Artificial intelligence-based optimization for high-performance optoelectronic nanowires solar cells
Bibliographic record
Abstract
No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.
Source: Not provided · Quality: missing
Research context
OpenAlex topics: Nanowire Synthesis and Applications · Thin-Film Transistor Technologies · Photovoltaic System Optimization Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (59)
Show source-provided references
1. Efficient Low-Cost Materials for Solar Energy Applications: Roles of Nanotechnology
2. Aribisala, Henry A. 2013. “Improving the Efficiency of Solar Photovoltaic Power System.”
3. Light trapping with plasmonic back contacts in thin-film silicon solar cells
4. Nanoscale grating-based perovskite solar cell with improved efficiency10.1088/1402-4896/ad7dc1 ↗
5. Nanostructures for light trapping in thin film solar cells
6. Polarization dependent exciton-plasmon coupling in PEA2PbI4/Al and its application to perovskite solar cell10.1364/OE.529605 ↗
7. Strong broadband absorption in GaAs nanocone and nanowire arrays for solar cells10.1364/OE.22.00A386 ↗
8. A comparison of light-harvesting performance of silicon nanocones and nanowires for radial-junction solar cells
9. Efficient silicon nanowires solar cell
10. Broadband high efficiency silicon nanowire arrays with radial diversity within diamond-like geometrical distribution for photovoltaic applications10.1364/OE.23.00A767 ↗
11. Diamond-Shaped Nanowires Solar Cell for Light Absorption Enhancement
12. Hao Lin, Fei Xiu, Ming Fang, SenPo Yip, Ho-Yuen Cheung, Fengyun Wang, Ning Han, Kwok Sum Chan, Chun-Yuen Wong, and Johnny C. Ho, “Rational design of inverted nanopencil arrays for cost-effective, broadband, and omnidirectional light harvesting,” ACS Nano, vol. 8, no. 4, pp. 3752–3760, 2014. DOI: 10.1021/nn500418x.10.1021/nn500418x ↗
13. Broadband absorption of modified conical nanowires for photovoltaic applications10.1016/j.ijleo.2022.170245 ↗
14. Periodic upright nanopyramids for light management applications in ultrathin crystalline silicon solar cells10.1109/JPHOTOV.2016.2641298 ↗
15. Toward the Lambertian limit of light trapping in thin nanostructured silicon solar cells10.1021/nl1029804 ↗
16. Optical absorption enhancement in disordered vertical silicon nanowire arrays for photovoltaic applications10.1364/OL.35.003378 ↗
17. The key role of anti-solvent temperature in quantum dot/perovskite core-shell nanowire array solar cells10.1016/j.physe.2024.116131 ↗
18. Effect of quantum dot precursor concentration on carrier transport properties and photovoltaic performance of TiO2/PbS/MAPbI3 core–shell nanorod arrays10.1016/j.matlet.2025.138256 ↗
19. Light trapping in silicon nanowire solar cells10.1021/nl100161z ↗
20. An 18.2%-efficient black-silicon solar cell achieved through control of carrier recombination in nanostructures10.1038/nnano.2012.166 ↗
21. Hourglass-Shaped GaAs0. 99Bi0. 01 nanowire solar cells with CuI-PEDOT: PSS double hole transport layers for enhanced photovoltaic performance10.1038/s41598-025-34717-6 ↗
22. Self-optimizing reactor systems: algorithms, on-line analytics, setups, and strategies for accelerating continuous flow process optimization10.1002/ijch.201300080 ↗
23. Impact of digital evolution on various facets of computer science and information technology
24. A brief historical review of particle swarm optimization (PSO)10.1166/jbic.2012.1002 ↗
25. Parameters optimization of CIGS solar cell using 2D physical modeling10.1016/j.rinp.2017.06.057 ↗
26. Application of genetic algorithm for more efficient multi-layer thickness optimization in solar cells10.3390/en13071726 ↗
27. Optimal design of vertical silicon nanowires solar cell using hybrid optimization algorithm10.1117/1.JPE.8.022502 ↗
28. Ansys/Lumerical. n.d. “Finite Difference Time Domain (FDTD) Solver Introduction.” 〈https://support.lumerical.com/hc/en-us/articles/360034914633-Finite-Difference-Time-Domain-FDTD-solver-introduction〉.
29. Optimization of highly efficient random grating thin-film solar cell using modified gravitational search algorithm and particle swarm optimization algorithm10.1117/1.JNP.12.016016 ↗
30. Deep reinforcement learning for resilient power and energy systems: progress, prospects, and future avenues10.3390/electricity4040020 ↗
31. Reinforcement learning techniques in optimizing energy systems10.3390/electronics13081459 ↗
32. Machine learning optimization of majorana hybrid nanowires10.1103/PhysRevLett.130.116202 ↗
33. Nanowire design by deep learning for energy efficient photonic technologies10.1088/2399-1984/ade4a6 ↗
34. Mohammad Pakray, Sajad Hayati, Seyed Kamal JalaliMechanical optimization of an Al-Al2O3 composite nanowire via molecular dynamics simulation and metaheuristic optimization.” Proceedings of the Institution of Mechanical Engineers, Part N: Journal of Nanomaterials, Nanoengineering and Nanosystems 1–2 2382024, 3139.
35. Artificial intelligence-empowered functional design of semi-transparent optoelectronic and photonic devices via deep Q-learning10.1038/s41598-025-94586-x ↗
36. Machine learning-assisted novel photovoltaic optimization for tailored ultra-thin CdTe-based solar cells10.1002/solr.202500455 ↗
37. Reinforcement learning approach to advance non-fullerene acceptor-based semi-transparent organic solar cell10.1002/adts.202500334 ↗
38. Deep Q-learning driven pathway to multi-objective engineering of frontier semi-transparent CdTe photovoltaics10.1016/j.solener.2026.114339 ↗
39. Analysis of optical absorption in silicon nanowire arrays for photovoltaic applications10.1021/nl071018b ↗
40. An auxiliary differential equation formulation for the complex-frequency shifted PML10.1109/TAP.2009.2037765 ↗
41. Optical absorption enhancement in silicon nanowire arrays with a large lattice constant for photovoltaic applications10.1364/OE.17.019371 ↗
42. Electrical performance of efficient quad-crescent-shaped Si nanowire solar cell10.1038/s41598-021-03597-x ↗
43. Palik, Edward D. 1991. “Handbook of Optical Constants of Solids.,” 1117.
44. (ASTM), American Society for Testing and Materials. 2000. “Astm,Reference Solar Spectral Irradiance: Air Mass 1.5 Spectra.” 2000. 〈https://rredc.nrel.gov/solar//spectra/am1.5/〉.
45. Fast simulation of the influence of a refractive free-form microstructure on a wave field based on scalar diffraction theory10.1051/jeos/2024049 ↗
46. OpticaL Properties of A Grating-nanorod Assembly Structure for Solar Cells10.1016/j.optcom.2016.05.009 ↗
47. Kulkarni · 2012 · 1
48. Machine learning: algorithms, real-world applications and research directions10.1007/s42979-021-00592-x ↗
49. Action change theory: a reinforcement learning perspective on behavior change10.1037/gpr0000029 ↗
50. Mathworks. n.d. “Reinforcement Learning: A Brief Guide.”
51. Effect of atmospheric parameters on solar cell performance under global irradiance10.1016/0379-6787(86)90050-5 ↗
52. Light trapping in ultrathin plasmonic solar cells10.1364/OE.18.00A237 ↗
53. Physical operation of back-surface-field silicon solar cells10.1109/T-ED.1977.18735 ↗
54. Crystalline SIlicon Solar Cells: State-of-the-art and Future Developments10.1016/B978-0-08-087872-0.00117-7 ↗
55. Impact of illumination level and oxide parameters on Shockley--Read--Hall recombination at the Si-SiO2 interface10.1063/1.350782 ↗
56. Enhanced absorption and carrier collection in si wire arrays for photovoltaic applications10.1038/nmat2635 ↗
57. Coaxial silicon nanowires as solar cells and nanoelectronic power sources10.1038/nature06181 ↗
58. Hamied, Fatma M. Abdel, Roaa I. Mubarak, K.R. Mahmoud, Mohamed Farhat O. Hameed, S.S.A. Obayya, and R. El-Bashar. 2025. “Design and Optimization of CIGS-Based Solar Cell with Surface Dielectric Nanostructures Arrangement.”10.21203/rs.3.rs-7530384/v1 ↗
59. Optical and electrical study of core-shell silicon nanowires for solar applications10.1364/OE.19.0A1057 ↗