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Potočnik T, Christopher PJ, Mouthaan R, Albrow-Owen T, Burton OJ, Jagadish C, Tan HH, Wilkinson TD, Hofmann S, Joyce HJ, Alexander-Webber JA. Automated Computer Vision-Enabled Manufacturing of Nanowire Devices. ACS NANO 2022; 16:18009-18017. [PMID: 36162100 PMCID: PMC9706672 DOI: 10.1021/acsnano.2c08187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 09/22/2022] [Indexed: 06/16/2023]
Abstract
We present a high-throughput method for identifying and characterizing individual nanowires and for automatically designing electrode patterns with high alignment accuracy. Central to our method is an optimized machine-readable, lithographically processable, and multi-scale fiducial marker system─dubbed LithoTag─which provides nanostructure position determination at the nanometer scale. A grid of uniquely defined LithoTag markers patterned across a substrate enables image alignment and mapping in 100% of a set of >9000 scanning electron microscopy (SEM) images (>7 gigapixels). Combining this automated SEM imaging with a computer vision algorithm yields location and property data for individual nanowires. Starting with a random arrangement of individual InAs nanowires with diameters of 30 ± 5 nm on a single chip, we automatically design and fabricate >200 single-nanowire devices. For >75% of devices, the positioning accuracy of the fabricated electrodes is within 2 pixels of the original microscopy image resolution. The presented LithoTag method enables automation of nanodevice processing and is agnostic to microscopy modality and nanostructure type. Such high-throughput experimental methodology coupled with data-extensive science can help overcome the characterization bottleneck and improve the yield of nanodevice fabrication, driving the development and applications of nanostructured materials.
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Affiliation(s)
- Teja Potočnik
- Department
of Engineering, University of Cambridge, 9 JJ Thompson Avenue, Cambridge CB3 0FA, United Kingdom
| | - Peter J. Christopher
- Department
of Engineering, University of Cambridge, 9 JJ Thompson Avenue, Cambridge CB3 0FA, United Kingdom
| | - Ralf Mouthaan
- Department
of Engineering, University of Cambridge, 9 JJ Thompson Avenue, Cambridge CB3 0FA, United Kingdom
| | - Tom Albrow-Owen
- Department
of Engineering, University of Cambridge, 9 JJ Thompson Avenue, Cambridge CB3 0FA, United Kingdom
| | - Oliver J. Burton
- Department
of Engineering, University of Cambridge, 9 JJ Thompson Avenue, Cambridge CB3 0FA, United Kingdom
| | - Chennupati Jagadish
- Australian
Research Council Centre of Excellence for Transformative Meta-Optical
Systems, Department of Electronic Materials Engineering, Research
School of Physics and Engineering, The Australian
National University, Canberra ACT 2600, Australia
| | - Hark Hoe Tan
- Australian
Research Council Centre of Excellence for Transformative Meta-Optical
Systems, Department of Electronic Materials Engineering, Research
School of Physics and Engineering, The Australian
National University, Canberra ACT 2600, Australia
| | - Timothy D. Wilkinson
- Department
of Engineering, University of Cambridge, 9 JJ Thompson Avenue, Cambridge CB3 0FA, United Kingdom
| | - Stephan Hofmann
- Department
of Engineering, University of Cambridge, 9 JJ Thompson Avenue, Cambridge CB3 0FA, United Kingdom
| | - Hannah J. Joyce
- Department
of Engineering, University of Cambridge, 9 JJ Thompson Avenue, Cambridge CB3 0FA, United Kingdom
| | - Jack A. Alexander-Webber
- Department
of Engineering, University of Cambridge, 9 JJ Thompson Avenue, Cambridge CB3 0FA, United Kingdom
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2
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Eobaldt E, Vitale F, Zapf M, Lapteva M, Hamzayev T, Gan Z, Najafidehaghani E, Neumann C, George A, Turchanin A, Soavi G, Ronning C. Tuning nanowire lasers via hybridization with two-dimensional materials. NANOSCALE 2022; 14:6822-6829. [PMID: 35446325 DOI: 10.1039/d1nr07931j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Mixed-dimensional hybrid structures have recently gained increasing attention as promising building blocks for novel electronic and optoelectronic devices. In this context, hybridization of semiconductor nanowires with two-dimensional materials could offer new ways to control and modulate lasing at the nanoscale. In this work, we deterministically fabricate hybrid mixed-dimensional heterostructures composed of ZnO nanowires and MoS2 monolayers with micrometer control over their relative position. First, we show that our deterministic fabrication method does not degrade the optical properties of the ZnO nanowires. Second, we demonstrate that the lasing wavelength of ZnO nanowires can be tuned by several nanometers by hybridization with CVD-grown MoS2 monolayers. We assign this spectral shift of the lasing modes to an efficient carrier transfer at the heterointerface and the subsequent increase of the optical band gap in ZnO (Moss-Burstein effect).
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Affiliation(s)
- Edwin Eobaldt
- Institute of Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany.
| | - Francesco Vitale
- Institute of Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany.
| | - Maximilian Zapf
- Institute of Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany.
| | - Margarita Lapteva
- Institute of Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany.
| | - Tarlan Hamzayev
- Institute of Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany.
| | - Ziyang Gan
- Institute of Physical Chemistry, Friedrich Schiller University Jena, 07743 Jena, Germany
| | - Emad Najafidehaghani
- Institute of Physical Chemistry, Friedrich Schiller University Jena, 07743 Jena, Germany
| | - Christof Neumann
- Institute of Physical Chemistry, Friedrich Schiller University Jena, 07743 Jena, Germany
| | - Antony George
- Institute of Physical Chemistry, Friedrich Schiller University Jena, 07743 Jena, Germany
| | - Andrey Turchanin
- Institute of Physical Chemistry, Friedrich Schiller University Jena, 07743 Jena, Germany
- Abbe Center of Photonics, Friedrich Schiller University Jena, 07745 Jena, Germany
| | - Giancarlo Soavi
- Institute of Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany.
- Abbe Center of Photonics, Friedrich Schiller University Jena, 07745 Jena, Germany
| | - Carsten Ronning
- Institute of Solid State Physics, Friedrich Schiller University Jena, 07743 Jena, Germany.
- Abbe Center of Photonics, Friedrich Schiller University Jena, 07745 Jena, Germany
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3
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Al-Abri R, Choi H, Parkinson P. Measuring, controlling and exploiting heterogeneity in optoelectronic nanowires. JPHYS PHOTONICS 2021. [DOI: 10.1088/2515-7647/abe282] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
Abstract
Fabricated from ZnO, III-N, chalcogenide-based, III-V, hybrid perovskite or other materials, semiconductor nanowires offer single-element and array functionality as photovoltaic, non-linear, electroluminescent and lasing components. In many applications their advantageous properties emerge from their geometry; a high surface-to-volume ratio for facile access to carriers, wavelength-scale dimensions for waveguiding or a small nanowire-substrate footprint enabling heterogeneous growth. However, inhomogeneity during bottom-up growth is ubiquitous and can impact morphology, geometry, crystal structure, defect density, heterostructure dimensions and ultimately functional performance. In this topical review, we discuss the origin and impact of heterogeneity within and between optoelectronic nanowires, and introduce methods to assess, optimise and ultimately exploit wire-to-wire disorder.
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4
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Jung K, Choi W, Huang HC, Kim JD, Chabak K, Li X. Elastocapillary Force Induced Alignment of Large Area Planar Nanowires. ACS APPLIED MATERIALS & INTERFACES 2021; 13:11177-11184. [PMID: 33646764 DOI: 10.1021/acsami.0c20289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Achieving large scale precise positioning of the vapor-liquid-solid (VLS) nanowires is one of the biggest challenges for mass production of nanowire-based devices. Although there have been many noteworthy progresses in postgrowth nanowire alignment method development over the past few decades, these methods are mostly suitable for low density applications only. For high density applications such as transistors, both high yield and density are required. Here, we report an elastocapillary force-induced nanowire-aligning method that is extremely simple, clean, and can achieve single/multiple nanowire arrays with up to 98.8% yield and submicron pitch between the nanowires.
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Affiliation(s)
- Kyooho Jung
- Department of Electrical and Computer Engineering, Micro and Nanotechnology Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Wonsik Choi
- Department of Electrical and Computer Engineering, Micro and Nanotechnology Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Hsien-Chih Huang
- Department of Electrical and Computer Engineering, Micro and Nanotechnology Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Jeong Dong Kim
- Department of Electrical and Computer Engineering, Micro and Nanotechnology Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Kelson Chabak
- Department of Electrical and Computer Engineering, Micro and Nanotechnology Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
| | - Xiuling Li
- Department of Electrical and Computer Engineering, Micro and Nanotechnology Laboratory, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, United States
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5
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Smith LW, Batey JO, Alexander-Webber JA, Fan Y, Hsieh YC, Fung SJ, Jevtics D, Robertson J, Guilhabert BJE, Strain MJ, Dawson MD, Hurtado A, Griffiths JP, Beere HE, Jagadish C, Burton OJ, Hofmann S, Chen TM, Ritchie DA, Kelly M, Joyce HJ, Smith CG. High-Throughput Electrical Characterization of Nanomaterials from Room to Cryogenic Temperatures. ACS NANO 2020; 14:15293-15305. [PMID: 33104341 DOI: 10.1021/acsnano.0c05622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
We present multiplexer methodology and hardware for nanoelectronic device characterization. This high-throughput and scalable approach to testing large arrays of nanodevices operates from room temperature to milli-Kelvin temperatures and is universally compatible with different materials and integration techniques. We demonstrate the applicability of our approach on two archetypal nanomaterials-graphene and semiconductor nanowires-integrated with a GaAs-based multiplexer using wet or dry transfer methods. A graphene film grown by chemical vapor deposition is transferred and patterned into an array of individual devices, achieving 94% yield. Device performance is evaluated using data fitting methods to obtain electrical transport metrics, showing mobilities comparable to nonmultiplexed devices fabricated on oxide substrates using wet transfer techniques. Separate arrays of indium-arsenide nanowires and micromechanically exfoliated monolayer graphene flakes are transferred using pick-and-place techniques. For the nanowire array mean values for mobility μFE = 880/3180 cm2 V-1 s-1 (lower/upper bound), subthreshold swing 430 mV dec-1, and on/off ratio 3.1 decades are extracted, similar to nonmultiplexed devices. In another array, eight mechanically exfoliated graphene flakes are transferred using techniques compatible with fabrication of two-dimensional superlattices, with 75% yield. Our results are a proof-of-concept demonstration of a versatile platform for scalable fabrication and cryogenic characterization of nanomaterial device arrays, which is compatible with a broad range of nanomaterials, transfer techniques, and device integration strategies from the forefront of quantum technology research.
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Affiliation(s)
- Luke W Smith
- Department of Physics, Cavendish Laboratory, University of Cambridge, Cambridge CB3 0HE, U.K
| | - Jack O Batey
- Department of Physics, Cavendish Laboratory, University of Cambridge, Cambridge CB3 0HE, U.K
| | - Jack A Alexander-Webber
- Electrical Engineering Division, Department of Engineering, University of Cambridge, Cambridge CB3 0FA, U.K
| | - Ye Fan
- Electrical Engineering Division, Department of Engineering, University of Cambridge, Cambridge CB3 0FA, U.K
| | - Yu-Chiang Hsieh
- Department of Physics, National Cheng Kung University, Tainan 701, Taiwan
| | - Shin-Jr Fung
- Department of Physics, National Cheng Kung University, Tainan 701, Taiwan
| | - Dimitars Jevtics
- Institute of Photonics, Department of Physics, University of Strathclyde, Technology and Innovation Centre, 99 George Street, G1 1RD, Glasgow, U.K
| | - Joshua Robertson
- Institute of Photonics, Department of Physics, University of Strathclyde, Technology and Innovation Centre, 99 George Street, G1 1RD, Glasgow, U.K
| | - Benoit J E Guilhabert
- Institute of Photonics, Department of Physics, University of Strathclyde, Technology and Innovation Centre, 99 George Street, G1 1RD, Glasgow, U.K
| | - Michael J Strain
- Institute of Photonics, Department of Physics, University of Strathclyde, Technology and Innovation Centre, 99 George Street, G1 1RD, Glasgow, U.K
| | - Martin D Dawson
- Institute of Photonics, Department of Physics, University of Strathclyde, Technology and Innovation Centre, 99 George Street, G1 1RD, Glasgow, U.K
| | - Antonio Hurtado
- Institute of Photonics, Department of Physics, University of Strathclyde, Technology and Innovation Centre, 99 George Street, G1 1RD, Glasgow, U.K
| | - Jonathan P Griffiths
- Department of Physics, Cavendish Laboratory, University of Cambridge, Cambridge CB3 0HE, U.K
| | - Harvey E Beere
- Department of Physics, Cavendish Laboratory, University of Cambridge, Cambridge CB3 0HE, U.K
| | - Chennupati Jagadish
- Department of Electronic Materials Engineering and Australian Research Council Centre of Excellence on Tranformative Meta-Optical Systems, Research School of Physics, The Australian National University, Canberra, ACT 2601, Australia
| | - Oliver J Burton
- Electrical Engineering Division, Department of Engineering, University of Cambridge, Cambridge CB3 0FA, U.K
| | - Stephan Hofmann
- Electrical Engineering Division, Department of Engineering, University of Cambridge, Cambridge CB3 0FA, U.K
| | - Tse-Ming Chen
- Department of Physics, National Cheng Kung University, Tainan 701, Taiwan
| | - David A Ritchie
- Department of Physics, Cavendish Laboratory, University of Cambridge, Cambridge CB3 0HE, U.K
| | - Michael Kelly
- Department of Physics, Cavendish Laboratory, University of Cambridge, Cambridge CB3 0HE, U.K
- Electrical Engineering Division, Department of Engineering, University of Cambridge, Cambridge CB3 0FA, U.K
| | - Hannah J Joyce
- Electrical Engineering Division, Department of Engineering, University of Cambridge, Cambridge CB3 0FA, U.K
| | - Charles G Smith
- Department of Physics, Cavendish Laboratory, University of Cambridge, Cambridge CB3 0HE, U.K
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6
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McPhillimy J, Jevtics D, Guilhabert BJE, Klitis C, Hurtado A, Sorel M, Dawson MD, Strain MJ. Automated Nanoscale Absolute Accuracy Alignment System for Transfer Printing. ACS APPLIED NANO MATERIALS 2020; 3:10326-10332. [PMID: 33134883 PMCID: PMC7590505 DOI: 10.1021/acsanm.0c02224] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 09/23/2020] [Indexed: 05/17/2023]
Abstract
The heterogeneous integration of micro- and nanoscale devices with on-chip circuits and waveguide platforms is a key enabling technology, with wide-ranging applications in areas including telecommunications, quantum information processing, and sensing. Pick and place integration with absolute positional accuracy at the nanoscale has been previously demonstrated for single proof-of-principle devices. However, to enable scaling of this technology for realization of multielement systems or high throughput manufacturing, the integration process must be compatible with automation while retaining nanoscale accuracy. In this work, an automated transfer printing process is realized by using a simple optical microscope, computer vision, and high accuracy translational stage system. Automatic alignment using a cross-correlation image processing method demonstrates absolute positional accuracy of transfer with an average offset of <40 nm (3σ < 390 nm) for serial device integration of both thin film silicon membranes and single nanowire devices. Parallel transfer of devices across a 2 × 2 mm2 area is demonstrated with an average offset of <30 nm (3σ < 705 nm). Rotational accuracy better than 45 mrad is achieved for all device variants. Devices can be selected and placed with high accuracy on a target substrate, both from lithographically defined positions on their native substrate or from a randomly distributed population. These demonstrations pave the way for future scalable manufacturing of heterogeneously integrated chip systems.
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Affiliation(s)
- John McPhillimy
- Institute
of Photonics, SUPA Department of Physics, University of Strathclyde, Glasgow, United Kingdom
- School
of Engineering, University of Glasgow, Glasgow, United Kingdom
| | - Dimitars Jevtics
- Institute
of Photonics, SUPA Department of Physics, University of Strathclyde, Glasgow, United Kingdom
| | - Benoit J. E. Guilhabert
- Institute
of Photonics, SUPA Department of Physics, University of Strathclyde, Glasgow, United Kingdom
| | | | - Antonio Hurtado
- Institute
of Photonics, SUPA Department of Physics, University of Strathclyde, Glasgow, United Kingdom
| | - Marc Sorel
- School
of Engineering, University of Glasgow, Glasgow, United Kingdom
| | - Martin D. Dawson
- Institute
of Photonics, SUPA Department of Physics, University of Strathclyde, Glasgow, United Kingdom
| | - Michael J. Strain
- Institute
of Photonics, SUPA Department of Physics, University of Strathclyde, Glasgow, United Kingdom
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7
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Zapf M, Ritzer M, Liborius L, Johannes A, Hafermann M, Schönherr S, Segura-Ruiz J, Martínez-Criado G, Prost W, Ronning C. Hot electrons in a nanowire hard X-ray detector. Nat Commun 2020; 11:4729. [PMID: 32948756 PMCID: PMC7501287 DOI: 10.1038/s41467-020-18384-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 08/18/2020] [Indexed: 11/13/2022] Open
Abstract
Nanowire chip-based electrical and optical devices such as biochemical sensors, physical detectors, or light emitters combine outstanding functionality with a small footprint, reducing expensive material and energy consumption. The core functionality of many nanowire-based devices is embedded in their p-n junctions. To fully unleash their potential, such nanowire-based devices require - besides a high performance - stability and reliability. Here, we report on an axial p-n junction GaAs nanowire X-ray detector that enables ultra-high spatial resolution (~200 nm) compared to micron scale conventional ones. In-operando X-ray analytical techniques based on a focused synchrotron X-ray nanobeam allow probing the internal electrical field and observing hot electron effects at the nanoscale. Finally, we study device stability and find a selective hot electron induced oxidization in the n-doped segment of the p-n junction. Our findings demonstrate capabilities and limitations of p-n junction nanowires, providing insight for further improvement and eventual integration into on-chip devices.
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Affiliation(s)
- Maximilian Zapf
- Institute of Solid State Physics, Friedrich Schiller University of Jena, Max-Wien-Platz 1, 07743, Jena, Germany.
| | - Maurizio Ritzer
- Institute of Solid State Physics, Friedrich Schiller University of Jena, Max-Wien-Platz 1, 07743, Jena, Germany
| | - Lisa Liborius
- Department Components for High Frequency Electronics and CENIDE, University of Duisburg-Essen, Lotharstr. 53, 47057, Duisburg, Germany
| | - Andreas Johannes
- ESRF-The European Synchrotron, 71 Avenue des Martyrs, Grenoble, 30843, France
| | - Martin Hafermann
- Institute of Solid State Physics, Friedrich Schiller University of Jena, Max-Wien-Platz 1, 07743, Jena, Germany
| | - Sven Schönherr
- Institute of Solid State Physics, Friedrich Schiller University of Jena, Max-Wien-Platz 1, 07743, Jena, Germany
| | - Jaime Segura-Ruiz
- ESRF-The European Synchrotron, 71 Avenue des Martyrs, Grenoble, 30843, France
| | - Gema Martínez-Criado
- Instituto de Ciencia de Materiales de Madrid, Consejo Superior de Investigaciones Científicas, Sor Juana Inés de la Cruz 3, 28049, Cantoblanco, Spain
| | - Werner Prost
- Department Components for High Frequency Electronics and CENIDE, University of Duisburg-Essen, Lotharstr. 53, 47057, Duisburg, Germany
| | - Carsten Ronning
- Institute of Solid State Physics, Friedrich Schiller University of Jena, Max-Wien-Platz 1, 07743, Jena, Germany.
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