Page 21 - IJAMD-1-2

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

comprehensive data related to the planned behavior 1. Giddings B, Hopwood B, O’Brien G. Environment,
from research publications and technical reports. The economy and society: Fitting them together into sustainable
accuracy of the ML predictive model is contingent upon development. Sustain Dev. 2002;10(4):187-196.
the diversity and the size of the investigated database. doi: 10.1002/sd.199
The last step is assigned to the evaluation of the accuracy 2. Li W, Liu Q, Zhang Y, et al. Biodegradable materials
of collected data. To effectively realize the promise and green processing for green electronics. Adv Mater.
116
of polymer development, basic research on polymer 2020;32(33):e2001591.
standardization and classification is needed. In summary,
several AI techniques have been effectively applied to doi: 10.1002/adma.202001591
the field of chemical research because of the growing 3. Li R, Wang L, Kong D, Yin L. Recent progress on
multidisciplinary nature of research. Although using AI biodegradable materials and transient electronics. Bioact
has grown commonplace in some sectors, this technology Mater. 2018;3(3):322-333.
has not yet had a significant influence on certain fields doi: 10.1016/j.bioactmat.2017.12.001
of burgeoning research, such as sustainable technology. 4. Fu KK, Wang Z, Dai J, Carter M, Hu L. Transient electronics:
Hence, more interdisciplinary research and advancements Materials and devices. Chem Mater. 2016;28(11):3527-3539.
in self-training of AI data will help these fields move
forward efficiently. doi: 10.1021/acs.chemmater.5b04931
5. Surge in Global E-waste, Up 21 Per Cent in 5 Years. Available
Acknowledgments from: https://globalewaste.org/news/surge-global-waste
[Last accessed on 2024 Jul 02].
None.
6. Liu S, Yang DS, Wang S, et al. Soft, environmentally
Funding degradable microfluidic devices for measurement of sweat
rate and total sweat loss and for colorimetric analysis of
This work was supported by the Carlsberg Foundation sweat biomarkers. EcoMat. 2023;5(1):e12270.
(CF22-0993) and Villum young investigator grant
(37508). doi: 10.1002/eom2.12270
7. Zhao X, Hu C, Pan G, Cui W. Pomegranate-structured
Conflict of interest electrosprayed microspheres for long-term controlled drug
Shweta Agarwala is an Editorial Board Member of this release. Part Part Syst Charact. 2015;32(5):529-535.
journal, but was not in any way involved in the editorial doi: 10.1002/ppsc.201400199
and peer-review process conducted for this paper, directly 8. Yuan Z, Zhao X, Zhao J, et al. Synergistic mediation of tumor
or indirectly. Separately, other authors declared that they signaling pathways in hepatocellular carcinoma therapy
have no known competing financial interests or personal via dual-drug-loaded PH-responsive electrospun fibrous
relationships that could have influenced the work reported scaffolds. J Mater Chem B. 2015;3(17):3436-3446.
in this paper. doi: 10.1039/c5tb00206k

Author contributions 9. Tyler B, Gullotti D, Mangraviti A, Utsuki T, Brem H. Polylactic
acid (PLA) controlled delivery carriers for biomedical
Conceptualization: Shweta Agarwala applications. Adv Drug Deliv Rev. 2016;107:163-175.
Writing – original draft: Mahboubeh Motadayen, Nehru
Devabharathi doi: 10.1016/j.addr.2016.06.018
Writing – review & editing: All authors 10. Fernández-Calderón MC, Romero-Guzmán D, Ferrández-
Montero A, et al. Impact of PLA/Mg films degradation on
Ethics approval and consent to participate surface physical properties and biofilm survival. Colloids
Surf B Biointerfaces. 2020;185:110617.
Not applicable.
doi: 10.1016/j.colsurfb.2019.110617
Consent for publication 11. Yin L, Cheng H, Mao S, et al. Dissolvable metals for transient

Not applicable. electronics. Adv Funct Mater. 2014l;24(5):645-658.
doi: 10.1002/adfm.201301847
Availability of data
12. Fernandes C, Taurino I. Biodegradable Molybdenum
Not applicable. (Mo) and Tungsten (W) devices: One step closer towards
fully-transient biomedical implants. Sensors (Basel).
References 2022;22(8):3062.

Volume 1 Issue 2 (2024) 15 doi: 10.36922/ijamd.3173