High-Dimensional Materials and Process Optimization Using Data-Driven Experimental Design with Well-Calibrated Uncertainty Estimates
Author:
Funder
Argonne National Laboratory
Publisher
Springer Science and Business Media LLC
Subject
Industrial and Manufacturing Engineering,General Materials Science
Link
http://link.springer.com/article/10.1007/s40192-017-0098-z/fulltext.html
Reference24 articles.
1. Roy R (2010) A primer on the Taguchi method. Soc Manuf Eng, 1–245
2. Fisher R A (1921) On the probable error of a coefficient of correlation deduced from a small sample. Metron 1:3–32
3. Chaloner K, Verdinelli I (1995) Bayesian experimental design: a review. Stat Sci 10(3):273–304
4. Chernoff H (1959) Sequential design of experiments. Ann Math Stat 30(3):755–770
5. Cohn D A, Ghahramani Z, Jordan M I (1996) Active learning with statistical models. J Artif Intell Res 4(1):129–145
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