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Volumn 4, Issue 5, 2016, Pages

Perspective: Composition-structure-property mapping in high-throughput experiments: Turning data into knowledge

Author keywords

[No Author keywords available]

Indexed keywords

MAPPING; METADATA; PHASE DIAGRAMS;

EID: 84971528825     PISSN: None     EISSN: 2166532X     Source Type: Journal    
DOI: 10.1063/1.4950995     Document Type: Article
Times cited : (112)

References (36)
  • 1
    • 0038376823 scopus 로고    scopus 로고
    • Electrospray ionization tandem mass spectrometry in high-throughput screening of homogeneous catalysts
    • P. Chen, " Electrospray ionization tandem mass spectrometry in high-throughput screening of homogeneous catalysts," Angew. Chem., Int. Ed. 42, 2832 (2003). 10.1002/anie.200200560
    • (2003) Angew. Chem., Int. Ed. , vol.42 , pp. 2832
    • Chen, P.1
  • 2
    • 34548091283 scopus 로고    scopus 로고
    • Combinatorial and high-throughput materials science
    • W. F. Maier, K. Stöwe, and S. Sieg, " Combinatorial and high-throughput materials science," Angew. Chem., Int. Ed. Engl. 46, 6016 (2007). 10.1002/anie.200603675
    • (2007) Angew. Chem., Int. Ed. Engl. , vol.46 , pp. 6016
    • Maier, W.F.1    Stöwe, K.2    Sieg, S.3
  • 3
    • 84880803154 scopus 로고    scopus 로고
    • Applications of high throughput (combinatorial) methodologies to electronic, magnetic, optical, and energy-related materials
    • M. L. Green, I. Takeuchi, and J. R. Hattrick-Simpers, " Applications of high throughput (combinatorial) methodologies to electronic, magnetic, optical, and energy-related materials," J. Appl. Phys. 113, 231101 (2013). 10.1063/1.4803530
    • (2013) J. Appl. Phys. , vol.113
    • Green, M.L.1    Takeuchi, I.2    Hattrick-Simpers, J.R.3
  • 6
    • 33646444730 scopus 로고    scopus 로고
    • Catalytic production of olefin block copolymers via chain shuttling polymerization
    • D. J. Arriola, E. M. Carnahan, P. D. Hustad, R. L. Kuhlman, and T. T. Wenzel, " Catalytic production of olefin block copolymers via chain shuttling polymerization," Science 312 (5774), 714 (2006). 10.1126/science.1125268
    • (2006) Science , vol.312 , Issue.5774 , pp. 714
    • Arriola, D.J.1    Carnahan, E.M.2    Hustad, P.D.3    Kuhlman, R.L.4    Wenzel, T.T.5
  • 11
    • 2642568597 scopus 로고    scopus 로고
    • Optimization of Cu oxide catalysts for methanol synthesis by combinatorial tools using 96 well microplates, artificial neural network and genetic algorithm
    • Y. Watanabe, T. Umegaki, M. Hashimoto, K. Omata, and M. Yamada, " Optimization of Cu oxide catalysts for methanol synthesis by combinatorial tools using 96 well microplates, artificial neural network and genetic algorithm," Catal. Today 89, 455 (2004). 10.1016/j.cattod.2004.02.001
    • (2004) Catal. Today , vol.89 , pp. 455
    • Watanabe, Y.1    Umegaki, T.2    Hashimoto, M.3    Omata, K.4    Yamada, M.5
  • 12
    • 0346304811 scopus 로고    scopus 로고
    • Application of a genetic algorithm and a neural network for the discovery and optimization of new solid catalytic materials
    • U. Rodemerck, M. Baerns, M. Holena, and D. Wolf, " Application of a genetic algorithm and a neural network for the discovery and optimization of new solid catalytic materials," Appl. Surf. Sci. 223, 168 (2004). 10.1016/S0169-4332(03)00919-X
    • (2004) Appl. Surf. Sci. , vol.223 , pp. 168
    • Rodemerck, U.1    Baerns, M.2    Holena, M.3    Wolf, D.4
  • 13
    • 84927934764 scopus 로고    scopus 로고
    • Generating information-rich high-throughput experimental materials genomes using functional clustering via multitree genetic programming and information theory
    • S. K. Suram, J. A. Haber, J. Jin, and J. M. Gregoire, " Generating information-rich high-throughput experimental materials genomes using functional clustering via multitree genetic programming and information theory," ACS Comb. Sci. 17, 224 (2015). 10.1021/co5001579
    • (2015) ACS Comb. Sci. , vol.17 , pp. 224
    • Suram, S.K.1    Haber, J.A.2    Jin, J.3    Gregoire, J.M.4
  • 15
    • 50249144189 scopus 로고    scopus 로고
    • Combinatorial materials sciences: Experimental strategies for accelerated knowledge discovery
    • K. Rajan, " Combinatorial materials sciences: Experimental strategies for accelerated knowledge discovery," Annu. Rev. Mater. Res. 38, 299 (2008). 10.1146/annurev.matsci.38.060407.130217
    • (2008) Annu. Rev. Mater. Res. , vol.38 , pp. 299
    • Rajan, K.1
  • 16
    • 81255158420 scopus 로고    scopus 로고
    • Combinatorial and high-throughput screening of materials libraries: Review of state of the art
    • R. Potyrailo, K. Rajan, K. Stoewe, I. Takeuchi, B. Chisholm, and H. Lam, " Combinatorial and high-throughput screening of materials libraries: Review of state of the art," ACS Comb. Sci. 13, 579 (2011). 10.1021/co200007w
    • (2011) ACS Comb. Sci. , vol.13 , pp. 579
    • Potyrailo, R.1    Rajan, K.2    Stoewe, K.3    Takeuchi, I.4    Chisholm, B.5    Lam, H.6
  • 17
    • 34547561033 scopus 로고    scopus 로고
    • Rapid structural mapping of ternary metallic alloy systems using the combinatorial approach and cluster analysis
    • C. J. Long, J. Hattrick-Simpers, M. Murakami, R. C. Srivastava, I. Takeuchi, V. L. Karen, and X. Li, " Rapid structural mapping of ternary metallic alloy systems using the combinatorial approach and cluster analysis," Rev. Sci. Instrum. 78, 072217 (2007). 10.1063/1.2755487
    • (2007) Rev. Sci. Instrum. , vol.78
    • Long, C.J.1    Hattrick-Simpers, J.2    Murakami, M.3    Srivastava, R.C.4    Takeuchi, I.5    Karen, V.L.6    Li, X.7
  • 19
    • 37849041265 scopus 로고    scopus 로고
    • On the use of 2-D moment invariants for the automated classification of particle shapes
    • J. P. MacSleyne, J. P. Simmons, and M. De Graef, " On the use of 2-D moment invariants for the automated classification of particle shapes," Acta Mater. 56, 427 (2008). 10.1016/j.actamat.2007.09.039
    • (2008) Acta Mater. , vol.56 , pp. 427
    • MacSleyne, J.P.1    Simmons, J.P.2    De Graef, M.3
  • 20
    • 84944340073 scopus 로고    scopus 로고
    • High-throughput determination of structural phase diagram and constituent phases using GRENDEL
    • A. G. Kusne, D. Keller, A. Anderson, A. Zaban, and I. Takeuchi, " High-throughput determination of structural phase diagram and constituent phases using GRENDEL," Nanotechnology 26, 444002 (2015). 10.1088/0957-4484/26/44/444002
    • (2015) Nanotechnology , vol.26
    • Kusne, A.G.1    Keller, D.2    Anderson, A.3    Zaban, A.4    Takeuchi, I.5
  • 21
    • 84934969998 scopus 로고    scopus 로고
    • Generalized machine learning technique for automatic phase attribution in time variant high-throughput experimental studies
    • J. K. Bunn, S. Han, Y. Tong, Y. Zhang, J. Hu, and J. R. Hattrick-Simpers, " Generalized machine learning technique for automatic phase attribution in time variant high-throughput experimental studies," J. Mater. Res. 30, 879 (2015). 10.1557/jmr.2015.80
    • (2015) J. Mater. Res. , vol.30 , pp. 879
    • Bunn, J.K.1    Han, S.2    Tong, Y.3    Zhang, Y.4    Hu, J.5    Hattrick-Simpers, J.R.6
  • 22
    • 70350761965 scopus 로고    scopus 로고
    • Rapid identification of structural phases in combinatorial thin-film libraries using x-ray diffraction and non-negative matrix factorization
    • C. J. Long, D. Bunker, X. Li, V. L. Karen, and I. Takeuchi, " Rapid identification of structural phases in combinatorial thin-film libraries using x-ray diffraction and non-negative matrix factorization," Rev. Sci. Instrum. 80, 103902 (2009). 10.1063/1.3216809
    • (2009) Rev. Sci. Instrum. , vol.80
    • Long, C.J.1    Bunker, D.2    Li, X.3    Karen, V.L.4    Takeuchi, I.5
  • 24
    • 84971572463 scopus 로고    scopus 로고
    • Principles and practice of constraint programming-CP 2011
    • 12-16 September 2011 (Springer Science & Business Media)
    • J. Lee, " Principles and practice of constraint programming-CP 2011," in Proceedings of the 17th International Conference on CP 2011, Perugia, Italy, 12-16 September 2011 (Springer Science & Business Media, 2011).
    • (2011) Proceedings of the 17th International Conference on CP 2011, Perugia, Italy
    • Lee, J.1
  • 26
    • 79551656359 scopus 로고    scopus 로고
    • A wavelet transform algorithm for peak detection and application to powder x-ray diffraction data
    • J. M. Gregoire, D. Dale, and R. B. van Dover, " A wavelet transform algorithm for peak detection and application to powder x-ray diffraction data," Rev. Sci. Instrum. 82, 015105 (2011). 10.1063/1.3505103
    • (2011) Rev. Sci. Instrum. , vol.82
    • Gregoire, J.M.1    Dale, D.2    Van Dover, R.B.3
  • 29
    • 52649099973 scopus 로고    scopus 로고
    • A reliable methodology for high throughput identification of a mixture of crystallographic phases from powder x-ray diffraction data
    • L. A. Baumes, M. Moliner, N. Nicoloyannis, and A. Corma, " A reliable methodology for high throughput identification of a mixture of crystallographic phases from powder x-ray diffraction data," CrystEngComm 10, 1321 (2008). 10.1039/b812395k
    • (2008) CrystEngComm , vol.10 , pp. 1321
    • Baumes, L.A.1    Moliner, M.2    Nicoloyannis, N.3    Corma, A.4
  • 30
    • 84971517080 scopus 로고    scopus 로고
    • Comparison of various metrics for cluster analysis of combinatorial x-ray diffraction data
    • (submitted)
    • Y. Iwasaki, A. G. Kusne, and I. Takeuchi, " Comparison of various metrics for cluster analysis of combinatorial x-ray diffraction data," Nature Computational Materials (submitted).
    • Nature Computational Materials
    • Iwasaki, Y.1    Kusne, A.G.2    Takeuchi, I.3
  • 32
    • 0242387681 scopus 로고    scopus 로고
    • The application of principal component analysis to materials science data
    • C. Suh, A. Rajagopalan, X. Li, and K. Rajan, " The application of principal component analysis to materials science data," Data Sci. J. 1, 19 (2002). 10.2481/dsj.1.19
    • (2002) Data Sci. J. , vol.1 , pp. 19
    • Suh, C.1    Rajagopalan, A.2    Li, X.3    Rajan, K.4
  • 33
    • 85016437770 scopus 로고    scopus 로고
    • Machine learning in materials science: Recent progress and emerging applications
    • T. Mueller, A. G. Kusne, and R. Ramprasad, " Machine learning in materials science: Recent progress and emerging applications," Rev. Comput. Chem. 29, 186 (2016). 10.1002/9781119148739.ch4
    • (2016) Rev. Comput. Chem. , vol.29 , pp. 186
    • Mueller, T.1    Kusne, A.G.2    Ramprasad, R.3
  • 36
    • 84971575702 scopus 로고    scopus 로고
    • See supplementary material at http://dx.doi.org/10.1063/1.4950995 E-AMPADS-4-014693 for the AutoPhase workflow diagram in Figure S1 and the GRENDEL workflow diagram in Figure S2.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.