动力学蒙特卡罗方法
桥接(联网)
蒙特卡罗方法
统计物理学
计算机科学
航程(航空)
纳米技术
材料科学
物理
数学
计算机网络
统计
复合材料
作者
M. Pineda,Michail Stamatakis
摘要
Kinetic Monte Carlo (KMC) simulations in combination with first-principles (1p)-based calculations are rapidly becoming the gold-standard computational framework for bridging the gap between the wide range of length scales and time scales over which heterogeneous catalysis unfolds. 1p-KMC simulations provide accurate insights into reactions over surfaces, a vital step toward the rational design of novel catalysts. In this Perspective, we briefly outline basic principles, computational challenges, successful applications, as well as future directions and opportunities of this promising and ever more popular kinetic modeling approach.
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