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Volumn 30, Issue 7, 2015, Pages 879-889

Generalized machine learning technique for automatic phase attribution in time variant high-throughput experimental studies

Author keywords

[No Author keywords available]

Indexed keywords

ALUMINUM ALLOYS; ALUMINUM METALLOGRAPHY; BINARY ALLOYS; MACHINE LEARNING; NICKEL METALLOGRAPHY;

EID: 84934969998     PISSN: 08842914     EISSN: 20445326     Source Type: Journal    
DOI: 10.1557/jmr.2015.80     Document Type: Article
Times cited : (44)

References (46)
  • 4
    • 84940393012 scopus 로고    scopus 로고
    • The materials super highway: Integrating high-throughput experimentation into mapping the catalysis materials genome
    • J.R. Hattrick-Simpers, C. Wen, and J. Lauterbach: The materials super highway: Integrating high-throughput experimentation into mapping the catalysis materials genome. Catal. Lett. 145, 290-298 (2015).
    • (2015) Catal. Lett. , vol.145 , pp. 290-298
    • Hattrick-Simpers, J.R.1    Wen, C.2    Lauterbach, J.3
  • 5
    • 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).
    • (2013) J. Appl. Phys. , vol.113 , pp. 231101
    • Green, M.L.1    Takeuchi, I.2    Hattrick-Simpers, J.R.3
  • 6
    • 34548091283 scopus 로고    scopus 로고
    • Combinatorial and highthroughput materials science
    • W.F. Maier, K. Stowe, and S. Sieg: Combinatorial and highthroughput materials science. Angew. Chem., Int. Ed. Engl. 46, 6016-6017 (2007).
    • (2007) Angew. Chem., Int. Ed. Engl. , vol.46 , pp. 6016-6017
    • Maier, W.F.1    Stowe, K.2    Sieg, S.3
  • 9
    • 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, 714-719 (2006).
    • (2006) Science , vol.312 , pp. 714-719
    • Arriola, D.J.1    Carnahan, E.M.2    Hustad, P.D.3    Kuhlman, R.L.4    Wenzel, T.T.5
  • 10
    • 84945230474 scopus 로고    scopus 로고
    • Discovery and optimization of coking and sulfur resistant bi-metallic catalyst for cracking JP-8: From thin film libraries to single powders
    • J. Lauterbach, E. Sasmaz, J. Bedenbaugh, S. Kim, and J.R. Hattrick-Simpers: Discovery and optimization of coking and sulfur resistant bi-metallic catalyst for cracking JP-8: From thin film libraries to single powders. Mod. Appl. HT Exp. Heterog. Catal. (2013).
    • (2013) Mod. Appl. HT Exp. Heterog. Catal.
    • Lauterbach, J.1    Sasmaz, E.2    Bedenbaugh, J.3    Kim, S.4    Hattrick-Simpers, J.R.5
  • 12
    • 85027918559 scopus 로고    scopus 로고
    • Identification of optimal solar fuel electrocatalysts via high throughput in situ optical measurements
    • A. Shinde, D. Guevarra, J.A. Haber, J. Jin, and J.M. Gregoire: Identification of optimal solar fuel electrocatalysts via high throughput in situ optical measurements. J. Mater. Res. 30, 442-450 (2015).
    • (2015) J. Mater. Res. , vol.30 , pp. 442-450
    • Shinde, A.1    Guevarra, D.2    Haber, J.A.3    Jin, J.4    Gregoire, J.M.5
  • 13
    • 0032538479 scopus 로고    scopus 로고
    • Detection of catalytic activity in combinatorial libraries of heterogeneous catalysts by IR thermography
    • A. Holzwarth, H. Schmidt, and W.F. Maier: Detection of catalytic activity in combinatorial libraries of heterogeneous catalysts by IR thermography. Angew. Chem., Int. Ed. Engl. 37, 2644-2647 (1998).
    • (1998) Angew. Chem., Int. Ed. Engl. , vol.37 , pp. 2644-2647
    • Holzwarth, A.1    Schmidt, H.2    Maier, W.F.3
  • 15
    • 84868541694 scopus 로고    scopus 로고
    • Combinatorial search of structural transitions: Systematic investigation of morphotropic phase boundaries in chemically substituted BiFeO3
    • D. Kan, C.J. Long, C. Steinmetz, S.E. Lofland, and I. Takeuchi: Combinatorial search of structural transitions: Systematic investigation of morphotropic phase boundaries in chemically substituted BiFeO3. J. Mater. Res. 27, 2691 (2012).
    • (2012) J. Mater. Res. , vol.27 , pp. 2691
    • Kan, D.1    Long, C.J.2    Steinmetz, C.3    Lofland, S.E.4    Takeuchi, I.5
  • 19
    • 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).
    • (2009) Rev. Sci. Instrum. , vol.80 , pp. 103902
    • Long, C.J.1    Bunker, D.2    Li, X.3    Karen, V.L.4    Takeuchi, I.5
  • 21
    • 65349118132 scopus 로고    scopus 로고
    • Design of a full-profilematching solution for high-throughput analysis of multiphase samples through powder x-ray diffraction
    • L.A. Baumes, M. Moliner, and A. Corma: Design of a full-profilematching solution for high-throughput analysis of multiphase samples through powder x-ray diffraction. Chem. - Eur. J. 15, 4258-4269 (2009).
    • (2009) Chem. - Eur. J. , vol.15 , pp. 4258-4269
    • Baumes, L.A.1    Moliner, M.2    Corma, A.3
  • 22
    • 10344243469 scopus 로고    scopus 로고
    • PolySNAP3: A computer program for analysing and visualizing high-throughput data from diffraction and spectroscopic sources
    • G. Barr, W. Dong, and C.J. Gilmore: PolySNAP3: A computer program for analysing and visualizing high-throughput data from diffraction and spectroscopic sources. J. Appl. Crystallogr. 37, 874-882 (2004).
    • (2004) J. Appl. Crystallogr. , vol.37 , pp. 874-882
    • Barr, G.1    Dong, W.2    Gilmore, C.J.3
  • 24
    • 33745407566 scopus 로고    scopus 로고
    • Discovery of a new catalytically active and selective zeolite (ITQ-30) by high-throughput synthesis techniques
    • A. Corma, M.J. Diaz-Cabanas, M. Moliner, and C. Martinez: Discovery of a new catalytically active and selective zeolite (ITQ-30) by high-throughput synthesis techniques. J. Catal. 241, 312-318 (2006).
    • (2006) J. Catal. , vol.241 , pp. 312-318
    • Corma, A.1    Diaz-Cabanas, M.J.2    Moliner, M.3    Martinez, C.4
  • 25
    • 3442902490 scopus 로고    scopus 로고
    • High-throughput powder diffraction. I. A new approach to qualitative and quantitative powder diffraction pattern analysis using full pattern profiles
    • C.J. Gilmore, G. Barr, and J. Paisley: High-throughput powder diffraction. I. A new approach to qualitative and quantitative powder diffraction pattern analysis using full pattern profiles. J. Appl. Crystallogr. 37, 231-242 (2004).
    • (2004) J. Appl. Crystallogr. , vol.37 , pp. 231-242
    • Gilmore, C.J.1    Barr, G.2    Paisley, J.3
  • 26
    • 84867368886 scopus 로고    scopus 로고
    • Thermal-barrier coatings for more efficient gas-turbine engines
    • D.R. Clarke, M. Oechsner, and N.P. Padture: Thermal-barrier coatings for more efficient gas-turbine engines. MRS Bull. 37, 891-898 (2012).
    • (2012) MRS Bull. , vol.37 , pp. 891-898
    • Clarke, D.R.1    Oechsner, M.2    Padture, N.P.3
  • 27
    • 0041779849 scopus 로고    scopus 로고
    • Materials design for the next generation thermal barrier coatings
    • D.R. Clarke and C.G. Levi: Materials design for the next generation thermal barrier coatings. Annu. Rev. Mater. Res. 33, 383-417 (2003).
    • (2003) Annu. Rev. Mater. Res. , vol.33 , pp. 383-417
    • Clarke, D.R.1    Levi, C.G.2
  • 28
    • 67349231344 scopus 로고    scopus 로고
    • Interface science of thermal barrier coatings
    • T.M. Besmann: Interface science of thermal barrier coatings. J. Mater. Sci. 44, 1661-1663 (2009).
    • (2009) J. Mater. Sci. , vol.44 , pp. 1661-1663
    • Besmann, T.M.1
  • 29
    • 18544403652 scopus 로고    scopus 로고
    • Progress in coatings for gas turbine airfoils
    • G.W. Goward: Progress in coatings for gas turbine airfoils. Surf. Coat. Technol. 108-109, 73-79 (1998).
    • (1998) Surf. Coat. Technol. , vol.108-109 , pp. 73-79
    • Goward, G.W.1
  • 30
    • 70450172281 scopus 로고    scopus 로고
    • Materials science. The hotter the engine, the better
    • J.H. Perepezko: Materials science. The hotter the engine, the better. Science 326, 1068-1069 (2009).
    • (2009) Science , vol.326 , pp. 1068-1069
    • Perepezko, J.H.1
  • 32
    • 0016961239 scopus 로고
    • Development, growth, and adhesion of Al2O3 on platinum-aluminum alloys
    • E.J. Felten and F.S. Pettit: Development, growth, and adhesion of Al2O3 on platinum-aluminum alloys. Oxid. Met. 10, 189-223 (1976).
    • (1976) Oxid. Met. , vol.10 , pp. 189-223
    • Felten, E.J.1    Pettit, F.S.2
  • 33
    • 67349099561 scopus 로고    scopus 로고
    • Compositional factors affecting the establishment and maintenance of Al2O3 scales on Ni-Al-Pt systems
    • B. Gleeson, N. Mu, and S. Hayashi: Compositional factors affecting the establishment and maintenance of Al2O3 scales on Ni-Al-Pt systems. J. Mater. Sci. 44, 1704-1710 (2009).
    • (2009) J. Mater. Sci. , vol.44 , pp. 1704-1710
    • Gleeson, B.1    Mu, N.2    Hayashi, S.3
  • 34
    • 72149092679 scopus 로고    scopus 로고
    • Pt-modified Ni aluminides, MCrAlY-base multilayer coatings and TBC systems fabricated by spark plasma sintering for the protection of Ni-base superalloys
    • D. Monceau, D. Oquab, C. Estournes, M. Boidot, S. Selezneff, Y. Thebault, and Y. Cadoret: Pt-modified Ni aluminides, MCrAlY-base multilayer coatings and TBC systems fabricated by spark plasma sintering for the protection of Ni-base superalloys. Surf. Coat. Technol. 204, 771-778 (2009).
    • (2009) Surf. Coat. Technol. , vol.204 , pp. 771-778
    • Monceau, D.1    Oquab, D.2    Estournes, C.3    Boidot, M.4    Selezneff, S.5    Thebault, Y.6    Cadoret, Y.7
  • 35
    • 28944433704 scopus 로고    scopus 로고
    • A platinumenriched c1c' two-phase bond coat on Ni-based superalloys
    • Y. Zhang, B.A. Pint, J.A. Haynes, and I.G. Wright: A platinumenriched c1c' two-phase bond coat on Ni-based superalloys. Surf. Coat. Technol. 200, 1259-1263 (2005).
    • (2005) Surf. Coat. Technol. , vol.200 , pp. 1259-1263
    • Zhang, Y.1    Pint, B.A.2    Haynes, J.A.3    Wright, I.G.4
  • 36
    • 31144477498 scopus 로고    scopus 로고
    • Site preference of ternary alloying elements in Ni3Al: A first-principles study
    • C. Jiang, D.J. Sordelet, and B. Gleeson: Site preference of ternary alloying elements in Ni3Al: A first-principles study. Acta Mater. 54, 1147-1154 (2006).
    • (2006) Acta Mater. , vol.54 , pp. 1147-1154
    • Jiang, C.1    Sordelet, D.J.2    Gleeson, B.3
  • 37
    • 0024641484 scopus 로고
    • High temperature coatings for Gas turbine blades: A review
    • R. Sivakumar and B.L. Mordike: High temperature coatings for Gas turbine blades: A review. Surf. Coat. Technol. 37, 139-160 (1989).
    • (1989) Surf. Coat. Technol. , vol.37 , pp. 139-160
    • Sivakumar, R.1    Mordike, B.L.2
  • 38
    • 77149129879 scopus 로고    scopus 로고
    • Experimental and simulation study of uphill diffusion of Al in a Pt-coated c-Ni-Al model alloy
    • B. Sundman, S. Ford, X.G. Lu, T. Narita, and D. Monceau: Experimental and simulation study of uphill diffusion of Al in a Pt-coated c-Ni-Al model alloy. J. Phase Equilib. Diffus. 30, 602-607 (2009).
    • (2009) J. Phase Equilib. Diffus. , vol.30 , pp. 602-607
    • Sundman, B.1    Ford, S.2    Lu, X.G.3    Narita, T.4    Monceau, D.5
  • 39
    • 0021374865 scopus 로고
    • Alloying behaviour of Ni3Al, Ni3Ga, Ni3Si and Ni3Ge
    • S. Ochial, Y. Oya, and T. Suzuki: Alloying behaviour of Ni3Al, Ni3Ga, Ni3Si and Ni3Ge. Acta Metall. 32, 289-298 (1984).
    • (1984) Acta Metall. , vol.32 , pp. 289-298
    • Ochial, S.1    Oya, Y.2    Suzuki, T.3
  • 41
    • 84882456479 scopus 로고    scopus 로고
    • Effect of H2O and CO2 on the oxidation behaviour and durability at high temperature of ODS-FeCrAl
    • S. Dryepondt, A. Rouaix-Vande Put, and B.A. Pint: Effect of H2O and CO2 on the oxidation behaviour and durability at high temperature of ODS-FeCrAl. Oxid. Met. 79, 627-638 (2013).
    • (2013) Oxid. Met. , vol.79 , pp. 627-638
    • Dryepondt, S.1    Rouaix-Vande Put, A.2    Pint, B.A.3
  • 43
    • 2942717044 scopus 로고    scopus 로고
    • Nanostructured high-entropy alloys with multiple principal elements: Novel alloy design concepts and outcomes
    • J.W. Yeh, S.K. Chen, S.J. Lin, J.Y. Gan, T.S. Chin, T.T. Shun, C.H. Tsau, and S.Y. Chang: Nanostructured high-entropy alloys with multiple principal elements: Novel alloy design concepts and outcomes. Adv. Eng. Mater. 6, 299-303 (2004).
    • (2004) Adv. Eng. Mater. , vol.6 , pp. 299-303
    • Yeh, J.W.1    Chen, S.K.2    Lin, S.J.3    Gan, J.Y.4    Chin, T.S.5    Shun, T.T.6    Tsau, C.H.7    Chang, S.Y.8
  • 44
    • 0031211090 scopus 로고    scopus 로고
    • Schapire: A decision-theoretic generalization of on-line learning and an application to boosting
    • Yoav Freund and E. Robert: Schapire: A decision-theoretic generalization of on-line learning and an application to boosting. J. Comput. Syst. Sci. 55, 119-139 (1997).
    • (1997) J. Comput. Syst. Sci. , vol.55 , pp. 119-139
    • Freund, Y.1    Robert, E.2


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