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Leng RZ, Yun B, Chen ZH, Chai C, Xu WW, Yu YH, Wang L. High-Transmission Biomimetics Structural Surfaces Produced via Ultrafast Laser Manufacturing. Biomimetics (Basel) 2023; 8:586. [PMID: 38132525 PMCID: PMC10742336 DOI: 10.3390/biomimetics8080586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 10/10/2023] [Accepted: 11/14/2023] [Indexed: 12/23/2023] Open
Abstract
Inspired by periodically aligned micro/nanostructures on biological surfaces, researchers have been fabricating biomimetic structures with superior performance. As a promising and versatile tool, an ultrafast laser combined with other forms of processing technology has been utilized to manufacture functional structures, e.g., the biomimetic subwavelength structures to restrain the surface Fresnel reflectance. In this review paper, we interpret the biomimetic mechanism of antireflective subwavelength structures (ARSSs) for high-transmission windows. Recent advances in the fabrication of ARSSs with an ultrafast laser are summarized and introduced. The limitations and challenges of laser processing technology are discussed, and the future prospects for advancement are outlined, too.
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Affiliation(s)
- Rui-Zhe Leng
- State Key Laboratory of Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, Changchun 130012, China; (R.-Z.L.); (B.Y.); (Z.-H.C.); (Y.-H.Y.)
| | - Bi Yun
- State Key Laboratory of Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, Changchun 130012, China; (R.-Z.L.); (B.Y.); (Z.-H.C.); (Y.-H.Y.)
| | - Zhi-Hao Chen
- State Key Laboratory of Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, Changchun 130012, China; (R.-Z.L.); (B.Y.); (Z.-H.C.); (Y.-H.Y.)
| | - Chen Chai
- GRINM Guojing Advanced Materials Co., Ltd., Langfang 065001, China;
| | - Wei-Wei Xu
- School of Electrical and Information Engineering, Jilin Engineering Normal University, Changchun 130052, China;
| | - Yan-Hao Yu
- State Key Laboratory of Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, Changchun 130012, China; (R.-Z.L.); (B.Y.); (Z.-H.C.); (Y.-H.Y.)
| | - Lei Wang
- State Key Laboratory of Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, Changchun 130012, China; (R.-Z.L.); (B.Y.); (Z.-H.C.); (Y.-H.Y.)
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Sullivan J, Mirhashemi A, Lee J. Deep learning based analysis of microstructured materials for thermal radiation control. Sci Rep 2022; 12:9785. [PMID: 35697745 PMCID: PMC9192759 DOI: 10.1038/s41598-022-13832-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 05/30/2022] [Indexed: 12/21/2022] Open
Abstract
Microstructured materials that can selectively control the optical properties are crucial for the development of thermal management systems in aerospace and space applications. However, due to the vast design space available for microstructures with varying material, wavelength, and temperature conditions relevant to thermal radiation, the microstructure design optimization becomes a very time-intensive process and with results for specific and limited conditions. Here, we develop a deep neural network to emulate the outputs of finite-difference time-domain simulations (FDTD). The network we show is the foundation of a machine learning based approach to microstructure design optimization for thermal radiation control. Our neural network differentiates materials using discrete inputs derived from the materials’ complex refractive index, enabling the model to build relationships between the microtexture’s geometry, wavelength, and material. Thus, material selection does not constrain our network and it is capable of accurately extrapolating optical properties for microstructures of materials not included in the training process. Our surrogate deep neural network can synthetically simulate over 1,000,000 distinct combinations of geometry, wavelength, temperature, and material in less than a minute, representing a speed increase of over 8 orders of magnitude compared to typical FDTD simulations. This speed enables us to perform sweeping thermal-optical optimizations rapidly to design advanced passive cooling or heating systems. The deep learning-based approach enables complex thermal and optical studies that would be impossible with conventional simulations and our network design can be used to effectively replace optical simulations for other microstructures.
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Affiliation(s)
- Jonathan Sullivan
- Department of Mechanical and Aerospace Engineering, University of California, Irvine, USA
| | | | - Jaeho Lee
- Department of Mechanical and Aerospace Engineering, University of California, Irvine, USA.
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Fabrication and Characterization of Inverted Silicon Pyramidal Arrays with Randomly Distributed Nanoholes. MICROMACHINES 2021; 12:mi12080931. [PMID: 34442553 PMCID: PMC8400036 DOI: 10.3390/mi12080931] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 08/02/2021] [Accepted: 08/03/2021] [Indexed: 11/29/2022]
Abstract
We report the fabrication, electromagnetic simulation and measurement of inverted silicon pyramidal arrays with randomly distributed nanoholes that act as an anti-reflectivity coating. The fabrication route combines the advantages of anisotropic wet etching and metal-assisted chemical etching. The former is employed to form inverted silicon pyramid arrays, while the latter is used to generate randomly distributed nanoholes on the surface and sidewalls of the generated inverted silicon pyramidal arrays. We demonstrate, numerically and experimentally, that such a structure facilitates the multiple reflection and absorption of photons. The resulting nanostructure can achieve the lowest reflectance of 0.45% at 700 nm and the highest reflectance of 5.86% at 2402 nm. The average reflectance in the UV region (250–400 nm), visible region (400–760 nm) and NIR region (760–2600 nm) are 1.11, 0.63 and 3.76%, respectively. The reflectance at broadband wavelength (250–2600 nm) is 14.4 and 3.4 times lower than silicon wafer and silicon pyramids. In particular, such a structure exhibits high hydrophobicity with a contact angle up to 132.4°. Our method is compatible with well-established silicon planar processes and is promising for practical applications of anti-reflectivity coating.
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He Y, Wang Y, Li M, Yang Q, Chen Z, Zhang J, Wen Q. All-optical spatial terahertz modulator with surface-textured and passivated silicon. OPTICS EXPRESS 2021; 29:8914-8925. [PMID: 33820332 DOI: 10.1364/oe.419299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 02/26/2021] [Indexed: 06/12/2023]
Abstract
For a Si-based all-optical spatial terahertz modulator (STM), an enhanced modulation efficiency under low illumination density would be of great significance to exploit the competence of THz technology in real-world applications. We presented here an implementation of such a device by microtexturing and passivating the Si surface, forming a truncated pyramidal array (TPA). This TPA structure with SiO2 passivating coatings not only decreases light reflectance and expands the active area for THz modulation but also remarkably increases the photogenerated carrier lifetime. These 3-fold benefits render Si-TPA superior to bare-Si with respect to the achievable modulation efficiency, especially at low irradiation power. Furthermore such a Si-TPA device is also more applicable than its counterpart that is only passivated by SiO2 nanocoatings, even though the Si-SiO2 has a slightly increased modulation efficiency. These periodically aligned pyramids resembled as a mesa array significantly suppress the lateral diffusion induced by longer diffusion, resulting in an equivalent resolution of bare-Si. This novel Si-TPA based STM is highly desired for realizing a high-performance THz imager and provides a feasible approach to breaking the trade-off between resolution and modulation efficiency.
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Li X, Wu F, Jin Y, Zhai D, Li Y, Ni C, Shi G. Efficient gatherer of sunlight based on two-sided bio-inspired antireflective micro-pyramids with PPy/TiO2. INORG CHEM COMMUN 2019. [DOI: 10.1016/j.inoche.2019.107604] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Krishnan C, Mercier T, Rahman T, Piana G, Brossard M, Yagafarov T, To A, Pollard ME, Shaw P, Bagnall DM, Hoex B, Boden SA, Lagoudakis PG, Charlton MDB. Efficient light harvesting in hybrid quantum dot-interdigitated back contact solar cells via resonant energy transfer and luminescent downshifting. NANOSCALE 2019; 11:18837-18844. [PMID: 31595913 DOI: 10.1039/c9nr04003j] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
In this paper, we propose a hybrid quantum dot (QD)/solar cell configuration to improve performance of interdigitated back contact (IBC) silicon solar cells, resulting in 39.5% relative boost in the short-circuit current (JSC) through efficient utilisation of resonant energy transfer (RET) and luminescent downshifting (LDS). A uniform layer of CdSe1-xSx/ZnS quantum dots is deposited onto the AlOx surface passivation layer of the IBC solar cell. QD hybridization is found to cause a broadband improvement in the solar cell external quantum efficiency. Enhancement over the QD absorption wavelength range is shown to result from LDS. This is confirmed by significant boosts in the solar cell internal quantum efficiency (IQE) due to the presence of QDs. Enhancement over the red and near-infrared spectral range is shown to result from the anti-reflection properties of the QD layer coating. A study on the effect of QD layer thickness on solar cell performance was performed and an optimised QD layer thickness was determined. Time-resolved photoluminescence (TRPL) spectroscopy was used to investigate the photoluminescence dynamics of the QD layer as a function of AlOx spacer layer thickness. RET can be evoked between the QD and Si layers for very thin AlOx spacer layers, with RET efficiencies of up to 15%. In the conventional LDS architecture, down-converters are deposited on the surface of an optimised anti-reflection layer, providing relatively narrowband enhancement, whereas the QDs in our hybrid architecture provide optical enhancement over the broadband wavelength range, by simultaneously utilising LDS, RET-mediated carrier injection, and antireflection effects, resulting in up to 40% improvement in the power conversion efficiency (PCE). Low-cost synthesis of QDs and simple device integration provide a cost-effective solution for boosting solar cell performance.
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Affiliation(s)
- Chirenjeevi Krishnan
- School of Electronics and Computer Science, University of Southampton, SO17 1BJ Southampton, UK.
| | - Thomas Mercier
- School of Electronics and Computer Science, University of Southampton, SO17 1BJ Southampton, UK.
| | - Tasmiat Rahman
- School of Electronics and Computer Science, University of Southampton, SO17 1BJ Southampton, UK.
| | - Giacomo Piana
- School of Physics and Astronomy, University of Southampton, SO17 1BJ Southampton, UK
| | - Mael Brossard
- Centre for Photonics and Quantum Materials, Skolkovo Institute of Science and Technology, Moscow 143026, Russia
| | - Timur Yagafarov
- Centre for Photonics and Quantum Materials, Skolkovo Institute of Science and Technology, Moscow 143026, Russia
| | - Alexander To
- School of Photovoltaic and Renewable Energy Engineering, University of New South Wales, Kensington, NSW2052, Australia
| | - Michael E Pollard
- School of Photovoltaic and Renewable Energy Engineering, University of New South Wales, Kensington, NSW2052, Australia
| | - Peter Shaw
- School of Electronics and Computer Science, University of Southampton, SO17 1BJ Southampton, UK.
| | - Darren M Bagnall
- School of Engineering, Macquarie University, Sydney, NSW2109, Australia
| | - Bram Hoex
- School of Photovoltaic and Renewable Energy Engineering, University of New South Wales, Kensington, NSW2052, Australia
| | - Stuart A Boden
- School of Electronics and Computer Science, University of Southampton, SO17 1BJ Southampton, UK.
| | - Pavlos G Lagoudakis
- School of Physics and Astronomy, University of Southampton, SO17 1BJ Southampton, UK and Centre for Photonics and Quantum Materials, Skolkovo Institute of Science and Technology, Moscow 143026, Russia
| | - Martin D B Charlton
- School of Electronics and Computer Science, University of Southampton, SO17 1BJ Southampton, UK.
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Dong L, Zhang Z, Wang L, Weng Z, Ouyang M, Fu Y, Wang J, Li D, Wang Z. Fabrication of hierarchical moth-eye structures with durable superhydrophobic property for ultra-broadband visual and mid-infrared applications. APPLIED OPTICS 2019; 58:6706-6712. [PMID: 31503604 DOI: 10.1364/ao.58.006706] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 05/27/2019] [Indexed: 06/10/2023]
Abstract
Multifunctional antireflective coatings have practical applications as important optical components in many fields, particularly for optical devices and imaging systems. However, a good antireflection application in the visible region is often unsatisfactory for mid-infrared devices, and the difficulty in obtaining multiple capabilities simultaneously is one of the main factors limiting their applications. In this work, hierarchical moth-eye structures with superhydrophobicity were fabricated via inductively coupled plasma reactive ion etching (ICP-RIE) using nanodisk-array masks, which were formed by three-beam laser interference lithography (LIL), for improving the ultra-broadband optical properties. The uniform antireflection efficiency, which was close to 1% reflectivity covering over the visible and mid-infrared wavelength range, was exhibited by the moth-eye structures with high-quality pillar arrays. Additionally, irregular nanostructures were tailored onto the top of the pillars to generate hierarchical moth-eye structures for simultaneously obtaining both the superhydrophobic and anticorrosive properties. The fabricated antireflective structures, with the features of self-cleaning and durability, have the advantage of being for long-term use in harsh environments.
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Leem JW, Dudem B, Yu JS. Biomimetic nano/micro double-textured silicon with outstanding antireflective and super-hydrophilic surfaces for high optical performance. RSC Adv 2017. [DOI: 10.1039/c7ra06444f] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Nano/micro double-textured silicon shows not only outstanding antireflection and light scattering properties in broad wavelengths and incident angles but also a super-hydrophilic surface.
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Affiliation(s)
- Jung Woo Leem
- Department of Electronic Engineering
- Kyung Hee University
- Yongin-si
- South Korea
| | - Bhaskar Dudem
- Department of Electronic Engineering
- Kyung Hee University
- Yongin-si
- South Korea
| | - Jae Su Yu
- Department of Electronic Engineering
- Kyung Hee University
- Yongin-si
- South Korea
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