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International Journal of AI for
Materials and Design
Sustainable electronics using AI/ML

doi: 10.1039/c6tc00678g 66. Hemstreet JM. Dielectric constant of cotton. J Electrostat.
1982;13:345-353.
57. Rullyani C, Sung CF, Lin HC, Chu CW. Flexible organic
thin film transistors incorporating a biodegradable CO - doi: 10.1016/0304-3886(82)90052-3
2
based polymer as the substrate and dielectric material. Sci 67. Jayamani E, Hamdan S, Rahman MR, Bin Bakri MK.
Rep. 2018;8(1):8146.
Comparative study of dielectric properties of hybrid natural
doi: 10.1038/s41598-018-26585-0 fiber composites. Procedia Eng. 2014;97:536-544.
58. Wang X, Ochiai S, Sawa G, et al. Organic field-effect doi: 10.1016/j.proeng.2014.12.280
transistors with crosslinkable polyvinyl alcohol insulator and 68. Nawaz A, Liu Q, Leong WL, Fairfull-Smith KE, Sonar P.
spin-coated/drop-cast poly (3-Hexylthiophene-2,5-Diyl) Organic electrochemical transistors for in vivo bioelectronics.
semiconductor. Jpn J Appl Phys. 2007;46(3B):1337-1342. Adv Mater. 2021;33(49):2170387.
doi: 10.1143/JJAP.46.1337 doi: 10.1002/adma.202170387
59. Benvenho ARV, Machado WS, Cruz-Cruz I, Hümmelgen IA. 69. Tarabella G, Mahvash Mohammadi F, Coppedè N, et al. New
Study of poly(3-Hexylthiophene)/cross-linked poly(Vinyl opportunities for organic electronics and bioelectronics:
Alcohol) as semiconductor/insulator for application in Ions in action. Chem Sci. 2013;4(4):1395-1409.
low voltage organic field effect transistors. J Appl Phys.
2013;113(21):214509. doi: 10.1039/c2sc21740f
doi: 10.1063/1.4809285 70. Huang J, Gao Y, Chang Y, Peng J, Yu Y, Wang B. Machine
learning in bioelectrocatalysis. Adv Sci (Weinh).
60. Feng L, Tang W, Zhao J, Cui Q, Jiang C, Guo X. All- 2024;11(2):e2306583.
solution-processed low-voltage organic thin-film transistor
inverter on plastic substrate. IEEE Trans Electron Devices. doi: 10.1002/advs.202306583
2014;61(4):1175-1180. 71. Gu GH, Noh J, Kim I, Jung Y. Machine learning for renewable
doi: 10.1109/TED.2014.2303992 energy materials. J Mater Chem A. 2019;7(29):17096-17117.
doi: 10.1039/C9TA02356A
61. Nawaz A, Cruz-Cruz I, Rodrigues R, Hümmelgen IA.
Performance enhancement of poly(3-Hexylthiophene- 72. Ahmed M, Seraj R, Islam SMS. The K-means algorithm:
2,5-Diyl) based field effect transistors through surfactant A comprehensive survey and performance evaluation.
treatment of the poly(Vinyl Alcohol) gate insulator surface. Electronics (Basel). 2020;9(8):1295.
Phys Chem Chem Phys. 2014;17(40):26530-26534. doi: 10.3390/electronics9081295
doi: 10.1039/c4cp02245a
73. Chen A, Zhang X, Zhou Z. Machine learning: Accelerating
62. Jastrombek D, Nawaz A, Koehler M, Meruvia MS, materials development for energy storage and conversion.
Hümmelgen IA. Modification of the charge transport InfoMat. 2020;2(3):553-576.
properties of the copper phthalocyanine/poly(Vinyl doi: 10.1002/inf2.12094
Alcohol) interface using cationic or anionic surfactant for
field-effect transistor performance enhancement. J Phys D 74. Zhang W, Huang W, Tan J, Guo Q, Wu B. Heterogeneous
Appl Phys. 2015;48(33):335104. catalysis mediated by light, electricity and enzyme via
machine learning: Paradigms, applications and prospects.
doi: 10.1088/0022-3727/48/33/335104 Chemosphere. 2022;308:136447.
63. Irimia-Vladu M, Głowacki ED, Voss G, Bauer S, doi: 10.1016/j.chemosphere.2022.136447
Sariciftci NS. Green and biodegradable electronics. Mater
Today. 2012;15:340-346. 75. Cheng F, Ikenaga Y, Zhou Y, et al. In silico assessment of chemical
biodegradability. J Chem Inf Model. 2012;52(3):655-669.
doi: 10.1016/S1369-7021(12)70139-6
doi: 10.1021/ci200622d
64. Kim DH, Viventi J, Amsden JJ, et al. Dissolvable films of silk
fibroin for ultrathin conformal bio-integrated electronics. 76. Breiman L, Friedman JH, Olshen RA, Stone CJ. Classification
Nat Mater. 2010;9(6):511-517. and Regression Trees. United Kingdom: Routledge; 2017.
doi: 10.1038/nmat2745 doi: 10.1201/9781315139470
77. Elsayad AM, Zeghid M, Ahmed HY, Elsayad KA.
65. Ko J, Nguyen LTH, Surendran A, Tan BY, Ng KW,
Leong WL. Human hair keratin for biocompatible flexible Exploration of biodegradable substances using machine
and transient electronic devices. ACS Appl Mater Interfaces. learning techniques. Sustainability. 2023;15(17):12764.
2017;9(49):43004-43012. doi: 10.3390/su151712764
doi: 10.1021/acsami.7b16330 78. Lunghini F, Marcou G, Gantzer P, et al. Modelling

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