Commentary: The Materials Project: A materials genome approach to accelerating materials innovation
Source abstract
Abstract
Accelerating the discovery of advanced materials is essential for human welfare and sustainable, clean energy. In this paper, we introduce the Materials Project (www.materialsproject.org), a core program of the Materials Genome Initiative that uses high-throughput computing to uncover the properties of all known inorganic materials. This open dataset can be accessed through multiple channels for both interactive exploration and data mining. The Materials Project also seeks to create open-source platforms for developing robust, sophisticated materials analyses. Future efforts will enable users to perform ‘‘rapid-prototyping’’ of new materials in silico, and provide researchers with new avenues for cost-effective, data-driven materials design.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Machine Learning in Materials Science · Inorganic Chemistry and Materials · X-ray Diffraction in Crystallography
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Lawrence Berkeley National Laboratory 1 , Berkeley 94720, California, USA
Massachusetts Institute of Technology 2 , Cambridge 02139, Massachusetts, USA
Université catholique de Louvain 3 , Louvain-la-Neuve, Belgium
References (63)
Show source-provided references
1. U.S.D. of Energy · 2010
2. 2009
3. 2011
4. Phys. Rev. · 1926 · 22 · 104910.1103/PhysRev.28.1049 ↗
5. Phys. Rev. · 1965 · 140 · A113310.1103/PhysRev.140.A1133 ↗
6. Phys. Rev. · 1964 · 136 · B86410.1103/PhysRev.136.B864 ↗
7. MRS Bull. · 2006 · 31 · 65910.1557/mrs2006.174 ↗
8. J. Mater. Sci. · 2012 · 47 · 731710.1007/s10853-012-6424-0 ↗
9. Energy Environ. Sci. · 2012 · 5 · 903410.1039/c2ee22341d ↗
10. Energy Environ. Sci. · 2012 · 5 · 581410.1039/c1ee02717d ↗
11. Phys. Rev. Lett. · 2012 · 108 · 06870110.1103/PhysRevLett.108.068701 ↗
12. Nature Mater. · 2012 · 11 · 61410.1038/nmat3332 ↗
13. Comput. Mater. Sci. · 2009 · 44 · 104210.1016/j.commatsci.2008.07.016 ↗
14. ACS Comb. Sci. · 2011 · 13 · 38210.1021/co200012w ↗
15. Nature Mater. · 2012 · 11 · 63310.1038/nmat3336 ↗
16. Phys. Rev. B · 2011 · 84 · 01410310.1103/PhysRevB.84.014103 ↗
17. Phys. Rev. X · 2011 · 1 · 02101210.1103/PhysRevX.1.021012 ↗
18. Comput. Mater. Sci. · 2012 · 58 · 22710.1016/j.commatsci.2012.02.002 ↗
19. Nature Mater. · 2006 · 5 · 90910.1038/nmat1752 ↗
20. J. Phys. Chem. B · 2006 · 110 · 876910.1021/jp060482m ↗
21. J. Phys. Chem. C · 2007 · 111 · 1212910.1021/jp0733724 ↗
22. J. Electrochem. Soc. · 2011 · 158 · A30910.1149/1.3536532 ↗
23. Chemistry of Materials · 2012 · 24 · 200910.1021/cm203243x ↗
24. J. Electrochem. Soc. · 2012 · 159 · A62210.1149/2.080205jes ↗
25. J. Mater. Chem. · 2011 · 21 · 1714710.1039/c1jm12216a ↗
26. J. Am. Chem. Soc. · 2012 · 134 · 1961910.1021/ja3040834 ↗
27. J. Phys. Chem. Lett. · 2011 · 2 · 224110.1021/jz200866s ↗
28. Angew. Chem., Int. Ed. Engl. · 2012 · 51 · 27210.1002/anie.201107947 ↗
29. Comput. Mater. Sci. · 1996 · 6 · 1510.1016/0927-0256(96)00008-0 ↗
30. Phys. Rev. B · 1996 · 54 · 1116910.1103/PhysRevB.54.11169 ↗
31. Acta Crystallogr., Sect. B: Struct. Sci. · 2002 · 58 · 36410.1107/S0108768102006948 ↗
32. J. Chem. Inf. Comput. Sci. · 1983 · 23 · 6610.1021/ci00038a003 ↗
33. Nature Mater. · 2008 · 7 · 93710.1038/nmat2321 ↗
34. J. Chem. Phys. · 2006 · 124 · 24470410.1063/1.2210932 ↗
35. Phys. Rev. Lett. · 2012 · 108 · 02740110.1103/PhysRevLett.108.027401 ↗
36. Phys. Rev. Lett. · 2006 · 97 · 04640110.1103/PhysRevLett.97.046401 ↗
37. Inorg. Chem. · 2011 · 50 · 65610.1021/ic102031h ↗
38. Chem. Mater. · 2010 · 22 · 376210.1021/cm100795d ↗
39. Nature Mater. · 2006 · 5 · 64110.1038/nmat1691 ↗
40. Phys. Rev. B · 2006 · 73 · 19510710.1103/PhysRevB.73.195107 ↗
41. Phys. Rev. B · 2013 · 87 · 07515010.1103/PhysRevB.87.075150 ↗
42. Phys. Rev. B · 2008 · 78 · 24520710.1103/PhysRevB.78.245207 ↗
43. Phys. Rev. B · 2013 · 87 · 07520710.1103/PhysRevB.87.075207 ↗
44. Phys. Rev. B · 2011 · 84 · 04511510.1103/PhysRevB.84.045115 ↗
45. Phys. Rev. B · 2012 · 85 · 23543810.1103/PhysRevB.85.235438 ↗
46. Phys. Rev. · 1965 · 139 · A79610.1103/PhysRev.139.A796 ↗
47. J. Chem. Phys. · 2005 · 123 · 17410110.1063/1.2085170 ↗
48. Phys. Rev. Lett. · 2010 · 105 · 19640310.1103/PhysRevLett.105.196403 ↗
49. Phys. Rev. Lett. · 1984 · 52 · 99710.1103/PhysRevLett.52.997 ↗
50. Phys. Rev. Lett. · 2009 · 102 · 510.1103/PhysRevLett.102.226401 ↗
51. Phys. Rev. B · 2011 · 83 · 19513110.1103/PhysRevB.83.195131 ↗
52. Phys. Rev. Lett. · 2003 · 91 · 12640210.1103/PhysRevLett.91.126402 ↗
53. Int. J. Quantum Chem. · 1995 · 56 · 24710.1002/qua.560560410 ↗
54. Electrochem. Commun. · 2010 · 12 · 42710.1016/j.elecom.2010.01.010 ↗
55. Chem. Mater. · 2008 · 20 · 179810.1021/cm702327g ↗
56. 2012
57. Comput. Mater. Sci. · 2013 · 68 · 31410.1016/j.commatsci.2012.10.028 ↗
58. Rev. Mod. Phys. · 2000 · 72 · 62110.1103/RevModPhys.72.621 ↗
59. Comput. Mater. Sci. · 2002 · 25 · 47810.1016/S0927-0256(02)00325-7 ↗
60. Am. Mineral. · 2012 · 97 · 79110.2138/am.2012.3948 ↗
61. J. Electrochem. Soc. · 2011 · 158 · A141110.1149/2.083112jes ↗
62. J. Magn. Magn. Mater. · 2013 · 341 · 7210.1016/j.jmmm.2013.04.025 ↗
63. Russ. Metall. · 1984 · 2 · 202