Apley DW - Search Results

1

Uncertainty-aware mixed-variable machine learning for materials design.

Zhang H, Chen WW, Iyer A, Apley DW, Chen W. Zhang H, et al. Among authors: apley dw. Sci Rep. 2022 Nov 17;12(1):19760. doi: 10.1038/s41598-022-23431-2. Sci Rep. 2022. PMID: 36396678 Free PMC article.

2

Characterization and reconstruction of 3D stochastic microstructures via supervised learning.

Bostanabad R, Chen W, Apley DW. Bostanabad R, et al. Among authors: apley dw. J Microsc. 2016 Dec;264(3):282-297. doi: 10.1111/jmi.12441. Epub 2016 Jul 5. J Microsc. 2016. PMID: 27378619

3

Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables.

Zhang Y, Apley DW, Chen W. Zhang Y, et al. Among authors: apley dw. Sci Rep. 2020 Mar 18;10(1):4924. doi: 10.1038/s41598-020-60652-9. Sci Rep. 2020. PMID: 32188873 Free PMC article.

4

Automated Crystal System Identification from Four-dimensional Scanning Transmission Electron Microscopy Data Using Brain-inspired Artificial Intelligence.

Wahl CB, Chen J, Zhang H, Liu W, Zhang S, Wu J, Mirkin CA, Dravid VP, Apley DW, Chen W. Wahl CB, et al. Among authors: apley dw. Microsc Microanal. 2023 Jul 22;29(Supplement_1):1883-1884. doi: 10.1093/micmic/ozad067.972. Microsc Microanal. 2023. PMID: 37613844 No abstract available.

5

Automated crystal system identification from electron diffraction patterns using multiview opinion fusion machine learning.

Chen J, Zhang H, Wahl CB, Liu W, Mirkin CA, Dravid VP, Apley DW, Chen W. Chen J, et al. Among authors: apley dw. Proc Natl Acad Sci U S A. 2023 Nov 14;120(46):e2309240120. doi: 10.1073/pnas.2309240120. Epub 2023 Nov 9. Proc Natl Acad Sci U S A. 2023. PMID: 37943836 Free PMC article.

6

A design of experiments approach to validation sampling for logistic regression modeling with error-prone medical records.

Ouyang L, Apley DW, Mehrotra S. Ouyang L, et al. Among authors: apley dw. J Am Med Inform Assoc. 2016 Apr;23(e1):e71-8. doi: 10.1093/jamia/ocv132. Epub 2015 Sep 15. J Am Med Inform Assoc. 2016. PMID: 26374705 Free PMC article.

7

Fault Tree Analysis.

McElroy LM, Khorzad R, Rowe TA, Abecassis ZA, Apley DW, Barnard C, Holl JL. McElroy LM, et al. Among authors: apley dw. Am J Med Qual. 2017 Jan-Feb;32(1):80-86. doi: 10.1177/1062860615614944. Epub 2016 Jul 9. Am J Med Qual. 2017. PMID: 26646282

8

Pilot implementation of opioid stewardship measures using the national surgical quality improvement program-pediatric platform.

Ingram ME, Tian Y, Kennedy S, Schäfer WLA, Johnson JK, Apley DW, Mehrotra S, Holl JL, Raval MV. Ingram ME, et al. Among authors: apley dw. J Pediatr Surg. 2022 Sep;57(9):130-136. doi: 10.1016/j.jpedsurg.2021.12.008. Epub 2021 Dec 17. J Pediatr Surg. 2022. PMID: 34996606 Free PMC article.

9

Distinct Variation Pattern Discovery Using Alternating Nonlinear Principal Component Analysis.

Howard P, Apley DW, Runger G. Howard P, et al. Among authors: apley dw. IEEE Trans Neural Netw Learn Syst. 2018 Jan;29(1):156-166. doi: 10.1109/TNNLS.2016.2616145. Epub 2016 Oct 26. IEEE Trans Neural Netw Learn Syst. 2018. PMID: 27810837

10

Tangent hyperplane kernel principal component analysis for denoising.

Im JK, Apley DW, Runger GC. Im JK, et al. Among authors: apley dw. IEEE Trans Neural Netw Learn Syst. 2012 Apr;23(4):644-56. doi: 10.1109/TNNLS.2012.2185950. IEEE Trans Neural Netw Learn Syst. 2012. PMID: 24805047

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