State reduction in molecular simulations

نویسندگان

  • Yuzhen Xue
  • Pete J. Ludovice
  • Martha A. Grover
  • Lilia V. Nedialkova
  • Carmeline J. Dsilva
  • Ioannis G. Kevrekidis
چکیده

Model reduction is an important systems task with a long history in traditional chemical engineering modeling. We discuss its interplay with modern data-mining tools (such as Local Feature Analysis and Diffusion Maps) through illustrative examples, and comment on important open issues regarding applications to large systems arising in molecular/atomistic simulations.

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عنوان ژورنال:
  • Computers & Chemical Engineering

دوره 51  شماره 

صفحات  -

تاریخ انتشار 2013