| Year |
Citation |
Score |
| 2020 |
Einarsson E, Wodo O, Nalam PC, Broderick SR, Reyes KG, Pitman EB, Rajan K. Data-driven visualization schema of a materials informatics curriculum: Convergence of materials science and information science Mrs Advances. 5: 293-303. DOI: 10.1557/Adv.2020.32 |
0.319 |
|
| 2020 |
Mukherjee A, Broderick S, Rajan K. Modularity optimization for enhancing edge detection in microstructural features using 3D atomic chemical scale imaging Journal of Vacuum Science & Technology A. 38: 033207. DOI: 10.1116/1.5143017 |
0.322 |
|
| 2017 |
Zhang RF, Kong XF, Wang HT, Zhang SH, Legut D, Sheng SH, Srinivasan S, Rajan K, Germann TC. An informatics guided classification of miscible and immiscible binary alloy systems. Scientific Reports. 7: 9577. PMID 28851941 DOI: 10.1038/S41598-017-09704-1 |
0.322 |
|
| 2017 |
Kong CS, Haverty M, Simka H, Shankar S, Rajan K. A fast hybrid methodology based on machine learning, quantum methods, and experimental measurements for evaluating material properties Modelling and Simulation in Materials Science and Engineering. 25: 065014. DOI: 10.1088/1361-651X/Aa7347 |
0.352 |
|
| 2016 |
Wodo O, Broderick S, Rajan K. Microstructural informatics for accelerating the discovery of processing–microstructure–property relationships Mrs Bulletin. 41: 603-609. DOI: 10.1557/Mrs.2016.161 |
0.34 |
|
| 2016 |
Vurpillot F, Lefebvre W, Cairney JM, Oberdorfer C, Geiser BP, Rajan K. Advanced volume reconstruction and data mining methods in atom probe tomography Mrs Bulletin. 41: 46-51. DOI: 10.1557/Mrs.2015.312 |
0.326 |
|
| 2016 |
Broderick SR, Santhanam GR, Rajan K. Harnessing the Big Data Paradigm for ICME: Shifting from Materials Selection to Materials Enabled Design Jom. 1-7. DOI: 10.1007/S11837-016-2019-6 |
0.333 |
|
| 2015 |
Broderick S, Rajan K. Informatics derived materials databases for multifunctional properties. Science and Technology of Advanced Materials. 16: 013501. PMID 27877737 DOI: 10.1088/1468-6996/16/1/013501 |
0.361 |
|
| 2015 |
Srinivasan S, Broderick SR, Zhang R, Mishra A, Sinnott SB, Saxena SK, LeBeau JM, Rajan K. Mapping Chemical Selection Pathways for Designing Multicomponent Alloys: an informatics framework for materials design. Scientific Reports. 5: 17960. PMID 26681142 DOI: 10.1038/Srep17960 |
0.379 |
|
| 2015 |
Srinivasan S, Kaluskar K, Broderick S, Rajan K. Extracting features buried within high density atom probe point cloud data through simplicial homology. Ultramicroscopy. PMID 25959554 DOI: 10.1016/J.Ultramic.2015.04.009 |
0.331 |
|
| 2015 |
Srinivasan S, Kaluskar K, Dumpala S, Broderick S, Rajan K. Automated voxelization of 3D atom probe data through kernel density estimation. Ultramicroscopy. PMID 25825028 DOI: 10.1016/J.Ultramic.2015.03.012 |
0.307 |
|
| 2015 |
Rajan K. Materials Informatics: The Materials "gene" and Big Data Annual Review of Materials Research. 45: 153-169. DOI: 10.1146/Annurev-Matsci-070214-021132 |
0.337 |
|
| 2015 |
Broderick SR, Rajan K. Discovering electronic signatures for phase stability of intermetallics via machine learning Springer Series in Materials Science. 225: 223-238. DOI: 10.1007/978-3-319-23871-5_12 |
0.348 |
|
| 2014 |
Zhang RF, Rajan K. Statistically based assessment of formation enthalpy for intermetallic compounds Chemical Physics Letters. 612: 177-181. DOI: 10.1016/J.Cplett.2014.08.024 |
0.323 |
|
| 2013 |
Srinivasan S, Rajan K. "Property Phase Diagrams" for Compound Semiconductors through Data Mining. Materials (Basel, Switzerland). 6: 279-290. PMID 28809308 DOI: 10.3390/Ma6010279 |
0.348 |
|
| 2013 |
Kelly TF, Miller MK, Rajan K, Ringer SP. Atomic-scale tomography: a 2020 vision. Microscopy and Microanalysis : the Official Journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada. 19: 652-64. PMID 23668837 DOI: 10.1017/S1431927613000494 |
0.334 |
|
| 2013 |
Suram SK, Rajan K. Calibration of reconstruction parameters in atom probe tomography using a single crystallographic orientation. Ultramicroscopy. 132: 136-42. PMID 23507030 DOI: 10.1016/J.Ultramic.2013.02.013 |
0.307 |
|
| 2013 |
Bryden A, Broderick S, Suram SK, Kaluskar K, LeSar R, Rajan K. Interactive visualization of APT data at full fidelity. Ultramicroscopy. 132: 129-35. PMID 23352804 DOI: 10.1016/J.Ultramic.2012.12.006 |
0.328 |
|
| 2013 |
Samudrala S, Wodo O, Suram SK, Broderick S, Rajan K, Ganapathysubramanian B. A graph-theoretic approach for characterization of precipitates from atom probe tomography data Computational Materials Science. 77: 335-342. DOI: 10.1016/J.Commatsci.2013.04.038 |
0.327 |
|
| 2013 |
Rajan K. Data Intensive Imaging and Microscopy: A Multidimensional Data Challenge Informatics For Materials Science and Engineering: Data-Driven Discovery For Accelerated Experimentation and Application. 495-512. DOI: 10.1016/B978-0-12-394399-6.00020-5 |
0.345 |
|
| 2013 |
Bryden A, Rajan K, LeSar R. Visualization in Materials Research: Rendering Strategies of Large Data Sets Informatics For Materials Science and Engineering: Data-Driven Discovery For Accelerated Experimentation and Application. 121-146. DOI: 10.1016/B978-0-12-394399-6.00007-2 |
0.316 |
|
| 2012 |
Kong CS, Luo W, Arapan S, Villars P, Iwata S, Ahuja R, Rajan K. Information-theoretic approach for the discovery of design rules for crystal chemistry. Journal of Chemical Information and Modeling. 52: 1812-20. PMID 22747243 DOI: 10.1021/Ci200628Z |
0.317 |
|
| 2012 |
Miller MK, Kelly TF, Rajan K, Ringer SP. The future of atom probe tomography Materials Today. 15: 158-165. DOI: 10.1016/S1369-7021(12)70069-X |
0.312 |
|
| 2012 |
Kong CS, Rajan K. Rational design of binary halide scintillators via data mining Nuclear Instruments and Methods in Physics Research, Section a: Accelerators, Spectrometers, Detectors and Associated Equipment. 680: 145-154. DOI: 10.1016/J.Nima.2012.03.050 |
0.321 |
|
| 2012 |
Bucholz EW, Kong CS, Marchman KR, Sawyer WG, Phillpot SR, Sinnott SB, Rajan K. Data-driven model for estimation of friction coefficient via informatics methods Tribology Letters. 47: 211-221. DOI: 10.1007/S11249-012-9975-Y |
0.329 |
|
| 2012 |
Broderick SR, Suh C, Provine J, Roper CS, Maboudian R, Howe RT, Rajan K. Application of principal component analysis to a full profile correlative analysis of FTIR spectra Surface and Interface Analysis. 44: 365-371. DOI: 10.1002/Sia.3813 |
0.584 |
|
| 2012 |
Suh C, Gadzuric S, Gaune‐Escard M, Rajan K. Materials Informatics for Molten Salts Chemistry Scopus. 355-366. DOI: 10.1002/9780470947777.Ch22 |
0.553 |
|
| 2011 |
Balachandran PV, Broderick SR, Rajan K. Identifying the 'inorganic gene' for high-temperature piezoelectric perovskites through statistical learning. Proceedings. Mathematical, Physical, and Engineering Sciences / the Royal Society. 467: 2271-2290. PMID 24959095 DOI: 10.1098/Rspa.2010.0543 |
0.343 |
|
| 2011 |
Potyrailo R, Rajan K, Stoewe K, Takeuchi I, Chisholm B, Lam H. Combinatorial and high-throughput screening of materials libraries: review of state of the art. Acs Combinatorial Science. 13: 579-633. PMID 21644562 DOI: 10.1021/Co200007W |
0.332 |
|
| 2011 |
Dahal H, Stukowski M, Graf MJ, Balatsky AV, Rajan K. An interactive 3D visualization tool for large scale data sets for quantitative atom probe tomography Materials Research Society Symposium Proceedings. 1349: 33-37. DOI: 10.1557/Opl.2011.1406 |
0.777 |
|
| 2011 |
Broderick SR, Aourag H, Rajan K. Data mining of TiAl semi-empirical parameters for developing reduced order models Physica B: Condensed Matter. 406: 2055-2060. DOI: 10.1016/J.Physb.2010.12.038 |
0.347 |
|
| 2011 |
Broderick SR, Rajan K. Informatics for mapping engineering data Proceedings of the 1st World Congress On Integrated Computational Materials Engineering, Icme. 159-164. DOI: 10.1002/9781118147726.Ch21 |
0.322 |
|
| 2010 |
Suram SK, Rajan K. Informatics for quantitative analysis of atom probe tomography images Materials Research Society Symposium Proceedings. 1231: 7-12. DOI: 10.1557/Proc-1231-Nn03-14 |
0.311 |
|
| 2010 |
Zenasni H, Aourag H, Broderick SR, Rajan K. Electronic structure prediction via data-mining the empirical pseudopotential method Physica Status Solidi (B) Basic Research. 247: 115-121. DOI: 10.1002/Pssb.200945268 |
0.34 |
|
| 2009 |
Suh C, Sieg SC, Heying MJ, Oliver JH, Maier WF, Rajan K. Visualization of high-dimensional combinatorial catalysis data. Journal of Combinatorial Chemistry. 11: 385-92. PMID 19298082 DOI: 10.1021/Cc800194J |
0.565 |
|
| 2009 |
Suh C, Gadzuric S, Gaune-Escard M, Rajan K. Multivariate Analysis for Chemistry-Property Relationships in Molten Salts Zeitschrift FüR Naturforschung A. 64: 467-476. DOI: 10.1515/Zna-2009-7-809 |
0.581 |
|
| 2009 |
Suh C, Rajan K. Data mining and informatics for crystal chemistry: Establishing measurement techniques for mapping structure-property relationships Materials Science and Technology. 25: 466-471. DOI: 10.1179/174328409X430483 |
0.592 |
|
| 2009 |
Hrubiak R, George L, Saxena SK, Rajan K. A materials database for exploring material properties Jom. 61: 59-62. DOI: 10.1007/S11837-009-0011-0 |
0.344 |
|
| 2009 |
Suh C, Rajan K. Informatics for chemical crystallography Jom. 61: 48-53. DOI: 10.1007/S11837-009-0009-7 |
0.56 |
|
| 2009 |
Rajan K. Informatics and integrated computational materials engineering: Part II Jom. 61: 47. DOI: 10.1007/S11837-009-0008-8 |
0.321 |
|
| 2009 |
Rajan K, Suh C, Mendez PF. Principal component analysis and dimensional analysis as materials informatics tools to reduce dimensionality in materials science and engineering Statistical Analysis and Data Mining. 1: 361-371. DOI: 10.1002/Sam.V1:6 |
0.587 |
|
| 2009 |
Broderick SR, Aourag H, Rajan K. Data mining density of states spectra for crystal structure classification: An inverse problem approach Statistical Analysis and Data Mining. 1: 353-360. DOI: 10.1002/Sam.V1:6 |
0.317 |
|
| 2009 |
Rajan K, Suh C, Mendez PF. Principal component analysis and dimensional analysis as materials informatics tools to reduce dimensionality in materials science and engineering: Materials Informatics Tools Statistical Analysis and Data Mining. 1: 361-371. DOI: 10.1002/Sam.10031 |
0.316 |
|
| 2008 |
Rajan K. Combinatorial materials sciences: Experimental strategies for accelerated knowledge discovery Annual Review of Materials Research. 38: 299-322. DOI: 10.1146/Annurev.Matsci.38.060407.130217 |
0.348 |
|
| 2008 |
Pettersson F, Suh C, Saxén H, Rajan K, Chakraborti N. Analyzing Sparse Data for Nitride Spinels Using Data Mining, Neural Networks, and Multiobjective Genetic Algorithms Materials and Manufacturing Processes. 24: 2-9. DOI: 10.1080/10426910802539762 |
0.59 |
|
| 2008 |
Lewis AC, Suh C, Stukowski M, Geltmacher AB, Rajan K, Spanos G. Tracking correlations between mechanical response and microstructure in three-dimensional reconstructions of a commercial stainless steel Scripta Materialia. 58: 575-578. DOI: 10.1016/J.Scriptamat.2007.11.030 |
0.761 |
|
| 2008 |
Broderick S, Suh C, Nowers J, Vogel B, Mallapragada S, Narasimhan B, Rajan K. Informatics for combinatorial materials science Jom. 60: 56-59. DOI: 10.1007/S11837-008-0035-X |
0.572 |
|
| 2008 |
Rajan K. Materials informatics Part I: A diversity of issues Jom. 60: 50. DOI: 10.1007/S11837-008-0032-0 |
0.353 |
|
| 2007 |
Tall PD, Ndiaye S, Beye AC, Zong Z, Soboyejo WO, Lee HJ, Ramirez AG, Rajan K. Nanoindentation of Ni-Ti thin films Materials and Manufacturing Processes. 22: 175-179. DOI: 10.1080/10426910601062222 |
0.306 |
|
| 2007 |
Sieg SC, Suh C, Schmidt T, Stukowski M, Rajan K, Maier WF. Principal component analysis of catalytic functions in the composition space of heterogeneous catalysts Qsar and Combinatorial Science. 26: 527-535. DOI: 10.1002/Qsar.200620074 |
0.745 |
|
| 2007 |
Nowers JR, Broderick SR, Rajan K, Narasimhan B. Combinatorial methods and informatics provide insight into physical properties and structure relationships during IPN formation Macromolecular Rapid Communications. 28: 972-976. DOI: 10.1002/Marc.200600780 |
0.337 |
|
| 2006 |
Liu Z, Chen L, Rajan K. Linking length scales via materials informatics Jom. 58: 42-50. DOI: 10.1007/S11837-006-0226-2 |
0.33 |
|
| 2006 |
Gadzuric S, Suh C, Gaune-Escard M, Rajan K. Extracting information from the molten salt database Metallurgical and Materials Transactions A. 37: 3411-3414. DOI: 10.1007/S11661-006-1034-6 |
0.588 |
|
| 2006 |
Lewis AC, Suh C, Stukowski M, Geltmacher AB, Spanos G, Rajan K. Quantitative analysis and feature recognition in 3-D microstructural data sets Jom. 58: 52-56. DOI: 10.1007/Bf02748496 |
0.762 |
|
| 2006 |
Suh C, Rajan K, Vogel BM, Narasimhan B, Mallapragada SK. Informatics Methods for Combinatorial Materials Science Combinatorial Materials Science. 109-119. DOI: 10.1002/9780470140475.Ch5 |
0.547 |
|
| 2005 |
Stukowski M, Suh C, Rajan K, D. Tall P, C. Beye A, G. Ramirez A, O. Soboyejo W, L. Benson M, Liaw P. Informatics for Combinatorial Experiments: Accelerating Data Interpretation Mrs Proceedings. 894. DOI: 10.1557/Proc-0894-Ll09-01 |
0.755 |
|
| 2005 |
Takeuchi I, Long CJ, Famodu OO, Murakami M, Hattrick-Simpers J, Rubloff GW, Stukowski M, Rajan K. Data management and visualization of x-ray diffraction spectra from thin film ternary composition spreads Review of Scientific Instruments. 76. DOI: 10.1063/1.1927079 |
0.765 |
|
| 2005 |
Suh C, Rajan K. Virtual screening and QSAR formulations for crystal chemistry Qsar and Combinatorial Science. 24: 114-119. DOI: 10.1002/Qsar.200420057 |
0.556 |
|
| 2004 |
Li H, Chandrasekaran H, Sunkara MK, Collazo R, Sitar Z, Stukowski M, Rajan K. Self-oriented Growth of GaN Films on Molten Gallium Mrs Proceedings. 831. DOI: 10.1557/Proc-831-E11.34 |
0.761 |
|
| 2004 |
Suh C, Rajan K. Combinatorial design of semiconductor chemistry for bandgap engineering: "Virtual" combinatorial experimentation Applied Surface Science. 223: 148-158. DOI: 10.1016/S0169-4332(03)00918-8 |
0.577 |
|
| 2003 |
Suh C, Rajagopalan A, Li X, Rajan K. Combinatorial Materials Design through Database Science Mrs Proceedings. 804. DOI: 10.1557/Proc-804-Jj9.23 |
0.695 |
|
| 2003 |
Rajagopalan A, Suh C, Li X, Rajan K. "Secondary" descriptor development for zeolite framework design: An informatics approach Applied Catalysis a: General. 254: 147-160. DOI: 10.1016/S0926-860X(03)00284-9 |
0.684 |
|
| 2003 |
Kelton KF, Croat TK, Gangopadhyay AK, Xing LQ, Greer AL, Weyland M, Li X, Rajan K. Mechanisms for nanocrystal formation in metallic glasses Journal of Non-Crystalline Solids. 317: 71-77. DOI: 10.1016/S0022-3093(02)02004-5 |
0.309 |
|
| 2003 |
Bhimarasetti G, Sunkara M, Graham U, Davis B, Suh C, Rajan K. Morphological Control of Tapered and Multi-Junctioned Carbon Tubular Structures Advanced Materials. 15: 1629-1632. DOI: 10.1002/Adma.200305400 |
0.514 |
|
| 2002 |
Suh C, Rajagopalan A, Li X, Rajan K. The application of Principal Component Analysis to materials science data Data Science Journal. 1: 19-26. DOI: 10.2481/Dsj.1.19 |
0.686 |
|
| 2001 |
Rajan K, Suh C, Rajagopalan A, Li X. Quantitative Structure-Activity Relationships (QSARs) for Materials Science Mrs Proceedings. 700. DOI: 10.1557/Proc-700-S7.5 |
0.684 |
|
| 1998 |
Šajgalík P, Rajan K, Riedel R. Sub-Grain Boundary Formation in Si3N4 Based Ceramics Key Engineering Materials. 229-234. DOI: 10.4028/Www.Scientific.Net/Kem.161-163.229 |
0.306 |
|
| 1998 |
Rajan K. Mechanical processes in chemical-mechanical planarization: Plasticity effects in oxide thin films Journal of Electronic Materials. 27: 1107-1111. DOI: 10.1007/S11664-998-0146-8 |
0.313 |
|
| 1995 |
Kallingal CG, Smith TR, Nemec C, Stoloff NS, Rajan K. Fatigue damage accumulation in Ni3Al and NiAl Materials Science and Engineering a-Structural Materials Properties Microstructure and Processing. 502-510. DOI: 10.1016/0921-5093(94)03269-6 |
0.311 |
|
| 1994 |
Singh RK, Rajan K. Critical issues in thin film microstructure development Journal of Electronic Materials. 23: 913-918. DOI: 10.1007/Bf02655364 |
0.305 |
|
| 1994 |
Trogolo JA, Roy R, Cuomo JJ, Rajan K. Crystallographic evolution of microstructure in thin film processing: part I: grain size distribution Journal of Electronic Materials. 23: 889-892. DOI: 10.1007/Bf02655360 |
0.325 |
|
| 1994 |
Trogolo JA, Rajan K. Near surface modification of silica structure induced by chemical/mechanical polishing Journal of Materials Science. 29: 4554-4558. DOI: 10.1007/Bf00376278 |
0.323 |
|
| 1992 |
Morris D, Sun Q, Lacelle C, Roth AP, Brebner JL, Simard-Normandin M, Rajan K. Structure property anisotropy in lattice-mismatched single heterostructures Journal of Applied Physics. 71: 2321-2327. DOI: 10.1063/1.351105 |
0.301 |
|
| 1984 |
Immarigeon JP, Rajan K, Wallace W. Microstructural Changes during Isothermal Forging of a Co-Cr-Mo Alloy Metallurgical and Materials Transactions a-Physical Metallurgy and Materials Science. 15: 339-345. DOI: 10.1007/Bf02645120 |
0.301 |
|
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