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A Fault Sample Simulation Approach for Virtual Testability Demonstration Test 被引量:3
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作者 ZHANG Yong QIU Jing +1 位作者 LIU Guanjun YANG Peng 《Chinese Journal of Aeronautics》 SCIE EI CSCD 2012年第4期598-604,共7页
关键词 fault sample testability demonstration virtual testability test stochastic process statistical simulation Monte Carlo maintenance
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Toward accurate and efficient dynamic computational strategy for heterogeneous catalysis:Temperature-dependent thermodynamics and kinetics for the chemisorbed on-surface CO
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作者 Jun Chen Tan Jin +3 位作者 Yihuang Jiang Tonghao Shen Mingjun Yang Zhe-Ning Chen 《Chinese Chemical Letters》 SCIE CAS CSCD 2022年第11期4936-4942,共7页
Computational tools on top of first principle calculations have played an indispensable role in revealing the molecular details,thermodynamics,and kinetics in catalytic reactions.Here we proposed a highly efficient dy... Computational tools on top of first principle calculations have played an indispensable role in revealing the molecular details,thermodynamics,and kinetics in catalytic reactions.Here we proposed a highly efficient dynamic strategy for the calculation of thermodynamic and kinetic properties in heterogeneous catalysis on the basis of efficient potential energy surface(PES)and MD simulations.Taking CO adsorbate on Ru(0001)surface as the illustrative model system,we demonstrated the PES-based MD can efficiently generate reliable two-dimensional potential-of-mean-force(PMF)surfaces in a wide range of temperatures,and thus temperature-dependent thermodynamic properties can be obtained in a comprehensive investigation on the whole PMF surface.Moreover,MD offers an effective way to describe the surface kinetics such as adsorbate on-surface movement,which goes beyond the most popular static approach based on free energy barrier and transition state theory(TST).We further revealed that the dynamic strategy significantly improves the predictions of both thermodynamic and kinetic properties as compared to the popular ideal statistic mechanics approaches such as harmonic analysis and TST.It is expected that this accurate yet efficient dynamic strategy can be powerful in understanding mechanisms and reactivity of a catalytic surface system,and further guides the rational design of heterogeneous catalysts. 展开更多
关键词 Dynamic strategy Temperature-dependent thermodynamics statistical sampling Neural networks potential energy surface Operando simulation
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