Bayesian approach to cluster expansions
Cluster expansions have proven to be a valuable tool in alloy theory and other problems in materials science but the generation of cluster expansions can be a computationally expensive and time-consuming process. We present a Bayesian framework for developing cluster expansions that explicitly incor...
Main Authors: | Mueller, Timothy K., Ceder, Gerbrand |
---|---|
Other Authors: | Massachusetts Institute of Technology. Department of Materials Science and Engineering |
Format: | Article |
Language: | en_US |
Published: |
American Physical Society
2010
|
Online Access: | http://hdl.handle.net/1721.1/51374 |
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