REVIEW 3 major objections 5 minor 39 references
Characterization of the optical response from variant InGaN nanowires emitting within the green spectral gap
T0 review · 3 major / 5 minor · reviewed 2026-08-15 · deepseek-v4-flash
Pith's one-line read Varying indium content along InGaN nanowires shifts their emission by up to 80 nm, placing them in the green gap.
desk verdict Solid confocal mapping of InGaN nanowires, but the composition inference needs direct support. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The load-bearing object is the pixel-wise peak-emission-wavelength map: Confocal-SSS (spatial spectral scanning) fits the emission peak at every pixel of a $20 \times 20$ scan over a $1\,\mu\text{m}^2$ area and plots how that peak moves along the nanowire axis. Cathodoluminescence supplies the complementary segmentation into UVA-GaN, Blue-InGaN, and Green-InGaN regions. The physical mechanism that carries the explanation is the short surface diffusion length of indium at the 640 °C growth temperature: indium atoms cannot migrate far enough down the wire, so they incorporate preferentially near the tip, which simultaneously widens the tip and leaves a rising indium gradient toward the top. That gradient is what the wavelength map visualizes.
What would settle it
Measure indium content directly along one of the nanowires that exhibits the 80 nm redshift — for example, an energy-dispersive X-ray line scan or atom-probe tomography from base to tip — and compare it with the confocal peak-wavelength map; if the In/Ga ratio does not rise where the emission reddens, the central claim is false.
Extended reading notes
Core claim
The paper's central claim is that the redshift observed along the growth axis of InGaN nanowires — about 20, 40, and 80 nm in the three wires shown — is caused by a variation in indium incorporation developed during plasma-assisted molecular beam epitaxy. In the authors' segmentation, the base emits near 362 nm and belongs to the GaN seed layer; the middle and upper parts form blue and green InGaN segments, with the green segments brightest and most efficient. Because higher indium content narrows the InGaN band gap, the local peak wavelength is read as a local composition marker, so the confocal maps of 520–580 nm emission are also maps of compositional nonuniformity. The conclusion is that this nonuniformity determines the local emission color and that controlling it offers a route to better color accuracy and efficiency in nanowire LEDs for the green spectral gap.
Load-bearing premise
The load-bearing premise is that the measured redshift along each nanowire comes from higher indium incorporation there, since composition is never measured directly and strain, quantum confinement, and collection artifacts are not separately ruled out.
Editorial extensions
If this is right
- Dialing growth temperature and indium flux should compress or stretch the axial redshift, giving growers a direct control knob for emission color.
- Peak-wavelength mapping can act as a fast, non-destructive stand-in for composition analysis in InGaN nanowires.
- Single nanowires with an intentional gradient could span blue to green along their length, offering microscale color-tunable sources.
- Since the green segments show the highest brightness, pushing more of the wire into the 520–580 nm window while preserving crystal quality attacks the green-gap efficiency problem.
Reading between the lines
- Direct indium measurements on the same wires would convert the inferred composition gradient into a quantitative map, extending the optical evidence presented here.
- Strain and quantum confinement are not separately evaluated, so part of the 20–80 nm spread could track wire diameter or strain relaxation rather than indium fraction; a growth series varying only one parameter would separate these.
- If the gradient is genuinely controllable, a single as-grown nanowire could act as an integrated color gradient for white-light micro-emitters, a step the paper does not take.
- The three nanowires differ in both gradient magnitude and morphology, so width-dependent incorporation is a testable alternative explanation for the spread in redshifts.
Signed reviews
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript reports a combined SEM, cathodoluminescence, and custom confocal spatial-spectral scanning (Confocal-SSS) study of MBE-grown InGaN/GaN nanowires intended to emit in the green gap. The authors show SEM images of three nanowires and, for each, a Confocal-SSS map of peak emission wavelength along the growth axis. They report redshifts of about 20, 40, and 80 nm along the three nanowires and interpret these shifts as evidence of axial variation in indium incorporation. The CL data on one nanowire are used to identify UVA-GaN, Blue-InGaN, and Green-InGaN segments. The conclusion is that compositional nonuniformity in indium causes the observed redshift and that this is relevant for optimizing growth and color accuracy for LEDs in the green gap.
Significance. If the interpretation were fully supported, the paper would provide a useful demonstration of spatially resolved color variation along individual InGaN nanowires, which is relevant to color tuning in the green gap. The Confocal-SSS approach and the lithographic marker method for locating individual nanowires are practical strengths, and the observation of a reproducible axial redshift is credible and could motivate further growth studies. However, the central compositional claim is not directly verified: no indium-sensitive measurement (EDX, XRD, atom probe, or similar) is presented, and alternative sources of the redshift such as strain, confinement, or measurement artifacts are not ruled out. The paper therefore currently reads as a promising observation rather than an established causal link, and it would need either direct composition data or a substantially more cautious framing to support its conclusions.
major comments (3)
- [Section IV, Confocal-SSS setup] The central claim that the observed axial redshift 'indicates a variation in indium incorporation' is not backed by any direct composition measurement. The manuscript reports no EDX, no atom probe, no XRD, and no other composition-sensitive experiment that connects the 20, 40, and 80 nm redshift to an indium concentration gradient. In InGaN nanowires, strain relaxation, quantum confinement, carrier localization, and thickness or facet variations can also shift the emission peak without a change in composition. Since the abstract and conclusion assert a causal role for indium nonuniformity, this missing link is load-bearing. I ask the authors to add direct composition measurements along the growth axis, or alternatively to reframe the conclusion as a hypothesis and explicitly discuss the alternative mechanisms.
- [Section IV, Confocal-SSS setup] The quantitative support for the reported redshifts is incomplete. The manuscript states that the peak wavelengths were 'derived from the fitting process' but does not describe the fitting model, the uncertainty of the fitted peak positions, or the calibration of the wavelength scale of the Confocal-SSS setup. No error bars are shown on any spectrum or map, and only three nanowires are presented. Without an estimate of the measurement uncertainty, it is not possible to judge whether the 20, 40, and 80 nm shifts are statistically significant or whether part of the spatial shift could be an artifact of the fitting or imaging procedure. Please provide the fitting details, a wavelength calibration procedure, and uncertainty quantification, and state how many nanowires were measured in total.
- [Section III] The wording of the conclusions goes beyond what the data establish. The abstract states 'increasing the indium concentration causes a redshift in emission,' and the conclusion says 'compositional nonuniformity in indium concentration causes a redshift in the spectral emission.' Since indium concentration is not measured, these causal statements are not supported by the experiments reported. The data support the weaker statement that the emission peak shifts along the growth direction and that this is consistent with, but not proof of, an indium gradient. The manuscript should be revised so that the claims match the evidence.
minor comments (5)
- [Section II, Fig. II.3] In the paragraph after Fig. II.3, the text refers to a 'Green-GaN segment' where the context and the figure labels indicate 'Green-InGaN.' This should be corrected for consistency.
- [Section IV, MBE Growth] Reference [30] is listed as a paper on hydrogen impurity incorporation in polycrystalline diamond films, which appears unrelated to the statement about reduced indium surface diffusion length. Please verify this citation and replace it with an appropriate source.
- [Acknowledgements] The acknowledgement contains a typo: 'reasearch' should be 'research.'
- [Abstract] The term 'compressive physical and optical investigation' could be read as overstating the scope; 'study' or 'characterization' would be more accurate given the three-nanowire dataset.
- [Section II, Fig. II.5] The sentence 'The redshift observed along the NWs indicates a variation in indium incorporation developed during the growth process' is immediately repeated in the caption; one of the two occurrences should be removed.
Circularity Check
No significant circularity: the observed spatial redshift is an independent measurement, and the compositional interpretation rests on external prior literature rather than on fitted inputs or self-citations.
full rationale
The paper's derivation chain is experimental: Confocal-SSS and CL provide spatially resolved emission spectra, and the observed 20, 40, and 80 nm redshifts are raw measured quantities independent of any model. The claim that the redshift indicates indium compositional variation is an interpretation supported by cited prior literature [9,15], not by a fit or by an equation defined in terms of the conclusion. No parameter is fitted and then renamed as a prediction; no uniqueness theorem or ansatz is imported from the authors' own prior work; the self-citations [3,5,23,29] concern MBE growth procedures and are not load-bearing for the optical redshift claim. The absence of direct composition measurements (e.g., EDX or atom probe) weakens causal certainty, but that is an underdetermination and correctness issue, not circularity. The central observation is self-contained against the instrument data, so the appropriate circularity score is 0.
Assumptions & free parameters
assumptions (3)
- domain assumption InGaN emission wavelength increases with indium concentration.
- domain assumption The 362 nm peak originates from the GaN seed layer.
- domain assumption Spectral peak position is an unbiased proxy for local indium fraction, with negligible strain and quantum confinement effects.
Cite this review
Pith. "Pith review of Characterization of the optical response from variant InGaN nanowires emitting within the green spectral gap." pith.science (2026). https://pith.science/paper/7DGNOSNC
@misc{pith2026250808977,
author = {Pith},
title = {Pith review of: Characterization of the optical response from variant InGaN nanowires emitting within the green spectral gap},
year = {2026},
howpublished = {\url{https://pith.science/paper/7DGNOSNC}},
note = {Machine review of arXiv:2508.08977}
}
read the original abstract
This study provides a comprehensive physical and optical investigation of InGaN nanowires (NWs) designed to address the challenges posed by the green gap region. We conduct a detailed analysis of the morphology, structure, and optical characteristics of the NWs using characterization techniques such as scanning electron microscopy, cathodoluminescence spectroscopy, and confocal scanning microscopy. Notably, increasing the indium concentration causes a redshift in emission and alters the luminescence properties across different segments of NWs. Our findings provide valuable insight into the correlation between indium compositional nonuniformity and the optical emission properties of NWs. These insights contribute to optimizing the growth condition, color accuracy, and enhancing optical efficiency of NWs, highlighting their potential for next generation high-performance LEDs and optoelectronics devices.
Reference graph
Works this paper leans on
-
[1]
Physikalisch-Technische Bundesanstalt, Bundesallee 100, 38116 Braunschweig, Germany ∗
-
[2]
Institut for Festkörperphysik, Leibniz Universität Hannover, Appelstr. 2, 30167 Hannover, Germany
-
[3]
Department of Electrical Engineering, Indian Institute of Technology Bombay,400076 Mumbai, India and
-
[4]
Institute of Semiconductor and Solid State Physics, Johannes Kepler University Linz, Altenberger Straße 69, 4040 Linz, Austria This study provides a comprehensive physical and optical investigation of InGaN nanowires (NWs) designed to address the challenges posed by the green gap region. We conduct a detailed analysis of the morphology, structure, and opt...
work page Pith review arXiv 2025
-
[5]
Microscale perovskite quantum dot light-emitting diodes (micro-peleds) for full-color displays
Wenhao Bai, Tongtong Xuan, Haiyan Zhao, Shuchen Shi, Xiaoyu Zhang, Tianliang Zhou, Le Wang, and Rong-Jun Xie. Microscale perovskite quantum dot light-emitting diodes (micro-peleds) for full-color displays. Advanced Optical Materials, 10(12):2200087, 2022
work page 2022
-
[6]
Superluminescent lightemittingdiodesonnaturallysurvivedingan/ganlat- eral nanowires
D Banerjee, S Sankaranarayanan, D Khachariya, MB Nadar, S Ganguly, and D Saha. Superluminescent lightemittingdiodesonnaturallysurvivedingan/ganlat- eral nanowires. Applied Physics Letters, 109(3), 2016
work page 2016
-
[7]
Swagata Bhunia, Ritam Sarkar, Dhiman Nag, Dipankar Jana, Suddhasatta Mahapatra, and Apurba Laha. Scal- ing nanowire-supported gan quantum dots to the sub- 10 nm limit, yielding complete suppression of the giant built-in potential. Crystal Growth & Design , 23(6):3935– 3941, 2023
work page 2023
-
[8]
Y-L Chang, JL Wang, F Li, and Z Mi. High efficiency green, yellow, and amber emission from ingan/gan dot- in-a-wire heterostructures on si (111). Applied Physics Letters, 96(1), 2010
work page 2010
Show all 39 references
-
[9]
Soumyadip Chatterjee, Ritam Sarkar, Swagata Bhunia, Dhammapriy Gayakwad, Dipankar Saha, and Apurba Laha. Role of ga-flux in indium incorporation and emis- sion properties of self-assembled ingan nanowires grown on si (111).Materials Science in Semiconductor Process- ing, 180:1...
2024
-
[10]
russian doll
Shaobo Cheng, Zewen Wu, Brian Langelier, Xianghua Kong, Toon Coenen, Sangeetha Hari, Yong-Ho Ra, Roksana Tonny Rashid, Alexandre Pofelski, Hui Yuan, etal. Nanoscalestructuralandemissionpropertieswithin “russian doll”-type ingan/algan quantum wells.Advanced Optical Materials, 8...
2020
-
[11]
Processing and characterization of high resolution gan/ingan led arrays at 10 micron pitch for micro display applications
Ludovic Dupré, Marjorie Marra, Valentin Verney, Bernard Aventurier, Franck Henry, François Olivier, Sauveur Tirano, Anis Daami, and François Tem- plier. Processing and characterization of high resolution gan/ingan led arrays at 10 micron pitch for micro display applications. I...
2017
-
[12]
A growth diagram for plasma-assisted molecular beam epitaxy of gan nanocolumns on si (111)
S Fernández-Garrido, J Grandal, E Calleja, MA Sánchez- García, and D López-Romero. A growth diagram for plasma-assisted molecular beam epitaxy of gan nanocolumns on si (111). Journal of Applied Physics , 106(12), 2009
2009
-
[13]
Explaining relative spectral red shifts in ingan/gan micropillars
Wai Yuen Fu and HW Choi. Explaining relative spectral red shifts in ingan/gan micropillars. Optica, 5(7):765– 773, 2018
2018
-
[14]
Green-emitting oxonitridoberyllosilicate ba [be- sion2]: Eu2+ for wide gamut displays.Advanced Optical 5 Materials, 12(12):2302343, 2024
Tobias Giftthaler, Philipp Strobel, Volker Weiler, Arthur Haffner, Andreas Neuer, Jennifer Steinadler, Thomas Bräuniger, SimonDKloß, StefanRudel, PeterJSchmidt, et al. Green-emitting oxonitridoberyllosilicate ba [be- sion2]: Eu2+ for wide gamut displays.Advanced Optical 5 Mate...
2024
-
[15]
Green luminescence of ingan nanowires grown on silicon sub- strates by molecular beam epitaxy
Kevin D Goodman, Vladimir V Protasenko, Jai Verma, ThomasHKosel, HuiliGXing, andDebdeepJena. Green luminescence of ingan nanowires grown on silicon sub- strates by molecular beam epitaxy. Journal of Applied Physics, 109(8), 2011
2011
-
[16]
Epitaxial growth of ingan nanowire arrays for light emitting diodes
Christopher Hahn, Zhaoyu Zhang, Anthony Fu, Cheng Hao Wu, Yun Jeong Hwang, Daniel J Gargas, and Peidong Yang. Epitaxial growth of ingan nanowire arrays for light emitting diodes. ACS nano, 5(5):3970– 3976, 2011
2011
-
[17]
Ori- gin of the nonradiative decay of bound excitons in gan nanowires
Christian Hauswald, Pierre Corfdir, Johannes K Zettler, Vladimir M Kaganer, Karl K Sabelfeld, Ser- gioFernández-Garrido, TimurFlissikowski, VincentCon- sonni, Tobias Gotschke, Holger T Grahn, et al. Ori- gin of the nonradiative decay of bound excitons in gan nanowires. Physica...
2014
-
[18]
Carrier lifetimes in green emitting ingan/gan disks-in-nanowire and characteristics of green light emitting diodes
Sanjay Krishna and Elena Plis. Carrier lifetimes in green emitting ingan/gan disks-in-nanowire and characteristics of green light emitting diodes. 2013
2013
-
[19]
Complete composition tunability of ingan nanowires using a combinatorial approach.Nature mate- rials, 6(12):951–956, 2007
Tevye Kuykendall, Philipp Ulrich, Shaul Aloni, and Pei- dong Yang. Complete composition tunability of ingan nanowires using a combinatorial approach.Nature mate- rials, 6(12):951–956, 2007
2007
-
[20]
High responsivity and wavelength selectivity of gan-based resonant cavity photodiodes.Ad- vanced Optical Materials, 8(7):1901276, 2020
Jing Li, Chao Yang, Lei Liu, Haicheng Cao, Shan Lin, Xin Xi, Xiaodong Li, Zhanhong Ma, Kaiyou Wang, Amalia Patanè, et al. High responsivity and wavelength selectivity of gan-based resonant cavity photodiodes.Ad- vanced Optical Materials, 8(7):1901276, 2020
2020
-
[21]
Very high external quantum efficiency and wall-plug efficiency 527 nm ingan green leds by mocvd
PP Li, YB Zhao, HJ Li, JM Che, Z-H Zhang, ZC Li, YY Zhang, LC Wang, M Liang, XY Yi, et al. Very high external quantum efficiency and wall-plug efficiency 527 nm ingan green leds by mocvd. Optics Express , 26(25):33108–33115, 2018
2018
-
[22]
Shockley–read–hall recombina- tionandefficiencydroopiningan/ganmultiple-quantum- well green light-emitting diodes
Wei Liu, Degang Zhao, Desheng Jiang, Ping Chen, Zong- shun Liu, Jianjun Zhu, Xiang Li, Feng Liang, Jianping Liu, Liqun Zhang, et al. Shockley–read–hall recombina- tionandefficiencydroopiningan/ganmultiple-quantum- well green light-emitting diodes. Journal of Physics D: Applied...
2016
-
[23]
N- polar ingan nanowires: breaking the efficiency bottleneck of nano and micro leds.Photonics Research, 10(2):587– 593, 2022
Xianhe Liu, Yi Sun, Yakshita Malhotra, Ayush Pandey, Ping Wang, Yuanpeng Wu, Kai Sun, and Zetian Mi. N- polar ingan nanowires: breaking the efficiency bottleneck of nano and micro leds.Photonics Research, 10(2):587– 593, 2022
2022
-
[24]
High efficiency ingan nanowire tunnel junction green micro-leds.Applied Physics Letters, 119(14), 2021
Xianhe Liu, Yi Sun, Yakshita Malhotra, Ayush Pandey, Yuanpeng Wu, Kai Sun, and Zetian Mi. High efficiency ingan nanowire tunnel junction green micro-leds.Applied Physics Letters, 119(14), 2021
2021
-
[25]
Micro-light- emitting diodes based on ingan materials with quantum dots
Zhaojun Liu, Byung-Ryool Hyun, Yujia Sheng, Chun- Jung Lin, Mengyuan Changhu, Yonghong Lin, Chih- Hsiang Ho, Jr-Hau He, and Hao-Chung Kuo. Micro-light- emitting diodes based on ingan materials with quantum dots. Advanced Materials Technologies , 7(6):2101189, 2022
2022
-
[26]
Effects of exciton localization on internal quan- tum efficiency of ingan nanowires
Hideaki Murotani, Yoichi Yamada, Takuya Tabata, Yoshio Honda, Masahito Yamaguchi, and Hiroshi Amano. Effects of exciton localization on internal quan- tum efficiency of ingan nanowires. Journal of Applied Physics, 114(15), 2013
2013
-
[27]
Role of defect saturation in improving optical response from ingan nanowires in higher wavelength regime.Nan- otechnology, 31(49):495705, 2020
Dhiman Nag, Ritam Sarkar, Swagata Bhunia, Tarni Ag- garwal, Kankat Ghosh, Shreekant Sinha, Swaroop Gan- guly, Dipankar Saha, Ray-Hua Horng, and Apurba Laha. Role of defect saturation in improving optical response from ingan nanowires in higher wavelength regime.Nan- otechnolog...
2020
-
[28]
Gan- based deep-nano structures: Break the efficiency bottle- neck of conventional nanoscale optoelectronics.Advanced Optical Materials, 10(5):2102263, 2022
Ishtiaque Ahmed Navid, Ayush Pandey, Yin Min Goh, JonathanSchwartz, RobertHovden, andZetianMi. Gan- based deep-nano structures: Break the efficiency bottle- neck of conventional nanoscale optoelectronics.Advanced Optical Materials, 10(5):2102263, 2022
2022
-
[29]
Cathodoluminescence of stacking fault bound excitons for local probing of the exciton diffusion length in single gan nanowires.Applied Physics Letters, 104(10), 2014
Gilles Nogues, Thomas Auzelle, Martien Den Hertog, Bruno Gayral, and Bruno Daudin. Cathodoluminescence of stacking fault bound excitons for local probing of the exciton diffusion length in single gan nanowires.Applied Physics Letters, 104(10), 2014
2014
-
[30]
In desorption in ingan nanowire growth on si generates a unique light emitter: from in- rich ingan to the intermediate core–shell ingan to pure gan
Xingchen Pan, Hao Hong, Rongli Deng, Mingrui Luo, and Richard Noetzel. In desorption in ingan nanowire growth on si generates a unique light emitter: from in- rich ingan to the intermediate core–shell ingan to pure gan. Crystal Growth & Design , 23(8):6130–6135, 2023
2023
-
[31]
Green gap spectral range light-emitting diodes with self-assembled ingan quantum dots formed by enhanced phase separation.Ap- plied physics express, 4(4):042102, 2011
Il-Kyu Park and Seong-Ju Park. Green gap spectral range light-emitting diodes with self-assembled ingan quantum dots formed by enhanced phase separation.Ap- plied physics express, 4(4):042102, 2011
2011
-
[32]
High efficiency green/yellow and red ingan/algan nanowire light-emitting diodes grown by molecular beam epitaxy
M Rajan Philip, DD Choudhary, M Djavid, KQ Le, J Piao, and HPT Nguyen. High efficiency green/yellow and red ingan/algan nanowire light-emitting diodes grown by molecular beam epitaxy. Journal of Science: Advanced Materials and Devices , 2(2):150–155, 2017
2017
-
[33]
Ritam Sarkar, R Fandan, Krista R Khiangte, S Chouk- sey, AM Josheph, S Das, S Ganguly, D Saha, and Apurba Laha. Comprehensive investigation on the corre- lation of growth, structural and optical properties of gan nanowires grown on si (111) substrates by plasma as- sisted mole...
2016 arXiv
-
[34]
Effect of methane concentration in hydrogen plasma on hydrogen impurity incorporation in thick large-grained polycrystalline diamond films
CJ Tang, AJS Fernandes, XF Jiang, JL Pinto, and H Ye. Effect of methane concentration in hydrogen plasma on hydrogen impurity incorporation in thick large-grained polycrystalline diamond films. Journal of Crystal Growth, 426:221–227, 2015
2015
-
[35]
Vn–vin divacancies as the origin of non-radiative recombination centers in ingan quantum wells
Anna Toschi, Yao Chen, Jean-François Carlin, Raphaël Butté, and Nicolas Grandjean. Vn–vin divacancies as the origin of non-radiative recombination centers in ingan quantum wells. APL Materials, 13(3), 2025
2025
-
[36]
Toward smart and ultra- efficient solid-state lighting.Advanced Optical Materials, 2(9):809–836, 2014
Jeffrey Y Tsao, Mary H Crawford, Michael E Coltrin, Arthur J Fischer, Daniel D Koleske, Ganapathi S Sub- ramania, George T Wang, Jonathan J Wierer, and Robert F Karlicek Jr. Toward smart and ultra- efficient solid-state lighting.Advanced Optical Materials, 2(9):809–836, 2014
2014
-
[37]
Visualizing highly localized luminescence in gan/aln heterostructures in nanowires
Luiz Fernando Zagonel, L Rigutti, M Tchernycheva, G Jacopin, R Songmuang, and M Kociak. Visualizing highly localized luminescence in gan/aln heterostructures in nanowires. Nanotechnology, 23(45):455205, 2012
2012
-
[38]
Single nanowire green ingan/gan light emitting diodes
Guogang Zhang, Ziyuan Li, Xiaoming Yuan, Fan Wang, Lan Fu, Zhe Zhuang, Fang-Fang Ren, Bin Liu, Rong Zhang, Hark Hoe Tan, et al. Single nanowire green ingan/gan light emitting diodes. Nanotechnology, 27(43):435205, 2016
2016
-
[39]
Iii-nitride nanowires on unconventional substrates: From materials to optoelec- tronic device applications
Chao Zhao, Nasir Alfaraj, Ram Chandra Subedi, Jian Wei Liang, Abdullah A Alatawi, Abdullah A Alhamoud, Mohamed Ebaid, Mohd Sharizal Alias, Tien Khee Ng, and Boon S Ooi. Iii-nitride nanowires on unconventional substrates: From materials to optoelec- tronic device applications. ...
2018
Reviewed August 15, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.