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Path Integral Methods in Atomistic Modelling
edX MOOC / Non-credit 0

Path Integral Methods in Atomistic Modelling

About this course

The course provides an introduction to the use of path integral methods in atomistic simulations. The course covers the basic theory, as well as some relatively advanced topics - how to accelerate path integral simulations, and how to extract approximate quantum dynamics and reaction rates. It combines recorded lectures, written notes and hands-on tutorials using research software. It targets primarily graduate students with a basic understanding of the problems inherent in atomic-scale modeling, but could also be useful to undergraduate students interested in doing a research project on the topic.

D

52/100

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What you'll learn

  • understand the basic theory of path integral methods
  • apply techniques to accelerate path integral simulations
  • extract approximate quantum dynamics
  • calculate reaction rates
Machine Learning #lecture notes #tutorials #reaction rates #path integral methods #atomistic simulations #quantum dynamics #simulation acceleration #research software #atomic-scale modeling
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