journal article·2018-03

Materials 4.0: Materials big data enabled materials discovery

Rajan Jose, Seeram Ramakrishna

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Abstract

Abstract Materials discovery is an incessant process and has been the landmark of human progress. This article sees the evolution of materials discovery in generations, its current generation as the fourth paradigm of materials research and term it as Materials 4.0, briefly describe the built-up infrastructure for the Materials 4.0, and cite few examples of materials discovery and lifecycle assessment under this protocol.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Machine Learning in Materials Science · Recycling and Waste Management Techniques · Electron and X-Ray Spectroscopy Techniques

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (36)

Show source-provided references
1. Naebe · Appl. Mater. Today · 2016 · 5 · 22310.1016/j.apmt.2016.10.001 ↗
2. http://www.gazettabyte.com/home/2015/6/28/alteras-30-billion-transistor-fpga.html.
3. Jain · APL Mater. · 2013 · 1 · 01100210.1063/1.4812323 ↗
4. Mulholland · APL Mater. · 2016 · 410.1063/1.4945422 ↗
5. Gautier · Nat. Chem. · 2015 · 7 · 30810.1038/nchem.2207 ↗
6. Agrawal · Integr. Mater. Manuf. Innov. · 2014 · 3 · 810.1186/2193-9772-3-8 ↗
7. Ramakrishna · J. Intell. Manuf. · 2018
8. Kalidindi · MRS Bull. · 2016 · 41 · 59610.1557/mrs.2016.164 ↗
9. Wong · JOM · 2016 · 68 · 202910.1007/s11837-016-1995-x ↗
10. Blaiszik · JOM · 2016 · 68 · 204510.1007/s11837-016-2001-3 ↗
11. https://www.materialsproject.org/.
12. Karls · 2016
13. Tadmor · Curr. Opin. Solid State Mater. Sci. · 2013 · 17 · 29810.1016/j.cossms.2013.10.004 ↗
14. http://chimad.northwestern.edu/.
15. Puchala · JOM · 2016 · 68 · 110.1007/s11837-016-1998-7 ↗
16. http://www.prisms-center.org/#/home.
17. https://nomad-coe.eu/.
18. Kaufman · Scr. Mater. · 2014 · 70 · 310.1016/j.scriptamat.2012.12.003 ↗
19. Puchala · JOM · 2016 · 68 · 203510.1007/s11837-016-1998-7 ↗
20. Agrawala · APL Mater. · 2016 · 4 · 05320810.1063/1.4946894 ↗
21. Le · Chem. Rev. · 2016 · 116 · 610710.1021/acs.chemrev.5b00691 ↗
22. Lookman · Curr. Opin. Solid State Mater. Sci. · 2017 · 21 · 12110.1016/j.cossms.2016.10.002 ↗
23. Ward · Curr. Opin. Solid State Mater. Sci. · 2017 · 21 · 16710.1016/j.cossms.2016.07.002 ↗
24. Raccuglia · Nature · 2016 · 533 · 7310.1038/nature17439 ↗
25. Meredig · Phys. Rev. B · 2014 · 89 · 09410410.1103/PhysRevB.89.094104 ↗
26. Liu · Scient. Rep. · 2015 · 5 · 1155110.1038/srep11551 ↗
27. Zhang · Scient. Rep. · 2017 · 7
28. Ieracitano · Commun. Comput. Inform. Sci. · 2017 · 744 · 2710.1007/978-3-319-65172-9_3 ↗
29. Ramakrishna · J. Mater. Sci. · 2010 · 45 · 628310.1007/s10853-010-4509-1 ↗
30. Esfahani · Materials · 2017 · 10 · 123810.3390/ma10111238 ↗
31. Nancharaiah · Bioresour. Technol. · 2015 · 195 · 10210.1016/j.biortech.2015.06.058 ↗
32. Cui · J. Hazard. Mater. · 2008 · 158 · 22810.1016/j.jhazmat.2008.02.001 ↗
33. Zhang · CIRP Ann. - Manuf. Technol. · 2004 · 53 · 510.1016/S0007-8506(07)60632-5 ↗
34. Cerri · Comput. Ind. · 2016 · 81 · 4710.1016/j.compind.2015.09.003 ↗
35. Lu · Concurr. Eng. Res. Appl. · 2011 · 19 · 30710.1177/1063293X11424513 ↗
36. Alaneme · Appl. Mater. Today · 2017 · 6 · 910.1016/j.apmt.2016.11.002 ↗