Cited by 963High Entropy Alloys StudiesElectrocatalysts for Energy ConversionMachine Learning in Materials Science

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High-entropy energy materials: challenges and new opportunities

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Abstract

An overview of high-entropy materials for energy applications, including H 2 catalysis and storage, CO 2 conversion, O 2 catalysis and electrochemical energy storage, is given and the challenges and opportunities within this field are discussed.

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Research works printed but not linked: 179

  1. Larcher, 2015, Nat. Chem., 7, 19, 10.1038/nchem.2085 · DOI
  2. Chow, 2003, Science, 302, 1528, 10.1126/science.1091939 · DOI
  3. O. Edenhofer , Climate Change 2014: Mitigation of Climate Change , 2015 , vol. 3
  4. Chu, 2017, Nat. Mater., 16, 16, 10.1038/nmat4834 · DOI
  5. Miracle, 2017, Acta Mater., 122, 448, 10.1016/j.actamat.2016.08.081 · DOI
  6. Oses, 2020, Nat. Rev. Mater., 5, 295, 10.1038/s41578-019-0170-8 · DOI · Paper page
  7. Gao, 2018, J. Mater. Res., 33, 3138, 10.1557/jmr.2018.323 · DOI
  8. Ye, 2016, Mater. Today, 19, 349, 10.1016/j.mattod.2015.11.026 · DOI
  9. Kozak, 2015, Z. Kristallogr. – Cryst. Mater., 230, 55, 10.1515/zkri-2014-1739 · DOI
  10. Zhang, 2014, Prog. Mater. Sci., 61, 1, 10.1016/j.pmatsci.2013.10.001 · DOI
  11. Rost, 2015, Nat. Commun., 6, 8485, 10.1038/ncomms9485 · DOI · Paper page
  12. Sarkar, 2018, Nat. Commun., 9, 3400, 10.1038/s41467-018-05774-5 · DOI
  13. Zhao, 2020, Angew. Chem., Int. Ed., 59, 264, 10.1002/anie.201912171 · DOI
  14. Sarkar, 2019, Adv. Mater., 31, 1806236, 10.1002/adma.201806236 · DOI
  15. Dąbrowa, 2018, Mater. Lett., 216, 32, 10.1016/j.matlet.2017.12.148 · DOI
  16. Stygar, 2020, J. Eur. Ceram. Soc., 40, 1644, 10.1016/j.jeurceramsoc.2019.11.030 · DOI
  17. Wang, 2019, Electrochem. Commun., 100, 121, 10.1016/j.elecom.2019.02.001 · DOI
  18. Wang, 2019, Energy Environ. Sci., 12, 2433, 10.1039/C9EE00368A · DOI
  19. Gild, 2016, Sci. Rep., 6, 37946, 10.1038/srep37946 · DOI
  20. Castle, 2018, Sci. Rep., 8, 8609, 10.1038/s41598-018-26827-1 · DOI
  21. Yan, 2018, J. Am. Ceram. Soc., 101, 4486, 10.1111/jace.15779 · DOI
  22. Sarker, 2018, Nat. Commun., 9, 4980, 10.1038/s41467-018-07160-7 · DOI
  23. Jin, 2018, Adv. Mater., 30, 1707512, 10.1002/adma.201707512 · DOI
  24. Zhang, 2018, Inorg. Chem., 57, 13027, 10.1021/acs.inorgchem.8b02379 · DOI
  25. Zhao, 2020, ChemSusChem, 13, 2038, 10.1002/cssc.202000173 · DOI
  26. George, 2019, Nat. Rev. Mater., 4, 515, 10.1038/s41578-019-0121-4 · DOI · Paper page
  27. M. C. Gao , J.Yeh , P. K.Liaw and Y.Zhang , High-Entropy Alloys , Springer International Publishing , Cham , 2016 · DOI
  28. Kao, 2010, Int. J. Hydrogen Energy, 35, 9046, 10.1016/j.ijhydene.2010.06.012 · DOI
  29. Karlsson, 2018, Inorg. Chem., 57, 2103, 10.1021/acs.inorgchem.7b03004 · DOI
  30. Sahlberg, 2016, Sci. Rep., 6, 36770, 10.1038/srep36770 · DOI
  31. Chen, 2015, J. Power Sources, 273, 324, 10.1016/j.jpowsour.2014.09.076 · DOI
  32. Qiu, 2019, J. Mater. Chem. A, 7, 6499, 10.1039/C9TA00505F · DOI
  33. Wang, 2014, Electrochim. Acta, 127, 448, 10.1016/j.electacta.2014.02.076 · DOI
  34. Tsai, 2008, Jpn. J. Appl. Phys., 47, 5755, 10.1143/JJAP.47.5755 · DOI
  35. Tsai, 2009, J. Alloys Compd., 478, 868, 10.1016/j.jallcom.2008.12.055 · DOI
  36. Yusenko, 2017, Scr. Mater., 138, 22, 10.1016/j.scriptamat.2017.05.022 · DOI
  37. Dai, 2019, J. Power Sources, 430, 104, 10.1016/j.jpowsour.2019.05.030 · DOI
  38. Glasscott, 2019, Nat. Commun., 10, 2650, 10.1038/s41467-019-10303-z · DOI
  39. Jin, 2019, Small, 15, 1904180, 10.1002/smll.201904180 · DOI
  40. Wang, 2019, J. Mater. Chem. A, 7, 24211, 10.1039/C9TA08740K · DOI
  41. Qiu, 2019, ACS Mater. Lett., 1, 526, 10.1021/acsmaterialslett.9b00414 · DOI
  42. Zhao, 2019, J. Mater. Chem. A, 7, 26238, 10.1039/C9TA09975A · DOI
  43. Wang, 2020, J. Am. Chem. Soc., 142, 4550, 10.1021/jacs.9b12377 · DOI
  44. Cui, 2018, MRS Commun., 8, 1230, 10.1557/mrc.2018.111 · DOI
  45. Lacey, 2019, Nano Lett., 19, 5149, 10.1021/acs.nanolett.9b01523 · DOI
  46. Fang, 2020, Appl. Catal., B, 268, 118431, 10.1016/j.apcatb.2019.118431 · DOI
  47. Yao, 2020, Proc. Natl. Acad. Sci. U. S. A., 117, 6316, 10.1073/pnas.1903721117 · DOI
  48. Löffler, 2020, Angew. Chem., Int. Ed., 59, 5844, 10.1002/anie.201914666 · DOI
  49. Li, 2020, J. Catal., 383, 164, 10.1016/j.jcat.2020.01.024 · DOI
  50. Löffler, 2018, Adv. Energy Mater., 8, 1802269, 10.1002/aenm.201802269 · DOI
  51. Qiu, 2019, J. Alloys Compd., 777, 767, 10.1016/j.jallcom.2018.11.049 · DOI
  52. Chen, 2019, RSC Adv., 9, 28908, 10.1039/C9RA05508H · DOI
  53. Wang, 2020, Sci. Rep., 10, 18430, 10.1038/s41598-020-75134-1 · DOI
  54. Yeh, 2004, Adv. Eng. Mater., 6, 299, 10.1002/adem.200300567 · DOI · Paper page
  55. Cantor, 2004, Mater. Sci. Eng., A, 375–377, 213, 10.1016/j.msea.2003.10.257 · DOI
  56. Yeh, 2013, JOM, 65, 1759, 10.1007/s11837-013-0761-6 · DOI
  57. Yeh, 2006, Ann. Chim., 31, 633, 10.3166/acsm.31.633-648 · DOI
  58. B. S. Murty , J.-W.Yeh , R.Srikanth and P. P.Bhattacharjee , High-Entropy Alloys , Elsevier , 2019
  59. Toher, 2019, npj Comput. Mater., 5, 69, 10.1038/s41524-019-0206-z · DOI
  60. Ma, 2014, Phys. Chem. Chem. Phys., 16, 3593, 10.1039/c3cp54600d · DOI
  61. Ma, 2014, J. Power Sources, 268, 498, 10.1016/j.jpowsour.2014.06.091 · DOI
  62. Ma, 2014, J. Power Sources, 259, 87, 10.1016/j.jpowsour.2014.02.029 · DOI
  63. Zhang, 2019, J. Mater. Chem. A, 7, 22148, 10.1039/C9TA05698J · DOI
  64. Sarkar, 2020, Scr. Mater., 187, 43, 10.1016/j.scriptamat.2020.05.019 · DOI
  65. Lun, 2021, Nat. Mater., 20, 214, 10.1038/s41563-020-00816-0 · DOI
  66. Edalati, 2020, J. Mater. Chem. A, 8, 3814, 10.1039/C9TA12846H · DOI
  67. Yan, 2020, J. Mater. Sci., 55, 6942, 10.1007/s10853-020-04482-0 · DOI
  68. Dąbrowa, 2020, J. Mater. Chem. A, 8, 24455, 10.1039/D0TA06356H · DOI
  69. Jiang, 2018, Scr. Mater., 142, 116, 10.1016/j.scriptamat.2017.08.040 · DOI
  70. Okejiri, 2020, ChemSusChem, 13, 111, 10.1002/cssc.201902705 · DOI
  71. Gild, 2018, J. Eur. Ceram. Soc., 38, 3578, 10.1016/j.jeurceramsoc.2018.04.010 · DOI
  72. Wright, 2020, J. Mater. Sci., 55, 9812, 10.1007/s10853-020-04583-w · DOI
  73. Sarkar, 2017, Dalton Trans., 46, 12167, 10.1039/C7DT02077E · DOI
  74. Chen, 2020, RSC Adv., 10, 9736, 10.1039/D0RA00255K · DOI
  75. Wang, 2020, Electrochem, 1, 60, 10.3390/electrochem1010007 · DOI
  76. Zheng, 2019, Energy Storage Mater., 23, 678, 10.1016/j.ensm.2019.02.030 · DOI
  77. Breitung, 2020, Batteries Supercaps, 3, 361, 10.1002/batt.202000010 · DOI
  78. Lal, 2019, ACS Appl. Mater. Interfaces, 11, 30846, 10.1021/acsami.9b08794 · DOI
  79. Xu, 2020, J. Alloys Compd., 822, 153642, 10.1016/j.jallcom.2020.153642 · DOI
  80. Kong, 2019, J. Power Sources, 437, 226927, 10.1016/j.jpowsour.2019.226927 · DOI
  81. Møller, 2017, Prog. Nat. Sci.: Mater. Int., 27, 34, 10.1016/j.pnsc.2016.12.014 · DOI
  82. Ogden, 1999, Annu. Rev. Energy Environ., 24, 227, 10.1146/annurev.energy.24.1.227 · DOI · Paper page
  83. Becherif, 2015, Energy Procedia, 74, 371, 10.1016/j.egypro.2015.07.629 · DOI
  84. Abe, 2019, Int. J. Hydrogen Energy, 44, 15072, 10.1016/j.ijhydene.2019.04.068 · DOI
  85. Dutta, 2014, J. Ind. Eng. Chem., 20, 1148, 10.1016/j.jiec.2013.07.037 · DOI · Paper page
  86. Zhang, 2015, J. Iron Steel Res. Int., 22, 757, 10.1016/S1006-706X(15)30069-8 · DOI
  87. Abe, 2019, Int. J. Hydrogen Energy, 44, 15072, 10.1016/j.ijhydene.2019.04.068 · DOI
  88. Chalk, 2006, J. Power Sources, 159, 73, 10.1016/j.jpowsour.2006.04.058 · DOI
  89. Rosen, 2016, Energy Ecol. Environ., 1, 10, 10.1007/s40974-016-0005-z · DOI
  90. Nygård, 2019, Int. J. Hydrogen Energy, 44, 29140, 10.1016/j.ijhydene.2019.03.223 · DOI
  91. Chen, 2018, Mater. Chem. Phys., 210, 336, 10.1016/j.matchemphys.2017.08.008 · DOI
  92. Edalati, 2020, Scr. Mater., 178, 387, 10.1016/j.scriptamat.2019.12.009 · DOI
  93. Kunce, 2013, Int. J. Hydrogen Energy, 38, 12180, 10.1016/j.ijhydene.2013.05.071 · DOI
  94. Zadorozhnyy, 2020, Int. J. Hydrogen Energy, 45, 5347, 10.1016/j.ijhydene.2019.06.157 · DOI
  95. Kunce, 2014, Int. J. Hydrogen Energy, 39, 9904, 10.1016/j.ijhydene.2014.02.067 · DOI
  96. Zhang, 2020, Int. J. Hydrogen Energy, 45, 5367, 10.1016/j.ijhydene.2019.05.214 · DOI
  97. Nygård, 2019, Acta Mater., 175, 121, 10.1016/j.actamat.2019.06.002 · DOI
  98. Montero, 2019, Molecules, 24, 2799, 10.3390/molecules24152799 · DOI
  99. Zepon, 2018, Int. J. Hydrogen Energy, 43, 1702, 10.1016/j.ijhydene.2017.11.106 · DOI
  100. Dewangan, 2020, Int. J. Hydrogen Energy, 45, 16984, 10.1016/j.ijhydene.2019.08.113 · DOI
  101. Kunce, 2017, Int. J. Hydrogen Energy, 42, 27154, 10.1016/j.ijhydene.2017.09.039 · DOI
  102. Yang, 2016, J. Alloys Compd., 663, 460, 10.1016/j.jallcom.2015.12.125 · DOI
  103. Zlotea, 2019, J. Alloys Compd., 775, 667, 10.1016/j.jallcom.2018.10.108 · DOI
  104. Shen, 2019, Nanomaterials, 9, 248, 10.3390/nano9020248 · DOI
  105. Zhang, 2019, J. Alloys Compd., 781, 613, 10.1016/j.jallcom.2018.12.120 · DOI
  106. Hu, 2019, Nanomaterials, 9, 461, 10.3390/nano9030461 · DOI
  107. Liu, 2019, Adv. Mater. Interfaces, 6, 1900015, 10.1002/admi.201900015 · DOI
  108. Zhang, 2018, Electrochim. Acta, 279, 19, 10.1016/j.electacta.2018.05.035 · DOI
  109. Jia, 2020, Adv. Mater., 32, 2000385, 10.1002/adma.202000385 · DOI
  110. Zhai, 2018, Energy Environ. Sci., 11, 2172, 10.1039/C8EE00050F · DOI
  111. Rosi, 2003, Science, 300, 1127, 10.1126/science.1083440 · DOI
  112. Yang, 2010, Chem. Soc. Rev., 39, 656, 10.1039/B802882F · DOI
  113. Liu, 2020, J. Mater. Chem. A, 8, 3541, 10.1039/C9TA11966C · DOI
  114. Garg, 2020, J. Mater. Chem. A, 8, 1511, 10.1039/C9TA13298H · DOI
  115. Pedersen, 2020, ACS Catal., 10, 2169, 10.1021/acscatal.9b04343 · DOI
  116. Chen, 2019, ACS Mater. Lett., 1, 83, 10.1021/acsmaterialslett.9b00064 · DOI
  117. Nellaiappan, 2020, ACS Catal., 10, 3658, 10.1021/acscatal.9b04302 · DOI
  118. Zhang, 2019, Chem. Mater., 31, 5529, 10.1021/acs.chemmater.9b01244 · DOI
  119. Chen, 2018, J. Mater. Chem. A, 6, 11129, 10.1039/C8TA01772G · DOI
  120. Yao, 2018, Science, 359, 1489, 10.1126/science.aan5412 · DOI
  121. Xie, 2019, Nat. Commun., 10, 4011, 10.1038/s41467-019-11848-9 · DOI
  122. Lv, 2016, Sci. Rep., 6, 34213, 10.1038/srep34213 · DOI
  123. Bérardan, 2016, J. Mater. Chem. A, 4, 9536, 10.1039/C6TA03249D · DOI
  124. Osenciat, 2019, J. Am. Ceram. Soc., 102, 6156, 10.1111/jace.16511 · DOI
  125. Rak, 2016, J. Appl. Phys., 120, 095105, 10.1063/1.4962135 · DOI
  126. Grzesik, 2019, J. Eur. Ceram. Soc., 39, 4292, 10.1016/j.jeurceramsoc.2019.06.018 · DOI
  127. M. Anik and E.Lokcu , The Eurasia Proceedings of Science, Technology, Engineering & Mathematics (EPSTEM) , 2019 , vol. 7, pp. 329–332
  128. Poizot, 2000, Nature, 407, 496, 10.1038/35035045 · DOI
  129. Cabana, 2010, Adv. Mater., 22, E170, 10.1002/adma.201000717 · DOI
  130. Yu, 2016, Small, 12, 2146, 10.1002/smll.201502299 · DOI
  131. Wu, 2018, Small, 14, 1703671, 10.1002/smll.201703671 · DOI
  132. Ma, 2018, Sustainable Energy Fuels, 2, 2601, 10.1039/C8SE00424B · DOI
  133. Ma, 2018, ACS Nano, 12, 7220, 10.1021/acsnano.8b03188 · DOI
  134. Hy, 2016, Energy Environ. Sci., 9, 1931, 10.1039/C5EE03573B · DOI
  135. Lee, 2014, Science, 343, 519, 10.1126/science.1246432 · DOI
  136. Yabuuchi, 2016, Nat. Commun., 7, 13814, 10.1038/ncomms13814 · DOI
  137. Chen, 2015, Adv. Energy Mater., 5, 1401814, 10.1002/aenm.201401814 · DOI
  138. House, 2018, Energy Environ. Sci., 11, 926, 10.1039/C7EE03195E · DOI
  139. Kwon, 2020, Cell Rep. Phys. Sci., 100187, 10.1016/j.xcrp.2020.100187 · DOI
  140. Boulineau, 2013, Nano Lett., 13, 3857, 10.1021/nl4019275 · DOI
  141. Lee, 2017, Nat. Commun., 8, 981, 10.1038/s41467-017-01115-0 · DOI
  142. Cambaz, 2019, Chem. Mater., 31, 4330, 10.1021/acs.chemmater.8b04504 · DOI
  143. Bresser, 2016, Energy Environ. Sci., 9, 3348, 10.1039/C6EE02346K · DOI
  144. Ma, 2019, Adv. Energy Mater., 9, 1902077, 10.1002/aenm.201902077 · DOI
  145. Ma, 2017, Electrochim. Acta, 258, 535, 10.1016/j.electacta.2017.11.096 · DOI
  146. Oumellal, 2008, Nat. Mater., 7, 916, 10.1038/nmat2288 · DOI
  147. Weber, 2020, Eur. J. Inorg. Chem., 3117, 10.1002/ejic.202000408 · DOI
  148. Qi, 2011, J. Power Sources, 196, 10234, 10.1016/j.jpowsour.2011.08.085 · DOI
  149. Fan, 2014, Appl. Surf. Sci., 311, 484, 10.1016/j.apsusc.2014.05.094 · DOI
  150. Ma, 2020, Adv. Energy Mater., 10, 2000783, 10.1002/aenm.202000783 · DOI
  151. Cheng, 2015, Chem. Sci., 6, 6908, 10.1039/C5SC02525G · DOI
  152. Ma, 2018, Electrochim. Acta, 277, 100, 10.1016/j.electacta.2018.04.209 · DOI
  153. Liang, 2016, J. Phys. Chem. C, 120, 3669, 10.1021/acs.jpcc.5b11935 · DOI
  154. Ma, 2017, Nano Energy, 42, 341, 10.1016/j.nanoen.2017.11.030 · DOI
  155. Wang, 2013, Energy Environ. Sci., 6, 87, 10.1039/C2EE23330D · DOI
  156. Varzi, 2018, Adv. Energy Mater., 8, 1701706, 10.1002/aenm.201701706 · DOI
  157. González, 2016, Renewable Sustainable Energy Rev., 58, 1189, 10.1016/j.rser.2015.12.249 · DOI
  158. Lu, 2014, Adv. Energy Mater., 4, 1300994, 10.1002/aenm.201300994 · DOI
  159. Li, 2021, Adv. Eng. Mater., 23, 2001044, 10.1002/adem.202001044 · DOI
  160. Widom, 2018, J. Mater. Res., 33, 2881, 10.1557/jmr.2018.222 · DOI
  161. Zhou, 2019, npj Comput. Mater., 5, 128, 10.1038/s41524-019-0265-1 · DOI
  162. Vilalta, 2021, J. Eng. Mater. Technol., 143, 1, 10.1115/1.4048873 · DOI
  163. Rickman, 2020, J. Appl. Phys., 128, 221101, 10.1063/5.0030367 · DOI
  164. Zhang, 2020, Acta Mater., 185, 528, 10.1016/j.actamat.2019.11.067 · DOI
  165. Dai, 2020, Comput. Mater. Sci., 175, 109618, 10.1016/j.commatsci.2020.109618 · DOI
  166. Pei, 2020, npj Comput. Mater., 6, 50, 10.1038/s41524-020-0308-7 · DOI
  167. Wen, 2019, Acta Mater., 170, 109, 10.1016/j.actamat.2019.03.010 · DOI
  168. Kaufmann, 2020, Acta Mater., 198, 178, 10.1016/j.actamat.2020.07.065 · DOI
  169. Huang, 2019, Acta Mater., 169, 225, 10.1016/j.actamat.2019.03.012 · DOI
  170. Chang, 2019, JOM, 71, 3433, 10.1007/s11837-019-03704-4 · DOI
  171. Machaka, 2021, Comput. Mater. Sci., 188, 110244, 10.1016/j.commatsci.2020.110244 · DOI
  172. Kaufmann, 2020, npj Comput. Mater., 6, 42, 10.1038/s41524-020-0317-6 · DOI
  173. Kim, 2019, Acta Mater., 181, 124, 10.1016/j.actamat.2019.09.026 · DOI
  174. Kostiuchenko, 2019, npj Comput. Mater., 5, 55, 10.1038/s41524-019-0195-y · DOI
  175. Tomboc, 2020, J. Mater. Chem. A, 8, 14844, 10.1039/D0TA05176D · DOI
  176. Lu, 2020, Matter, 3, 1318, 10.1016/j.matt.2020.07.029 · DOI
  177. Ji, 2019, Nat. Commun., 10, 592, 10.1038/s41467-019-08490-w · DOI
  178. Xu, 2019, Angew. Chem., Int. Ed., 131, 5072, 10.1002/ange.201900787 · DOI
  179. Yuan, 2014, Angew. Chem., Int. Ed., 53, 1488, 10.1002/anie.201303971 · DOI

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Metadata

Authors
Ma, Y., Ma, Y., Wang, Q., Schweidler, S., Botros, M., Fu, T., Hahn, H., Brezesinski, T., & Breitung, B.
Affiliations
  • Karlsruhe Institute of Technology (DE)
  • University of Waterloo (CA)
Corresponding author
  • Ma, Yanjiao
  • Brezesinski, Torsten
  • Breitung, Ben
Venue
Energy & Environmental Science
Published
2021
Volume
14
Issue
5
Pages
2883-2905
ISSN
  • 1754-5692 (ISSN-L)
  • 1754-5706
OpenAlex
W3148416643
Cited by
963
References
186
Citations by year
2026: 187 · 2025: 262 · 2024: 263 · 2023: 137 · 2022: 87 · 2021: 27
FWCI
54.92
Type
journal article
Language
en
Open access
Locations
  • Energy & Environmental Science (publishedVersion, cc-by-nc)
  • Repository KITopen (Karlsruhe Institute of Technology) (publishedVersion, cc-by-nc-nd)
  • ERef Bayreuth (University of Bayreuth) (submittedVersion)
  • Zenodo (CERN European Organization for Nuclear Research) (submittedVersion, cc-by)
  • KITopen
Funders
  • Deutsche Forschungsgemeinschaft (BR 3499/5-1, HA 1344/43-1, SE 1407/4-2)
  • Carl-Zeiss-Stiftung
  • Helmholtz Association
  • Horizon 2020 (730957, 101017709)
Topics
  • Physical Sciences › Engineering › Mechanical Engineering › High Entropy Alloys Studies
  • Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Electrocatalysts for Energy Conversion
  • Physical Sciences › Materials Science › Materials Chemistry › Machine Learning in Materials Science
Keywords
high-entropy materials, hydrogen catalysis, hydrogen storage, CO2 conversion, oxygen catalysis, electrochemical energy storage, energy materials

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