User menu

Accès à distance ? S'identifier sur le proxy UCLouvain

New frontiers for the materials genome initiative

  • Open access
  • PDF
  • 6.52 M
  1. de Pablo Juan J., Jones Barbara, Kovacs Cora Lind, Ozolins Vidvuds, Ramirez Arthur P., The Materials Genome Initiative, the interplay of experiment, theory and computation, 10.1016/j.cossms.2014.02.003
  2. Khaira Gurdaman, Doxastakis Manolis, Bowen Alec, Ren Jiaxing, Suh Hyo Seon, Segal-Peretz Tamar, Chen Xuanxuan, Zhou Chun, Hannon Adam F., Ferrier Nicola J., Vishwanath Venkatram, Sunday Daniel F., Gronheid Roel, Kline R. Joseph, de Pablo Juan J., Nealey Paul F., Derivation of Multiple Covarying Material and Process Parameters Using Physics-Based Modeling of X-ray Data, 10.1021/acs.macromol.7b00691
  3. Kim T. H., Puggioni D., Yuan Y., Xie L., Zhou H., Campbell N., Ryan P. J., Choi Y., Kim J.-W., Patzner J. R., Ryu S., Podkaminer J. P., Irwin J., Ma Y., Fennie C. J., Rzchowski M. S., Pan X. Q., Gopalan V., Rondinelli J. M., Eom C. B., Polar metals by geometric design, 10.1038/nature17628
  4. Gómez-Bombarelli Rafael, Aguilera-Iparraguirre Jorge, Hirzel Timothy D., Duvenaud David, Maclaurin Dougal, Blood-Forsythe Martin A., Chae Hyun Sik, Einzinger Markus, Ha Dong-Gwang, Wu Tony, Markopoulos Georgios, Jeon Soonok, Kang Hosuk, Miyazaki Hiroshi, Numata Masaki, Kim Sunghan, Huang Wenliang, Hong Seong Ik, Baldo Marc, Adams Ryan P., Aspuru-Guzik Alán, Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach, 10.1038/nmat4717
  5. Cubuk E. D., Schoenholz S. S., Rieser J. M., Malone B. D., Rottler J., Durian D. J., Kaxiras E., Liu A. J., Identifying Structural Flow Defects in Disordered Solids Using Machine-Learning Methods, 10.1103/physrevlett.114.108001
  6. Schoenholz S. S., Cubuk E. D., Sussman D. M., Kaxiras E., Liu A. J., A structural approach to relaxation in glassy liquids, 10.1038/nphys3644
  7. Mauro John C., Tandia Adama, Vargheese K. Deenamma, Mauro Yihong Z., Smedskjaer Morten M., Accelerating the Design of Functional Glasses through Modeling, 10.1021/acs.chemmater.6b01054
  8. Wilmer Christopher E., Leaf Michael, Lee Chang Yeon, Farha Omar K., Hauser Brad G., Hupp Joseph T., Snurr Randall Q., Large-scale screening of hypothetical metal–organic frameworks, 10.1038/nchem.1192
  9. Nazarian Dalar, Camp Jeffrey S., Chung Yongchul G., Snurr Randall Q., Sholl David S., Large-Scale Refinement of Metal−Organic Framework Structures Using Density Functional Theory, 10.1021/acs.chemmater.6b04226
  10. Richards William D., Wang Yan, Miara Lincoln J., Kim Jae Chul, Ceder Gerbrand, Design of Li1+2xZn1−xPS4, a new lithium ion conductor, 10.1039/c6ee02094a
  11. Yan Qimin, Yu Jie, Suram Santosh K., Zhou Lan, Shinde Aniketa, Newhouse Paul F., Chen Wei, Li Guo, Persson Kristin A., Gregoire John M., Neaton Jeffrey B., Solar fuels photoanode materials discovery by integrating high-throughput theory and experiment, 10.1073/pnas.1619940114
  12. Roy Anindya, Bennett Joseph W., Rabe Karin M., Vanderbilt David, Half-Heusler Semiconductors as Piezoelectrics, 10.1103/physrevlett.109.037602
  13. Gaultois Michael W., Sparks Taylor D., Borg Christopher K. H., Seshadri Ram, Bonificio William D., Clarke David R., Data-Driven Review of Thermoelectric Materials: Performance and Resource Considerations, 10.1021/cm400893e
  14. Lyubimov Ivan, Antony Lucas, Walters Diane M., Rodney David, Ediger M. D., de Pablo Juan J., Orientational anisotropy in simulated vapor-deposited molecular glasses, 10.1063/1.4928523
  15. Dalal Shakeel S., Walters Diane M., Lyubimov Ivan, de Pablo Juan J., Ediger M. D., Tunable molecular orientation and elevated thermal stability of vapor-deposited organic semiconductors, 10.1073/pnas.1421042112
  16. Reid Daniel R., Lyubimov Ivan, Ediger M. D., de Pablo Juan J., Age and structure of a model vapour-deposited glass, 10.1038/ncomms13062
  17. Beller, D. A. et al. Focal conic flower textures at curved interfaces. Phys. Rev. X 3, 041026 (2014).
  18. Darmon Alexandre, Benzaquen Michael, Čopar Simon, Dauchot Olivier, Lopez-Leon Teresa, Topological defects in cholesteric liquid crystal shells, 10.1039/c6sm01748g
  19. Serra Francesca, Gharbi Mohamed A., Luo Yimin, Liu Iris B., Bade Nathan D., Kamien Randall D., Yang Shu, Stebe Kathleen J., Curvature-Driven, One-Step Assembly of Reconfigurable Smectic Liquid Crystal “Compound Eye” Lenses, 10.1002/adom.201500153
  20. Ji Shengxiang, Nagpal Umang, Liao Wen, Liu Chi-Chun, de Pablo Juan J., Nealey Paul F., Three-dimensional Directed Assembly of Block Copolymers together with Two-dimensional Square and Rectangular Nanolithography, 10.1002/adma.201101813
  21. Chanpuriya Siddharth, Kim Kyungtae, Zhang Jingwen, Lee Sangwoo, Arora Akash, Dorfman Kevin D., Delaney Kris T., Fredrickson Glenn H., Bates Frank S., Cornucopia of Nanoscale Ordered Phases in Sphere-Forming Tetrablock Terpolymers, 10.1021/acsnano.6b00495
  22. Arora Akash, Qin Jian, Morse David C., Delaney Kris T., Fredrickson Glenn H., Bates Frank S., Dorfman Kevin D., Broadly Accessible Self-Consistent Field Theory for Block Polymer Materials Discovery, 10.1021/acs.macromol.6b00107
  23. Webb Michael A., Jung Yukyung, Pesko Danielle M., Savoie Brett M., Yamamoto Umi, Coates Geoffrey W., Balsara Nitash P., Wang Zhen-Gang, Miller Thomas F., Systematic Computational and Experimental Investigation of Lithium-Ion Transport Mechanisms in Polyester-Based Polymer Electrolytes, 10.1021/acscentsci.5b00195
  24. Pesko Danielle M., Webb Michael A., Jung Yukyung, Zheng Qi, Miller Thomas F., Coates Geoffrey W., Balsara Nitash P., Universal Relationship between Conductivity and Solvation-Site Connectivity in Ether-Based Polymer Electrolytes, 10.1021/acs.macromol.6b00851
  25. Miller Thomas F., Wang Zhen-Gang, Coates Geoffrey W., Balsara Nitash P., Designing Polymer Electrolytes for Safe and High Capacity Rechargeable Lithium Batteries, 10.1021/acs.accounts.6b00568
  26. Webb Michael A., Savoie Brett M., Wang Zhen-Gang, Miller III Thomas F., Chemically Specific Dynamic Bond Percolation Model for Ion Transport in Polymer Electrolytes, 10.1021/acs.macromol.5b01437
  27. Savoie Brett M., Webb Michael A., Miller Thomas F., Enhancing Cation Diffusion and Suppressing Anion Diffusion via Lewis-Acidic Polymer Electrolytes, 10.1021/acs.jpclett.6b02662
  28. Zheng Qi, Pesko Danielle M., Savoie Brett M., Timachova Ksenia, Hasan Alexandra L., Smith Mackensie C., Miller Thomas F., Coates Geoffrey W., Balsara Nitash P., Optimizing Ion Transport in Polyether-Based Electrolytes for Lithium Batteries, 10.1021/acs.macromol.7b02706
  29. Savoie B. M., Kohlstedt K. L., Jackson N. E., Chen L. X., Olvera de la Cruz M., Schatz G. C., Marks T. J., Ratner M. A., Mesoscale molecular network formation in amorphous organic materials, 10.1073/pnas.1409514111
  30. Jackson Nicholas E., Savoie Brett M., Chen Lin X., Ratner Mark A., A Simple Index for Characterizing Charge Transport in Molecular Materials, 10.1021/acs.jpclett.5b00135
  31. Jackson Nicholas E., Chen Lin X., Ratner Mark A., Charge transport network dynamics in molecular aggregates, 10.1073/pnas.1601915113
  32. Joo Yongho, Agarkar Varad, Sung Seung Hyun, Savoie Brett M., Boudouris Bryan W., A nonconjugated radical polymer glass with high electrical conductivity, 10.1126/science.aao7287
  33. Srivastava Samanvaya, Andreev Marat, Levi Adam E., Goldfeld David J., Mao Jun, Heller William T., Prabhu Vivek M., de Pablo Juan J., Tirrell Matthew V., Gel phase formation in dilute triblock copolyelectrolyte complexes, 10.1038/ncomms14131
  34. Li Lu, Srivastava Samanvaya, Andreev Marat, Marciel Amanda B., de Pablo Juan J., Tirrell Matthew V., Phase Behavior and Salt Partitioning in Polyelectrolyte Complex Coacervates, 10.1021/acs.macromol.8b00238
  35. Yu Jing, Jackson Nicholas E., Xu Xin, Brettmann Blair K., Ruths Marina, de Pablo Juan J., Tirrell Matthew, Multivalent ions induce lateral structural inhomogeneities in polyelectrolyte brushes, 10.1126/sciadv.aao1497
  36. Coley Connor W., Barzilay Regina, Jaakkola Tommi S., Green William H., Jensen Klavs F., Prediction of Organic Reaction Outcomes Using Machine Learning, 10.1021/acscentsci.7b00064
  37. Segler Marwin H. S., Waller Mark P., Modelling Chemical Reasoning to Predict and Invent Reactions, 10.1002/chem.201604556
  38. Cao Bing, Adutwum Lawrence A., Oliynyk Anton O., Luber Erik J., Olsen Brian C., Mar Arthur, Buriak Jillian M., How To Optimize Materials and Devices via Design of Experiments and Machine Learning: Demonstration Using Organic Photovoltaics, 10.1021/acsnano.8b04726
  39. Chavent Matthieu, Duncan Anna L, Sansom Mark SP, Molecular dynamics simulations of membrane proteins and their interactions: from nanoscale to mesoscale, 10.1016/j.sbi.2016.06.007
  40. Someya Takao, Bao Zhenan, Malliaras George G., The rise of plastic bioelectronics, 10.1038/nature21004
  41. Wojtecki Rudy J., Meador Michael A., Rowan Stuart J., Using the dynamic bond to access macroscopically responsive structurally dynamic polymers, 10.1038/nmat2891
  42. Laycock Bronwyn, Halley Peter, Pratt Steven, Werker Alan, Lant Paul, The chemomechanical properties of microbial polyhydroxyalkanoates, 10.1016/j.progpolymsci.2012.06.003
  43. Denissen Wim, Winne Johan M., Du Prez Filip E., Vitrimers: permanent organic networks with glass-like fluidity, 10.1039/c5sc02223a
  44. Zhu Jian-Bo, Watson Eli M., Tang Jing, Chen Eugene Y.-X., A synthetic polymer system with repeatable chemical recyclability, 10.1126/science.aar5498
  45. Dietz H., Douglas S. M., Shih W. M., Folding DNA into Twisted and Curved Nanoscale Shapes, 10.1126/science.1174251
  46. Savoie Brett M., Jackson Nicholas E., Chen Lin X., Marks Tobin J., Ratner Mark A., Mesoscopic Features of Charge Generation in Organic Semiconductors, 10.1021/ar5000852
  47. Pan Keyao, Kim Do-Nyun, Zhang Fei, Adendorff Matthew R., Yan Hao, Bathe Mark, Lattice-free prediction of three-dimensional structure of programmed DNA assemblies, 10.1038/ncomms6578
  48. Silverberg J. L., Evans A. A., McLeod L., Hayward R. C., Hull T., Santangelo C. D., Cohen I., Using origami design principles to fold reprogrammable mechanical metamaterials, 10.1126/science.1252876
  49. Miskin Marc Z., Dorsey Kyle J., Bircan Baris, Han Yimo, Muller David A., McEuen Paul L., Cohen Itai, Graphene-based bimorphs for micron-sized, autonomous origami machines, 10.1073/pnas.1712889115
  50. Rogers W. B., Manoharan V. N., Programming colloidal phase transitions with DNA strand displacement, 10.1126/science.1259762
  51. Wang Qiming, Jackson Julie A., Ge Qi, Hopkins Jonathan B., Spadaccini Christopher M., Fang Nicholas X., Lightweight Mechanical Metamaterials with Tunable Negative Thermal Expansion, 10.1103/physrevlett.117.175901
  52. Duoss Eric B., Weisgraber Todd H., Hearon Keith, Zhu Cheng, Small Ward, Metz Thomas R., Vericella John J., Barth Holly D., Kuntz Joshua D., Maxwell Robert S., Spadaccini Christopher M., Wilson Thomas S., Three-Dimensional Printing of Elastomeric, Cellular Architectures with Negative Stiffness, 10.1002/adfm.201400451
  53. Sydney Gladman A., Matsumoto Elisabetta A., Nuzzo Ralph G., Mahadevan L., Lewis Jennifer A., Biomimetic 4D printing, 10.1038/nmat4544
  54. Kim Jungwook, Hanna James A., Byun Myunghwan, Santangelo Christian D., Hayward Ryan C., Designing Responsive Buckled Surfaces by Halftone Gel Lithography, 10.1126/science.1215309
  55. Blees Melina K., Barnard Arthur W., Rose Peter A., Roberts Samantha P., McGill Kathryn L., Huang Pinshane Y., Ruyack Alexander R., Kevek Joshua W., Kobrin Bryce, Muller David A., McEuen Paul L., Graphene kirigami, 10.1038/nature14588
  56. Yllanes David, Bhabesh Sourav S., Nelson David R., Bowick Mark J., Thermal crumpling of perforated two-dimensional sheets, 10.1038/s41467-017-01551-y
  57. Bukusoglu Emre, Pal Santanu Kumar, de Pablo Juan J., Abbott Nicholas L., Colloid-in-liquid crystal gels formed via spinodal decomposition, 10.1039/c3sm51877a
  58. Ackerman, P. J. & Smalyukh, I. I. Diversity of knot solitons in liquid crystals manifested by linking of preimages in Torons and Hopfions. Phys. Rev. X 7, 11006 (2017).
  59. Tran Lisa, Lavrentovich Maxim O., Beller Daniel A., Li Ningwei, Stebe Kathleen J., Kamien Randall D., Lassoing saddle splay and the geometrical control of topological defects, 10.1073/pnas.1602703113
  60. DeCamp Stephen J., Redner Gabriel S., Baskaran Aparna, Hagan Michael F., Dogic Zvonimir, Orientational order of motile defects in active nematics, 10.1038/nmat4387
  61. Peng Chenhui, Turiv Taras, Guo Yubing, Wei Qi-Huo, Lavrentovich Oleg D., Command of active matter by topological defects and patterns, 10.1126/science.aah6936
  62. Driscoll Michelle, Delmotte Blaise, Youssef Mena, Sacanna Stefano, Donev Aleksandar, Chaikin Paul, Unstable fronts and motile structures formed by microrollers, 10.1038/nphys3970
  63. Wu Kun-Ta, Hishamunda Jean Bernard, Chen Daniel T. N., DeCamp Stephen J., Chang Ya-Wen, Fernández-Nieves Alberto, Fraden Seth, Dogic Zvonimir, Transition from turbulent to coherent flows in confined three-dimensional active fluids, 10.1126/science.aal1979
  64. Chen Bryan Gin-ge, Liu Bin, Evans Arthur A., Paulose Jayson, Cohen Itai, Vitelli Vincenzo, Santangelo C. D., Topological Mechanics of Origami and Kirigami, 10.1103/physrevlett.116.135501
  65. Nash Lisa M., Kleckner Dustin, Read Alismari, Vitelli Vincenzo, Turner Ari M., Irvine William T. M., Topological mechanics of gyroscopic metamaterials, 10.1073/pnas.1507413112
  66. Raney Jordan R., Nadkarni Neel, Daraio Chiara, Kochmann Dennis M., Lewis Jennifer A., Bertoldi Katia, Stable propagation of mechanical signals in soft media using stored elastic energy, 10.1073/pnas.1604838113
  67. Zeravcic Zorana, Manoharan Vinothan N., Brenner Michael P., Size limits of self-assembled colloidal structures made using specific interactions, 10.1073/pnas.1411765111
  68. Grason Gregory M., Perspective: Geometrically frustrated assemblies, 10.1063/1.4962629
  69. Jacobs William M., Frenkel Daan, Self-Assembly of Structures with Addressable Complexity, 10.1021/jacs.5b11918
  70. Litschel Thomas, Norton Michael M., Tserunyan Vardges, Fraden Seth, Engineering reaction–diffusion networks with properties of neural tissue, 10.1039/c7lc01187c
  71. Epstein Irving R., Vanag Vladimir K., Balazs Anna C., Kuksenok Olga, Dayal Pratyush, Bhattacharya Amitabh, Chemical Oscillators in Structured Media, 10.1021/ar200251j
  72. Tompkins Nathan, Cambria Matthew Carl, Wang Adam L., Heymann Michael, Fraden Seth, Creation and perturbation of planar networks of chemical oscillators, 10.1063/1.4922056
  73. Wright David C., Mermin N. David, Crystalline liquids: the blue phases, 10.1103/revmodphys.61.385
  74. Nelson David R., Seung H. Sebastian, Theory of melted flux liquids, 10.1103/physrevb.39.9153
  75. Benedek Nicole A., Fennie Craig J., Why Are There So Few Perovskite Ferroelectrics?, 10.1021/jp402046t
  76. Disa Ankit S., Kumah Divine P., Malashevich Andrei, Chen Hanghui, Arena Dario A., Specht Eliot D., Ismail-Beigi Sohrab, Walker F. J., Ahn Charles H., Orbital Engineering in Symmetry-Breaking Polar Heterostructures, 10.1103/physrevlett.114.026801
  77. Xu Yang, Miotkowski Ireneusz, Liu Chang, Tian Jifa, Nam Hyoungdo, Alidoust Nasser, Hu Jiuning, Shih Chih-Kang, Hasan M. Zahid, Chen Yong P., Observation of topological surface state quantum Hall effect in an intrinsic three-dimensional topological insulator, 10.1038/nphys3140
  78. Yeats Andrew L., Pan Yu, Richardella Anthony, Mintun Peter J., Samarth Nitin, Awschalom David D., Persistent optical gating of a topological insulator, 10.1126/sciadv.1500640
  79. Benedek Nicole A., Fennie Craig J., Hybrid Improper Ferroelectricity: A Mechanism for Controllable Polarization-Magnetization Coupling, 10.1103/physrevlett.106.107204
  80. Bocarsly Joshua D., Levin Emily E., Garcia Christina A. C., Schwennicke Kai, Wilson Stephen D., Seshadri Ram, A Simple Computational Proxy for Screening Magnetocaloric Compounds, 10.1021/acs.chemmater.6b04729
  81. Ornes Stephen, Core Concept: Topological insulators promise computing advances, insights into matter itself, 10.1073/pnas.1611504113
  82. Ornes S., Giant magnetoresistance, 10.1073/pnas.1302494110
  83. Schaak Raymond E., Mallouk Thomas E., Perovskites by Design:  A Toolbox of Solid-State Reactions, 10.1021/cm010689m
  84. Kim Myung-Gil, Kanatzidis Mercouri G., Facchetti Antonio, Marks Tobin J., Low-temperature fabrication of high-performance metal oxide thin-film electronics via combustion processing, 10.1038/nmat3011
  85. Llordés Anna, Wang Yang, Fernandez-Martinez Alejandro, Xiao Penghao, Lee Tom, Poulain Agnieszka, Zandi Omid, Saez Cabezas Camila A., Henkelman Graeme, Milliron Delia J., Linear topology in amorphous metal oxide electrochromic networks obtained via low-temperature solution processing, 10.1038/nmat4734
  86. Schlom Darrell G., Chen Long-Qing, Fennie Craig J., Gopalan Venkatraman, Muller David A., Pan Xiaoqing, Ramesh Ramamoorthy, Uecker Reinhard, Elastic strain engineering of ferroic oxides, 10.1557/mrs.2014.1
  87. Badding J. V., HIGH-PRESSURE SYNTHESIS, CHARACTERIZATION, AND TUNING OF SOLID STATE MATERIALS, 10.1146/annurev.matsci.28.1.631
  88. Bayindir Mehmet, Sorin Fabien, Abouraddy Ayman F., Viens Jeff, Hart Shandon D., Joannopoulos John D., Fink Yoel, Metal–insulator–semiconductor optoelectronic fibres, 10.1038/nature02937
  89. Greeley Jeff, Mavrikakis Manos, Alloy catalysts designed from first principles, 10.1038/nmat1223
  90. Curtarolo Stefano, Hart Gus L. W., Nardelli Marco Buongiorno, Mingo Natalio, Sanvito Stefano, Levy Ohad, The high-throughput highway to computational materials design, 10.1038/nmat3568
  91. Pizzi Giovanni, Cepellotti Andrea, Sabatini Riccardo, Marzari Nicola, Kozinsky Boris, AiiDA: automated interactive infrastructure and database for computational science, 10.1016/j.commatsci.2015.09.013
  92. Lin Li-Chiang, Berger Adam H., Martin Richard L., Kim Jihan, Swisher Joseph A., Jariwala Kuldeep, Rycroft Chris H., Bhown Abhoyjit S., Deem Michael W., Haranczyk Maciej, Smit Berend, In silico screening of carbon-capture materials, 10.1038/nmat3336
  93. Greeley Jeff, Jaramillo Thomas F., Bonde Jacob, Chorkendorff Ib, Nørskov Jens K., Computational high-throughput screening of electrocatalytic materials for hydrogen evolution, 10.1038/nmat1752
  94. Kalinin Sergei V., Sumpter Bobby G., Archibald Richard K., Big–deep–smart data in imaging for guiding materials design, 10.1038/nmat4395
  95. Montoya Joseph H., Seitz Linsey C., Chakthranont Pongkarn, Vojvodic Aleksandra, Jaramillo Thomas F., Nørskov Jens K., Materials for solar fuels and chemicals, 10.1038/nmat4778
  96. Pham Tuan Anh, Ping Yuan, Galli Giulia, Modelling heterogeneous interfaces for solar water splitting, 10.1038/nmat4803
  97. Jain Anubhav, Shin Yongwoo, Persson Kristin A., Computational predictions of energy materials using density functional theory, 10.1038/natrevmats.2015.4
  98. Lejaeghere K., Bihlmayer G., Bjorkman T., Blaha P., Blugel S., Blum V., Caliste D., Castelli I. E., Clark S. J., Dal Corso A., de Gironcoli S., Deutsch T., Dewhurst J. K., Di Marco I., Draxl C., Du ak M., Eriksson O., Flores-Livas J. A., Garrity K. F., Genovese L., Giannozzi P., Giantomassi M., Goedecker S., Gonze X., Granas O., Gross E. K. U., Gulans A., Gygi F., Hamann D. R., Hasnip P. J., Holzwarth N. A. W., Iu an D., Jochym D. B., Jollet F., Jones D., Kresse G., Koepernik K., Kucukbenli E., Kvashnin Y. O., Locht I. L. M., Lubeck S., Marsman M., Marzari N., Nitzsche U., Nordstrom L., Ozaki T., Paulatto L., Pickard C. J., Poelmans W., Probert M. I. J., Refson K., Richter M., Rignanese G.-M., Saha S., Scheffler M., Schlipf M., Schwarz K., Sharma S., Tavazza F., Thunstrom P., Tkatchenko A., Torrent M., Vanderbilt D., van Setten M. J., Van Speybroeck V., Wills J. M., Yates J. R., Zhang G.-X., Cottenier S., Reproducibility in density functional theory calculations of solids, 10.1126/science.aad3000
  99. Marzari Nicola, The frontiers and the challenges : Materials modelling, 10.1038/nmat4613
  100. Meredig Bryce, Wolverton C., A hybrid computational–experimental approach for automated crystal structure solution, 10.1038/nmat3490
  101. Mundy Julia A., Brooks Charles M., Holtz Megan E., Moyer Jarrett A., Das Hena, Rébola Alejandro F., Heron John T., Clarkson James D., Disseler Steven M., Liu Zhiqi, Farhan Alan, Held Rainer, Hovden Robert, Padgett Elliot, Mao Qingyun, Paik Hanjong, Misra Rajiv, Kourkoutis Lena F., Arenholz Elke, Scholl Andreas, Borchers Julie A., Ratcliff William D., Ramesh Ramamoorthy, Fennie Craig J., Schiffer Peter, Muller David A., Schlom Darrell G., Atomically engineered ferroic layers yield a room-temperature magnetoelectric multiferroic, 10.1038/nature19343
  102. Yadav A. K., Nelson C. T., Hsu S. L., Hong Z., Clarkson J. D., Schlepütz C. M., Damodaran A. R., Shafer P., Arenholz E., Dedon L. R., Chen D., Vishwanath A., Minor A. M., Chen L. Q., Scott J. F., Martin L. W., Ramesh R., Observation of polar vortices in oxide superlattices, 10.1038/nature16463
  103. Yang Qian, Sing-Long Carlos A., Reed Evan J., Learning reduced kinetic Monte Carlo models of complex chemistry from molecular dynamics, 10.1039/c7sc01052d
  104. Ramprasad Rampi, Batra Rohit, Pilania Ghanshyam, Mannodi-Kanakkithodi Arun, Kim Chiho, Machine learning in materials informatics: recent applications and prospects, 10.1038/s41524-017-0056-5
  105. Sholl David S., Lively Ryan P., Seven chemical separations to change the world, 10.1038/532435a
  106. Koros William J., Kratochvil Adam, Shu Shu, Husain Shabbir, Energy and Environmental Issues and Impacts of Membranes in Industry, Membrane Operations ISBN:9783527626779 p.139-165, 10.1002/9783527626779.ch7
  107. Alsbaiee Alaaeddin, Smith Brian J., Xiao Leilei, Ling Yuhan, Helbling Damian E., Dichtel William R., Rapid removal of organic micropollutants from water by a porous β-cyclodextrin polymer, 10.1038/nature16185
  108. Seo Pill Won, Bhadra Biswa Nath, Ahmed Imteaz, Khan Nazmul Abedin, Jhung Sung Hwa, Adsorptive Removal of Pharmaceuticals and Personal Care Products from Water with Functionalized Metal-organic Frameworks: Remarkable Adsorbents with Hydrogen-bonding Abilities, 10.1038/srep34462
  109. Koros William J., Zhang Chen, Materials for next-generation molecularly selective synthetic membranes, 10.1038/nmat4805
  110. Xu Liren, Rungta Meha, Brayden Mark K., Martinez Marcos V., Stears Brien A., Barbay Gregory A., Koros William J., Olefins-selective asymmetric carbon molecular sieve hollow fiber membranes for hybrid membrane-distillation processes for olefin/paraffin separations, 10.1016/j.memsci.2012.08.028
  111. Lawler Keith V., Hulvey Zeric, Forster Paul M., Nanoporous metal formates for krypton/xenon separation, 10.1039/c3cc44374d
  112. Lawler Keith V., Hulvey Zeric, Forster Paul M., On the importance of a precise crystal structure for simulating gas adsorption in nanoporous materials, 10.1039/c5cp01544h
  113. Rui Zebao, James Joshua B., Kasik Alexandra, Lin Y. S., Metal-organic framework membrane process for high purity CO2production, 10.1002/aic.15367
  114. Shah Mansi S., Tsapatsis Michael, Siepmann J. Ilja, Identifying Optimal Zeolitic Sorbents for Sweetening of Highly Sour Natural Gas, 10.1002/anie.201600612
  115. Raccuglia Paul, Elbert Katherine C., Adler Philip D. F., Falk Casey, Wenny Malia B., Mollo Aurelio, Zeller Matthias, Friedler Sorelle A., Schrier Joshua, Norquist Alexander J., Machine-learning-assisted materials discovery using failed experiments, 10.1038/nature17439
  116. McDaniel Jesse G., Schmidt J.R., Next-Generation Force Fields from Symmetry-Adapted Perturbation Theory, 10.1146/annurev-physchem-040215-112047
  117. Li Zhenwei, Kermode James R., De Vita Alessandro, Molecular Dynamics with On-the-Fly Machine Learning of Quantum-Mechanical Forces, 10.1103/physrevlett.114.096405
  118. Botu V., Batra R., Chapman J., Ramprasad R., Machine Learning Force Fields: Construction, Validation, and Outlook, 10.1021/acs.jpcc.6b10908
  119. Fernandez Michael, Woo Tom K., Wilmer Christopher E., Snurr Randall Q., Large-Scale Quantitative Structure–Property Relationship (QSPR) Analysis of Methane Storage in Metal–Organic Frameworks, 10.1021/jp4006422
  120. Jain Anubhav, Ong Shyue Ping, Hautier Geoffroy, Chen Wei, Richards William Davidson, Dacek Stephen, Cholia Shreyas, Gunter Dan, Skinner David, Ceder Gerbrand, Persson Kristin A., Commentary: The Materials Project: A materials genome approach to accelerating materials innovation, 10.1063/1.4812323
  121. Green M. L., Choi C. L., Hattrick-Simpers J. R., Joshi A. M., Takeuchi I., Barron S. C., Campo E., Chiang T., Empedocles S., Gregoire J. M., Kusne A. G., Martin J., Mehta A., Persson K., Trautt Z., Van Duren J., Zakutayev A., Fulfilling the promise of the materials genome initiative with high-throughput experimental methodologies, 10.1063/1.4977487
  122. Hernandez-Fernandez Patricia, Masini Federico, McCarthy David N., Strebel Christian E., Friebel Daniel, Deiana Davide, Malacrida Paolo, Nierhoff Anders, Bodin Anders, Wise Anna M., Nielsen Jane H., Hansen Thomas W., Nilsson Anders, Stephens Ifan E. L., Chorkendorff Ib, Mass-selected nanoparticles of Pt x Y as model catalysts for oxygen electroreduction, 10.1038/nchem.2001
  123. Castelli Ivano E., Hüser Falco, Pandey Mohnish, Li Hong, Thygesen Kristian S., Seger Brian, Jain Anubhav, Persson Kristin A., Ceder Gerbrand, Jacobsen Karsten W., New Light-Harvesting Materials Using Accurate and Efficient Bandgap Calculations, 10.1002/aenm.201400915
  124. Ong Shyue Ping, Mo Yifei, Richards William Davidson, Miara Lincoln, Lee Hyo Sug, Ceder Gerbrand, Phase stability, electrochemical stability and ionic conductivity of the Li10±1MP2X12(M = Ge, Si, Sn, Al or P, and X = O, S or Se) family of superionic conductors, 10.1039/c2ee23355j
  125. Kato Yuki, Hori Satoshi, Saito Toshiya, Suzuki Kota, Hirayama Masaaki, Mitsui Akio, Yonemura Masao, Iba Hideki, Kanno Ryoji, High-power all-solid-state batteries using sulfide superionic conductors, 10.1038/nenergy.2016.30
  126. Samsonidze Georgy, Kozinsky Boris, Accelerated Screening of Thermoelectric Materials by First-Principles Computations of Electron-Phonon Scattering, 10.1002/aenm.201800246
  127. Vojvodic Aleksandra, Nørskov Jens K., New design paradigm for heterogeneous catalysts, 10.1093/nsr/nwv023
  128. Seh Zhi Wei, Kibsgaard Jakob, Dickens Colin F., Chorkendorff Ib, Nørskov Jens K., Jaramillo Thomas F., Combining theory and experiment in electrocatalysis: Insights into materials design, 10.1126/science.aad4998
  129. Rajput Nav Nidhi, Seguin Trevor J., Wood Brandon M., Qu Xiaohui, Persson Kristin A., Elucidating Solvation Structures for Rational Design of Multivalent Electrolytes—A Review, 10.1007/s41061-018-0195-2
  130. Olson G. B., Designing a New Material World, 10.1126/science.288.5468.993
  131. Council, N. R. Integrated Computational Materials Engineering: A Transformational Discipline for Improved Competitiveness and National Security (The National Academies Press, Washington, DC, 2008).
  132. Kattner U. R., Campbell C. E., Invited review: Modelling of thermodynamics and diffusion in multicomponent systems, 10.1179/174328408x372001
  133. Schafrik Robert E., Materials for a Non-Steady-State World, 10.1007/s11661-016-3442-6
  134. Pollock Tresa M., Alloy design for aircraft engines, 10.1038/nmat4709
  135. United States National Research Council. Application of Lightweighting Technology to Military Vehicles, Vessels, and Aircraft (National Academies Press, Washington, DC, 2012).
  136. Reed R.C., Tao T., Warnken N., Alloys-By-Design: Application to nickel-based single crystal superalloys, 10.1016/j.actamat.2009.08.018
  137. Van der Ven A., Ceder G., Asta M., Tepesch P. D., First-principles theory of ionic diffusion with nondilute carriers, 10.1103/physrevb.64.184307
  138. Kolmogorov A. N., Shah S., Margine E. R., Bialon A. F., Hammerschmidt T., Drautz R., New Superconducting and Semiconducting Fe-B Compounds Predicted with anAb InitioEvolutionary Search, 10.1103/physrevlett.105.217003
  139. Yang Kesong, Setyawan Wahyu, Wang Shidong, Buongiorno Nardelli Marco, Curtarolo Stefano, A search model for topological insulators with high-throughput robustness descriptors, 10.1038/nmat3332
  140. Gautier Romain, Zhang Xiuwen, Hu Linhua, Yu Liping, Lin Yuyuan, Sunde Tor O. L., Chon Danbee, Poeppelmeier Kenneth R., Zunger Alex, Prediction and accelerated laboratory discovery of previously unknown 18-electron ABX compounds, 10.1038/nchem.2207
  141. Tumbleston J. R., Shirvanyants D., Ermoshkin N., Janusziewicz R., Johnson A. R., Kelly D., Chen K., Pinschmidt R., Rolland J. P., Ermoshkin A., Samulski E. T., DeSimone J. M., Continuous liquid interface production of 3D objects, 10.1126/science.aaa2397
  142. Valentine Alexander D., Busbee Travis A., Boley John William, Raney Jordan R., Chortos Alex, Kotikian Arda, Berrigan John Daniel, Durstock Michael F., Lewis Jennifer A., Hybrid 3D Printing of Soft Electronics, 10.1002/adma.201703817
  143. An Jia, Teoh Joanne Ee Mei, Suntornnond Ratima, Chua Chee Kai, Design and 3D Printing of Scaffolds and Tissues, 10.15302/j-eng-2015061
  144. Do Anh-Vu, Khorsand Behnoush, Geary Sean M., Salem Aliasger K., 3D Printing of Scaffolds for Tissue Regeneration Applications, 10.1002/adhm.201500168
  145. Bergmann Christian, Lindner Markus, Zhang Wen, Koczur Karolina, Kirsten Armin, Telle Rainer, Fischer Horst, 3D printing of bone substitute implants using calcium phosphate and bioactive glasses, 10.1016/j.jeurceramsoc.2010.04.037
  146. Groeber Michael A, Jackson Michael A, DREAM.3D: A Digital Representation Environment for the Analysis of Microstructure in 3D, 10.1186/2193-9772-3-5
  147. Becker Chandler A., Tavazza Francesca, Trautt Zachary T., Buarque de Macedo Robert A., Considerations for choosing and using force fields and interatomic potentials in materials science and engineering, 10.1016/j.cossms.2013.10.001
  148. Schaedler T. A., Jacobsen A. J., Torrents A., Sorensen A. E., Lian J., Greer J. R., Valdevit L., Carter W. B., Ultralight Metallic Microlattices, 10.1126/science.1211649
  149. Bauer J., Hengsbach S., Tesari I., Schwaiger R., Kraft O., High-strength cellular ceramic composites with 3D microarchitecture, 10.1073/pnas.1315147111
  150. Robertson Ian M., Schuh Christopher A., Vetrano John S., Browning Nigel D., Field David P., Jensen Dorte Juul, Miller Michael K., Baker Ian, Dunand David C., Dunin-Borkowski Rafal, Kabius Bernd, Kelly Tom, Lozano-Perez Sergio, Misra Amit, Rohrer Gregory S., Rollett Anthony D., Taheri Mitra L., Thompson Greg B., Uchic Michael, Wang Xun-Li, Was Gary, Towards an integrated materials characterization toolbox, 10.1557/jmr.2011.41
  151. Griffith M. L., Ensz M. T., Puskar J. D., Robino C. V., Brooks J. A., Philliber J. A., Smugeresky J. E., Hofmeister W. H., Understanding the Microstructure and Properties of Components Fabricated by Laser Engineered Net Shaping (LENS), 10.1557/proc-625-9
  152. Beuth, J. et al. Process mapping for qaulification across multiple direct metal additive manufacturing processes. Proc. SFF Symp. Austin, TX 1, 655–665 (2013).
  153. Vasinonta Aditad, Beuth Jack L., Griffith Michelle, Process Maps for Predicting Residual Stress and Melt Pool Size in the Laser-Based Fabrication of Thin-Walled Structures, 10.1115/1.2335852
  154. Yang Jia, Wang Fude, 3D finite element temperature field modelling for direct laser fabrication, 10.1007/s00170-008-1785-x
  155. Zäh M. F., Lutzmann S., Modelling and simulation of electron beam melting, 10.1007/s11740-009-0197-6
  156. Sames W. J., List F. A., Pannala S., Dehoff R. R., Babu S. S., The metallurgy and processing science of metal additive manufacturing, 10.1080/09506608.2015.1116649
  157. Körner C., Additive manufacturing of metallic components by selective electron beam melting — a review, 10.1080/09506608.2016.1176289
  158. Lewandowski John J., Seifi Mohsen, Metal Additive Manufacturing: A Review of Mechanical Properties, 10.1146/annurev-matsci-070115-032024
  159. Wang, L., Felicelli, S. D. & Craig, J. E. Thermal modeling and experimental validation in the LENS(TM) process. in Proc. Solid Freeform Fabrication Symposium. 100–111 (2007).
  160. Baufeld Bernd, Biest Omer Van der, Gault Rosemary, Additive manufacturing of Ti–6Al–4V components by shaped metal deposition: Microstructure and mechanical properties, 10.1016/j.matdes.2009.11.032
  161. Wong Kaufui V., Hernandez Aldo, A Review of Additive Manufacturing, 10.5402/2012/208760
  162. Brandl Erhard, Schoberth Achim, Leyens Christoph, Morphology, microstructure, and hardness of titanium (Ti-6Al-4V) blocks deposited by wire-feed additive layer manufacturing (ALM), 10.1016/j.msea.2011.10.095
  163. Frazier William E., Metal Additive Manufacturing: A Review, 10.1007/s11665-014-0958-z
  164. Murr Lawrence E., Gaytan Sara M., Ramirez Diana A., Martinez Edwin, Hernandez Jennifer, Amato Krista N., Shindo Patrick W., Medina Francisco R., Wicker Ryan B., Metal Fabrication by Additive Manufacturing Using Laser and Electron Beam Melting Technologies, 10.1016/s1005-0302(12)60016-4
  165. Murr L.E., Gaytan S.M., Ceylan A., Martinez E., Martinez J.L., Hernandez D.H., Machado B.I., Ramirez D.A., Medina F., Collins S., Characterization of titanium aluminide alloy components fabricated by additive manufacturing using electron beam melting, 10.1016/j.actamat.2009.11.032
  166. Martina F., Mehnen J., Williams S.W., Colegrove P., Wang F., Investigation of the benefits of plasma deposition for the additive layer manufacture of Ti–6Al–4V, 10.1016/j.jmatprotec.2012.02.002
  167. Reid Daniel R., Pashine Nidhi, Wozniak Justin M., Jaeger Heinrich M., Liu Andrea J., Nagel Sidney R., de Pablo Juan J., Auxetic metamaterials from disordered networks, 10.1073/pnas.1717442115
  168. Rocks Jason W., Pashine Nidhi, Bischofberger Irmgard, Goodrich Carl P., Liu Andrea J., Nagel Sidney R., Designing allostery-inspired response in mechanical networks, 10.1073/pnas.1612139114
  169. DeCost Brian L., Holm Elizabeth A., A computer vision approach for automated analysis and classification of microstructural image data, 10.1016/j.commatsci.2015.08.011
  170. Oliynyk Anton O., Antono Erin, Sparks Taylor D., Ghadbeigi Leila, Gaultois Michael W., Meredig Bryce, Mar Arthur, High-Throughput Machine-Learning-Driven Synthesis of Full-Heusler Compounds, 10.1021/acs.chemmater.6b02724
  171. Carrete Jesús, Mingo Natalio, Wang Shidong, Curtarolo Stefano, Nanograined Half-Heusler Semiconductors as Advanced Thermoelectrics: An Ab Initio High-Throughput Statistical Study, 10.1002/adfm.201401201
  172. Gaultois Michael W., Oliynyk Anton O., Mar Arthur, Sparks Taylor D., Mulholland Gregory J., Meredig Bryce, Perspective: Web-based machine learning models for real-time screening of thermoelectric materials properties, 10.1063/1.4952607
  173. Buffon Malinda L. C., Laurita Geneva, Verma Nisha, Lamontagne Leo, Ghadbeigi Leila, Lloyd Demetrious L., Sparks Taylor D., Pollock Tresa M., Seshadri Ram, Enhancement of thermoelectric properties in the Nb–Co–Sn half-Heusler/Heusler system through spontaneous inclusion of a coherent second phase, 10.1063/1.4961215
  174. Douglas Jason E., Chater Philip A., Brown Craig M., Pollock Tresa M., Seshadri Ram, Nanoscale structural heterogeneity in Ni-rich half-Heusler TiNiSn, 10.1063/1.4900497
  175. McIlroy Claire, Olmsted Peter D., Deformation of an amorphous polymer during the fused-filament-fabrication method for additive manufacturing, 10.1122/1.4976839
  176. Salzbrenner Bradley C., Rodelas Jeffrey M., Madison Jonathan D., Jared Bradley H., Swiler Laura P., Shen Yu-Lin, Boyce Brad L., High-throughput stochastic tensile performance of additively manufactured stainless steel, 10.1016/j.jmatprotec.2016.10.023
  177. Mayer H., Recent developments in ultrasonic fatigue : Recent Developments in Ultrasonic Fatigue, 10.1111/ffe.12365
  178. Zhu X., Jones J.W., Allison J.E., Effect of Frequency, Environment, and Temperature on Fatigue Behavior of E319 Cast-Aluminum Alloy: Small-Crack Propagation, 10.1007/s11661-008-9630-2
  179. Guan Yingfeng, Wang Xingwu, Liu Yuandan, Potter Michael D., Sorge Korey D., Rack Philip D., Combinatorial synthesis and characterization of magnetic FexAl1−xNyO1−y thin films, 10.1016/j.tsf.2007.10.122
  180. Su Hui, Hou Yongjin, Houk Robert S., Schrader Glenn L., Yeung Edward S., Combinatorial Screening of Heterogeneous Catalysts in Selective Oxidation of Naphthalene by Laser-Induced Fluorescence Imaging, 10.1021/ac015513i
  181. Cassell Alan M., Verma Sunita, Delzeit Lance, Meyyappan M., Han Jie, Combinatorial Optimization of Heterogeneous Catalysts Used in the Growth of Carbon Nanotubes, 10.1021/la001273a
  182. Unosson Erik, Rodriguez Daniel, Welch Ken, Engqvist Håkan, Reactive combinatorial synthesis and characterization of a gradient Ag–Ti oxide thin film with antibacterial properties, 10.1016/j.actbio.2014.09.048
  183. Zhao J.-C., A Combinatorial Approach for Structural Materials, 10.1002/1527-2648(200103)3:3<143::aid-adem143>3.0.co;2-f
  184. ZHAO J, Combinatorial approaches as effective tools in the study of phase diagrams and composition–structure–property relationships, 10.1016/j.pmatsci.2005.10.001
  185. Cover Picture: steel research int. 1/2016, 10.1002/srin.201670011
  186. Kuehn, M. et al. Automated confocal laser scanning microscopy and semiautomated image processing for analysis of biofilms. Appl. Environ. Microbiol. 64, 4115–4127 (1998).
  187. Spowart Jonathan E., Automated serial sectioning for 3-D analysis of microstructures, 10.1016/j.scriptamat.2006.01.019
  188. Hur Su-Mi, Thapar Vikram, Ramírez-Hernández Abelardo, Khaira Gurdaman, Segal-Peretz Tamar, Rincon-Delgadillo Paulina A., Li Weihua, Müller Marcus, Nealey Paul F., de Pablo Juan J., Molecular pathways for defect annihilation in directed self-assembly, 10.1073/pnas.1508225112
  189. Butler Keith T., Davies Daniel W., Cartwright Hugh, Isayev Olexandr, Walsh Aron, Machine learning for molecular and materials science, 10.1038/s41586-018-0337-2
  190. Granda Jarosław M., Donina Liva, Dragone Vincenza, Long De-Liang, Cronin Leroy, Controlling an organic synthesis robot with machine learning to search for new reactivity, 10.1038/s41586-018-0307-8
  191. Weber Angelika, von Roedern Erich, Stilz Hans Ulrich, SynCar:  An Approach to Automated Synthesis, 10.1021/cc049838z
  192. Shevlin Michael, Practical High-Throughput Experimentation for Chemists, 10.1021/acsmedchemlett.7b00165
  193. Godfrey Alexander G., Masquelin Thierry, Hemmerle Horst, A remote-controlled adaptive medchem lab: an innovative approach to enable drug discovery in the 21st Century, 10.1016/j.drudis.2013.03.001
  194. Ley Steven V., Fitzpatrick Daniel E., Ingham Richard. J., Myers Rebecca M., Organic Synthesis: March of the Machines, 10.1002/anie.201410744
  195. Chan Emory M., Xu Chenxu, Mao Alvin W., Han Gang, Owen Jonathan S., Cohen Bruce E., Milliron Delia J., Reproducible, High-Throughput Synthesis of Colloidal Nanocrystals for Optimization in Multidimensional Parameter Space, 10.1021/nl100669s
  196. Green Martin L., Takeuchi Ichiro, Hattrick-Simpers Jason R., Applications of high throughput (combinatorial) methodologies to electronic, magnetic, optical, and energy-related materials, 10.1063/1.4803530
  197. Kim Edward, Huang Kevin, Jegelka Stefanie, Olivetti Elsa, Virtual screening of inorganic materials synthesis parameters with deep learning, 10.1038/s41524-017-0055-6
  198. Kim Edward, Huang Kevin, Saunders Adam, McCallum Andrew, Ceder Gerbrand, Olivetti Elsa, Materials Synthesis Insights from Scientific Literature via Text Extraction and Machine Learning, 10.1021/acs.chemmater.7b03500
  199. Lawson Alexander J., Swienty-Busch Jürgen, Géoui Thibault, Evans David, The Making of Reaxys—Towards Unobstructed Access to Relevant Chemistry Information, ACS Symposium Series (2014) ISBN:0841229457 p.127-148, 10.1021/bk-2014-1164.ch008
  200. Zhou George, Moment Aaron, Yaung Stephanie, Cote Aaron, Hu Tseng-En, Evolution and Application of an Automated Platform for the Development of Crystallization Processes, 10.1021/op400187h
  201. Aspuru-Guzik, A. & Persson, K. Materials Acceleration Platform: Accelerating Advanced Energy Materials Discovery by Integrating High-Throughput Methods and Artificial Intelligence. Mission Innovation: Innovation Challenge 6. (2018).
  202. May Mike, Companies in the cloud: Digitizing lab operations, 10.1126/science.355.6324.532
  203. Madhavan Krishna, Zentner Lynn, Farnsworth Victoria, Shivarajapura Swaroop, Zentner Michael, Denny Nathan, Klimeck Gerhard, nanoHUB.org: cloud-based services for nanoscale modeling, simulation, and education, 10.1515/ntrev-2012-0043
  204. Swain Matthew C., Cole Jacqueline M., ChemDataExtractor: A Toolkit for Automated Extraction of Chemical Information from the Scientific Literature, 10.1021/acs.jcim.6b00207
  205. Ghiringhelli Luca M., Carbogno Christian, Levchenko Sergey, Mohamed Fawzi, Huhs Georg, Lüders Martin, Oliveira Micael, Scheffler Matthias, Towards efficient data exchange and sharing for big-data driven materials science: metadata and data formats, 10.1038/s41524-017-0048-5
  206. Wilkinson Mark D., Dumontier Michel, Aalbersberg IJsbrand Jan, Appleton Gabrielle, Axton Myles, Baak Arie, Blomberg Niklas, Boiten Jan-Willem, da Silva Santos Luiz Bonino, Bourne Philip E., Bouwman Jildau, Brookes Anthony J., Clark Tim, Crosas Mercè, Dillo Ingrid, Dumon Olivier, Edmunds Scott, Evelo Chris T., Finkers Richard, Gonzalez-Beltran Alejandra, Gray Alasdair J.G., Groth Paul, Goble Carole, Grethe Jeffrey S., Heringa Jaap, ’t Hoen Peter A.C, Hooft Rob, Kuhn Tobias, Kok Ruben, Kok Joost, Lusher Scott J., Martone Maryann E., Mons Albert, Packer Abel L., Persson Bengt, Rocca-Serra Philippe, Roos Marco, van Schaik Rene, Sansone Susanna-Assunta, Schultes Erik, Sengstag Thierry, Slater Ted, Strawn George, Swertz Morris A., Thompson Mark, van der Lei Johan, van Mulligen Erik, Velterop Jan, Waagmeester Andra, Wittenburg Peter, Wolstencroft Katherine, Zhao Jun, Mons Barend, The FAIR Guiding Principles for scientific data management and stewardship, 10.1038/sdata.2016.18
  207. Jain Anubhav, Persson Kristin A., Ceder Gerbrand, Research Update: The materials genome initiative: Data sharing and the impact of collaborative ab initio databases, 10.1063/1.4944683
  208. Qiu H., Hudson Z. M., Winnik M. A., Manners I., Multidimensional hierarchical self-assembly of amphiphilic cylindrical block comicelles, 10.1126/science.1261816
  209. Coskun M. Bulut, Qiu Ling, Arefin Md. Shamsul, Neild Adrian, Yuce Mehmet, Li Dan, Alan Tuncay, Detecting Subtle Vibrations Using Graphene-Based Cellular Elastomers, 10.1021/acsami.7b01207
  210. Zhang Qisheng, Li Jie, Shizu Katsuyuki, Huang Shuping, Hirata Shuzo, Miyazaki Hiroshi, Adachi Chihaya, Design of Efficient Thermally Activated Delayed Fluorescence Materials for Pure Blue Organic Light Emitting Diodes, 10.1021/ja306538w
  211. Gao Jun, Chen Shulun, AlTal Faleh, Hu Shiyu, Bouffier Laurent, Wantz Guillaume, Bipolar Electrode Array Embedded in a Polymer Light-Emitting Electrochemical Cell, 10.1021/acsami.7b11204
  212. Cunningham Patrick D., Souza João B., Fedin Igor, She Chunxing, Lee Byeongdu, Talapin Dmitri V., Assessment of Anisotropic Semiconductor Nanorod and Nanoplatelet Heterostructures with Polarized Emission for Liquid Crystal Display Technology, 10.1021/acsnano.5b07949
  213. Gonzalez Miguel I., Kapelewski Matthew T., Bloch Eric D., Milner Phillip J., Reed Douglas A., Hudson Matthew R., Mason Jarad A., Barin Gokhan, Brown Craig M., Long Jeffrey R., Separation of Xylene Isomers through Multiple Metal Site Interactions in Metal–Organic Frameworks, 10.1021/jacs.7b13825
  214. Greeley J., Stephens I. E. L., Bondarenko A. S., Johansson T. P., Hansen H. A., Jaramillo T. F., Rossmeisl J., Chorkendorff I., Nørskov J. K., Alloys of platinum and early transition metals as oxygen reduction electrocatalysts, 10.1038/nchem.367
  215. Lee Hyun-Taek, Kim Min-Soo, Lee Gil-Yong, Kim Chung-Soo, Ahn Sung-Hoon, Shape Memory Alloy (SMA)-Based Microscale Actuators with 60% Deformation Rate and 1.6 kHz Actuation Speed, 10.1002/smll.201801023
Bibliographic reference de Pablo, Juan J. ; Jackson, Nicholas E. ; Webb, Michael A. ; Chen, Long-Qing ; Moore, Joel E. ; et. al. New frontiers for the materials genome initiative. In: npj Computational Materials, Vol. 5, no.1, p. - (2019)
Permanent URL http://hdl.handle.net/2078.1/215160