
High-throughput study of X-ray-induced synthesis of flower-like CuxO
Qingyun Hu1,2, Lingyue Zhu1,2, Genmao Zhuang1,2, Hong Wang1,2(), Yang Ren3, Jian Hui1,2(
)
Materials Genome Engineering Advances ›› 2024, Vol. 2 ›› Issue (3) : e59.
High-throughput study of X-ray-induced synthesis of flower-like CuxO
CuxO with flower-like hierarchical structures has attracted significant research interest due to its intriguing morphologies and unique properties. The conventional methods for synthesizing such complex structures are costly and require rigorous experimental conditions. Recently, the X-ray irradiation has emerged as a promising method for the rapid fabrication of precisely controlled CuxO shapes in large areas under environmentally friendly conditions. Nevertheless, the morphological regulation of the X-ray-induced synthesis of the CuxO is a multi-parameter optimization task. Therefore, it is essential to quantitatively reveal the interplay between these parameters and the resulting morphology. In this work, we employed a high-throughput experimental data-driven approach to investigate the kinetics of X-ray-induced reactions and the impact of key factors, including sputtering power, film thickness, and annealing of precursor Cu thin films on the morphologies of CuxO. For the first time, the flower-like CuxO nanostructures were synthesized using X-ray radiation at ambient condition. This research proposes an eco-friendly and cost-effective strategy for producing CuxO with customizable morphologies. Furthermore, it enhances comprehension of the underlying mechanisms of X-ray-induced morphological modification, which is essential for optimizing the synthesis process and expanding the potential applications of flower-like structures.
copper oxide / data-driven / flower-like structure / high-throughput approach / X-ray-induced
1 | Xia Y, Yang P, Sun Y, et al. One-dimensional nanostructures: synthesis, characterization, and applications. Adv Mater. 2003;15(5):353-389. |
2 | King’ondu CK, Iyer A, Njagi EC, et al. Light-assisted synthesis of metal oxide heirarchical structures and their catalytic applications. J Am Chem Soc. 2011;133(12):4186-4189. |
3 | Zhu W, Feng X, Feng L, Jiang L. UV-Manipulated wettability between superhydrophobicity and superhydrophilicity on a transparent and conductive SnO 2 nanorod film. Chem Commun. 2006;26:2753-2755. |
4 | Zhao Z, Zhao Y, Lin R, et al. Modular super-assembly of hierarchical superstructures from monomicelle building blocks. Sci Adv. 2022;8(19):eabO0283. |
5 | Li G.-R, Lu X.-H, Qu D.-L, et al. Electrochemical growth and control of ZnO dendritic structures. J Phys Chem C. 2007;111(18):6678-6683. |
6 | Jeong S, Seo S, Yang H, et al. Cyclohexylammonium-based 2D/3D perovskite heterojunction with funnel-like energy band alignment for efficient solar cells (23.91%). Adv Energy Mater. 2021;11(42):2102236. |
7 | Zhang K, Park M, Zhou L, et al. Urchin-like CoSe2 as a highperformance anode material for sodium-ion batteries. Adv Funct Mater. 2016;26(37):6728-6735. |
8 | Li H, Yu S, Han X. Fabrication of CuO hierarchical flower-like structures with biomimetic superamphiphobic, self-cleaning and corrosion resistance properties. Chem Eng J. 2016;283:1443-1454. |
9 | Duan Y, Liu X, Han L, et al. Optically active chiral CuO “Nanoflowers”. J Am Chem Soc. 2014;136(20):7193-7196. |
10 | Jang J, Chung S, Kang H, Subramanian V. P-type CuO and Cu2O transistors derived from a sol–gel copper (II) acetate monohydrate precursor. Thin Solid Films. 2016;600:157-161. |
11 | Ghadimkhani G, de Tacconi NR, Chanmanee W, Janaky C, Rajeshwar K. Efficient solar photoelectrosynthesis of methanol from carbon dioxide using hybrid CuO–Cu2O semiconductor nanorod arrays. Chem Commun. 2013;49(13):1297. |
12 | Li S.-K, Guo X, Wang Y, et al. Rapid synthesis of flower-like Cu2O architectures in ionic liquids by the assistance of microwave irradiation with high photochemical activity. Dalton Trans. 2011;40(25):6745. |
13 | Wang S, Zhang X, Pan L, et al. Controllable sonochemical synthesis of Cu2O/Cu2(OH)3NO3 composites toward synergy of adsorption and photocatalysis. Appl Catal B Environ. 2015;164:234-240. |
14 | Zhang H, Zhu Q, Zhang Y, Wang Y, Zhao L, Yu B. One-pot synthesis and hierarchical assembly of hollow Cu2O microspheres with nanocrystals-composed porous multishell and their gas-sensing properties. Adv Funct Mater. 2007;17(15):2766-2771. |
15 | Wang Z, Su F, Madhavi S, Lou XW. CuO nanostructures supported on Cu substrate as integrated electrodes for highly reversible lithium storage. Nanoscale. 2011;3(4):1618. |
16 | Zhao M, Shang F, Song Y, et al. Surface morphology, composition and wettability Cu2O/CuO composite thin films prepared by a facile hydrothermal method. Appl Phys A. 2014;118(3):901-906. |
17 | Yuan Z, Wang X, Bin J, et al. Controllable fabrication of lotus-leaflike superhydrophobic surface on copper foil by self-assembly. Appl Phys A. 2014;116(4):1613-1620. |
18 | Wang Y, Jiang T, Meng D, et al. Fabrication of nanostructured CuO films by electrodeposition and their photocatalytic properties. Appl Surf Sci. 2014;317:414-421. |
19 | Han S, Niang KM, Rughoobur G, Flewitt AJ. Effects of post-deposition vacuum annealing on film characteristics of p-type Cu2O and its impact on thin film transistor characteristics. Appl Phys Lett. 2016;109(17). |
20 | Panda R, Patel M, Thomas J, Joshi HC. Pulsed laser deposited Cu2O/CuO films as efficient photocatalyst. Thin Solid Films. 2022;744:139080. |
21 | Li Y, Jiang M, Deng Z, Zeng S, Hao J. Low dose soft X-ray remotely triggered lanthanide nanovaccine for deep tissue CO gas release and activation of systemic anti-tumor immunoresponse. Adv Sci. 2021;8(12):2004391. |
22 | Du Z, Zhang X, Guo Z, et al. X-ray-controlled generation of peroxynitrite based on nanosized LiLuF4: Ce3+scintillators and their applications for radiosensitization. Adv Mater. 2018;30(43):180 4046. |
23 | Wang Z, Zhao Y, Zha C, et al. X-Ray induced synthesis of 8H diamond. Adv Mater. 2008;20(17):3303-3307. |
24 | Hui J, Hu Q, Zhuang G, et al. Synchrotron X-ray-driven nitrogen reduction on an AgCu thin film. Small. 2022;18(26):2202720. |
25 | Fenwick O, Coutiño-Gonzalez E, Richard F, et al. X-Ray-Induced growth dynamics of luminescent silver clusters in zeolites. Small. 2020;16(26):2002063. |
26 | Siddiqui H, Parra MR, Haque FZ. Optimization of process parameters and its effect on structure and morphology of CuO nanoparticle synthesized via the sol–gel technique. J Sol Gel Sci Technol. 2018;87(1):125-135. |
27 | Hui J, Yu J, Luo Y, et al. Synchrotron X-ray-induced synthesis of copper hydroxide nitrate nanoplates on Cu thin films in an ambient atmosphere. ACS Appl Mater Interfaces. 2022;14(20):23342-23347. |
28 | Ludwig A. Discovery of new materials using combinatorial synthesis and high-throughput characterization of thin-film materials libraries combined with computational methods. NPJ Comput Mater. 2019;5(1):70. |
29 | Maier WF, Stoewe K, Sieg S. Combinatorial and high-throughput materials science. Angew Chem Int Ed. 2007;46(32):6016-6067. |
30 | Liu Y, Yang Z, Zou X, et al. Data quantity governance for machine learning in materials science. Natl Sci Rev. 2023;10(7). |
31 | Khort A, Roslyakov S, Loginov P. Solution combustion synthesis of single-phase bimetallic nanomaterials. Nano-Structures & Nano-Objects. 2021;26:100727. |
32 | Sun Y, Ren Y, Haeffner DR, et al. Nanophase evolution at semiconductor/electrolyte interface in situ probed by time-resolved highenergy synchrotron X-ray diffraction. Nano Lett. 2010;10(9):3747-3753. |
33 | Bentea L, Watzky MA, Finke RG. Sigmoidal nucleation and growth curves across nature fit by the Finke–Watzky model of slow continuous nucleation and autocatalytic growth: explicit formulas for the lag and growth times plus other key insights. J Phys Chem C. 2017;121(9):5302-5312. |
34 | Vajda S, Rabitz H. Identifiability and distinguishability of first-order reaction systems. J Phys Chem. 1988;92(3):701-707. |
35 | Clark M, Muneshwar T, Xiong M, Cadien K, Ivey D. Saturation behavior of atomic layer deposition MnO x from bis (ethylcyclopentadienyl) manganese and water: saturation effect on coverage of porous oxygen reduction electrodes for metal–air batteries. ACS Appl Nano Mater. 2018;2(1):267-277. |
36 | Focht D. The effect of temperature, pH, and aeration on the production of nitrous oxide and gaseous nitrogen—a zero-order kinetic model. Soil Sci. 1974;118(3):173-179. |
37 | Wagner AJ, Han K, Vaught AL, Fairbrother DH. X-ray induced modification of semifluorinated organic thin films. J Phys Chem B. 2000;104(14):3291-3297. |
38 | Jain I, Agarwal G. Ion beam induced surface and interface engineering. Surf Sci Rep. 2011;66(3-4):77-172. |
39 | Bundesmann C, Neumann H. Tutorial: the systematics of ion beam sputtering for deposition of thin films with tailored properties. J Appl Phys. 2018;124(23). |
40 | Lai W, Chen Z, Zhu J, et al. A NiMoS flower-like structure with selfassembled nanosheets as high-performance hydrodesulfurization catalysts. Nanoscale. 2016;8(6):3823-3833. |
41 | Parveen N, Cho MH. Self-assembled 3D flower-like nickel hydroxide nanostructures and their supercapacitor applications. Sci Rep. 2016;6(1):27318. |
42 | Mes-adi H, Saadouni K, Badawi M, Mazroui M, Lebègue S. Growth and annealing effect on the Cu thin film deposited on Si (0 0 1) surface. J Cryst Growth. 2022;586:126631. |
43 | Du S, Li Y. Effect of annealing on microstructure and mechanical properties of magnetron sputtered Cu thin films. Adv Mater Sci Eng. 2015;2015:1-8. |
44 | Hui J, Hu Q, Yuan H, et al. High-throughput study of amorphous stability and optical properties of superlattice-like Ge–Sb–Te thin films. Small. 2023;20(16). |
45 | Prescher C, Prakapenka VB. DIOPTAS: a program for reduction of two-dimensional X-ray diffraction data and data exploration. High Press Res. 2015;35(3):223-230. |
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