchical network with a superior efficiency for information transfer. These networks are known as small-world networks. Although the number of people known by a single person is insignificant compared with the total number of people in a society, a small number of long-range connections can bring extremely high information transfer efficiency to the social network. This is the key property of the small-world network. By modeling zeolite structures as small-world networks and regarding vacancies and cracks as long-range connections, we managed to quantify efficiency in hierarchical zeolite structures. We showed the influence of cracks and vacancies on the transfer phenomenon in zeolite structures. By adding 6% vacancies into a perfect 3D zeolite structure, we obtained a 30% equivalent volume reduction in zeolite crystals. This approach might result in new methodology for quantifying zeolite transfer and broaden horizons for zeolite structure design.
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Affiliation(s)
- Dali Cai
- Beijing Key Laboratory of Green Reaction Engineering and Technology, Department of Chemical Engineering, Tsinghua University, China.
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