4.8 Review

Metasurface-Based Molecular Biosensing Aided by Artificial Intelligence

期刊

ANGEWANDTE CHEMIE-INTERNATIONAL EDITION
卷 58, 期 42, 页码 14810-14822

出版社

WILEY-V C H VERLAG GMBH
DOI: 10.1002/anie.201901443

关键词

biosensors; deep learning; molecular spectroscopy; nanophotonics; plasmonics

资金

  1. European Research Council (ERC) [682167 VIBRANT-BIO]

向作者/读者索取更多资源

Molecular spectroscopy provides unique information on the internal structure of biological materials by detecting the characteristic vibrational signatures of their constituent chemical bonds at infrared frequencies. Nanophotonic antennas and metasurfaces have driven this concept towards few-molecule sensitivity by confining incident light into intense hot spots of the electromagnetic fields, providing strongly enhanced light-matter interaction. In this Minireview, recently developed molecular biosensing approaches based on the combination of dielectric metasurfaces and imaging detection are highlighted in comparison to traditional plasmonic geometries, and the unique potential of artificial intelligence techniques for nanophotonic sensor design and data analysis is emphasized. Because of their spectrometer-less operation principle, such imaging-based approaches hold great promise for miniaturized biosensors in practical point-of-care or field-deployable applications.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.8
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Review Chemistry, Multidisciplinary

Metasurface-Enhanced Infrared Spectroscopy: An Abundance of Materials and Functionalities

Aurelian John-Herpin, Andreas Tittl, Lucca Kuhner, Felix Richter, Steven H. Huang, Gennady Shvets, Sang-Hyun Oh, Hatice Altug

Summary: Infrared spectroscopy provides unique information on the composition and dynamics of biochemical systems. Nanophotonics, utilizing resonant nanostructures, enhances light-matter interaction, pushing the sensitivity limits of traditional far-field spectroscopy. Metasurfaces composed of resonators further expand the design space for tailoring nanoscale light control, establishing them as valuable tools in surface-enhanced spectroscopy. This article showcases various resonator geometries, materials, and arrangements for highly sensitive metadevices, and highlights advanced sensor functionalities.

ADVANCED MATERIALS (2023)

Review Chemistry, Multidisciplinary

Optical Metasurfaces for Energy Conversion

Emiliano Cortes, Fedja J. Wendisch, Luca Sortino, Andrea Mancini, Simone Ezendam, Seryio Saris, Leonardo de S. Menezes, Andreas Tittl, Haoran Ren, Stefan A. Maier

Summary: This review outlines the impact, opportunities, applications, and challenges of optical metasurfaces in converting the energy of incoming photons into frequency-shifted photons, phonons, and energetic charge carriers.

CHEMICAL REVIEWS (2022)

Article Multidisciplinary Sciences

Radial bound states in the continuum for polarization-invariant nanophotonics

Lucca Kuehner, Luca Sortino, Rodrigo Berte, Juan Wang, Haoran Ren, Stefan A. Maier, Yuri Kivshar, Andreas Tittl

Summary: The authors have developed a nanophotonic platform for enhanced on-chip biomolecular sensing and nonlinear light generation. This platform features high-Q resonances and a small spatial footprint. They have successfully demonstrated its applications in sensitive biomolecular detection and enhanced second-harmonic generation.

NATURE COMMUNICATIONS (2022)

Article Nanoscience & Nanotechnology

Metasurface Measuring Twisted Light in Turbulence

Thomas Dinter, Chenhao Li, Lucca Kuehner, Thomas Weber, Andreas Tittl, Stefan A. Maier, Judith M. Dawes, Haoran Ren

Summary: This study demonstrates the use of an ultrathin OAM mode-sorting metasurface for characterizing the breakdown of OAM orthogonality under different turbulence conditions. The metasurface exhibits strong OAM selectivity and allows the measurement of the whole OAM spectrum at the same time.

ACS PHOTONICS (2022)

Article Chemistry, Multidisciplinary

High-Q Nanophotonics over the Full Visible Spectrum Enabled by Hexagonal Boron Nitride Metasurfaces

Lucca Kuehner, Luca Sortino, Benjamin Tilmann, Thomas Weber, Kenji Watanabe, Takashi Taniguchi, Stefan A. Maier, Andreas Tittl

Summary: All-dielectric optical metasurfaces with high-Q resonances throughout the visible spectrum have been achieved by leveraging symmetry-broken quasi bound states in the continuum (qBICs). These qBIC resonances effectively suppress radiation losses, allowing for the use of low-index van der Waals materials such as hexagonal boron nitride (hBN). The experimental results also demonstrated enhanced second-harmonic generation using the high-Q resonances.

ADVANCED MATERIALS (2023)

Article Multidisciplinary Sciences

Plasmonic bound states in the continuum to tailor light-matter coupling

Andreas Aigner, Andreas Tittl, Juan Wang, Thomas Weber, Yuri Kivshar, Stefan A. Maier, Haoran Ren

Summary: Researchers have designed and successfully fabricated plasmonic nanofin metasurfaces, which play a crucial role in nanophotonics. By manipulating the geometric parameters, they achieved high-quality factor modes and demonstrated powerful performance in molecular sensing. The precise control of light-matter interactions is essential in this study. This research provides a new approach for enhancing light-matter interactions in various applications.

SCIENCE ADVANCES (2022)

Article Chemistry, Multidisciplinary

Improved In Situ Characterization of Electrochemical Interfaces Using Metasurface-Driven Surface-Enhanced IR Absorption Spectroscopy

Luca M. Berger, Malo Duportal, Leonardo de Souza Menezes, Emiliano Cortes, Stefan A. Maier, Andreas Tittl, Katharina Krischer

Summary: Electrocatalysis is crucial for achieving a zero-carbon future and driving research in hydrogen generation and carbon dioxide reduction. Surface-enhanced infrared absorption spectroscopy (SEIRAS) is a suitable method for investigating electrocatalytic processes but has limitations in detecting short-lived intermediates. A new nanophotonic-electrochemical SEIRAS platform has been developed to overcome these limitations and provide a deeper understanding of catalytic reactions.

ADVANCED FUNCTIONAL MATERIALS (2023)

Article Chemistry, Multidisciplinary

Permittivity-Asymmetric Quasi-Bound States in the Continuum

Rodrigo Berte, Thomas Weber, Leonardo de Souza Menezes, Lucca Kuehner, Andreas Aigner, Martin Barkey, Fedja Jan Wendisch, Yuri Kivshar, Andreas Tittl, Stefan A. Maier

Summary: Breaking the in-plane geometric symmetry of dielectric metasurfaces allows access to a set of electromagnetic states called symmetry-protected quasi-bound states in the continuum (qBICs). We demonstrate that qBICs can also be accessed by breaking the symmetry in the permittivity of the materials. Weak permittivity modulations due to carrier doping, and electro-optical Pockels and Kerr effects, can enable infinitesimal permittivity asymmetries for on-demand, dynamically tunable resonances of extremely high quality factors.

NANO LETTERS (2023)

Article Chemistry, Physical

Intrinsic strong light-matter coupling with self-hybridized bound states in the continuum in van der Waals metasurfaces

Thomas Weber, Lucca Kuehner, Luca Sortino, Amine Ben Mhenni, Nathan P. Wilson, Julius Kuehne, Jonathan J. Finley, Stefan A. Maier, Andreas Tittl

Summary: In this study, strong coupling in bound state in the continuum metasurfaces on nanostructured bulk WS2 is demonstrated, with sharp resonances, tailored linewidths, and controllable light-matter coupling strength.

NATURE MATERIALS (2023)

Article Optics

Mirror-Coupled Plasmonic Bound States in the Continuum for Tunable Perfect Absorption

Juan Wang, Thomas Weber, Andreas Aigner, Stefan A. Maier, Andreas Tittl

Summary: This article introduces a new method that combines mirror-coupled resonances with the loss engineering capabilities of plasmonic quasi-bound states in the continuum to tailor the light-matter interaction in different coupling regimes. The study demonstrates the application of a pixelated plasmonic perfect absorber metasurface for multispectral surface-enhanced molecular spectroscopy over a broad range of mid-infrared wavenumbers using a single gap size.

LASER & PHOTONICS REVIEWS (2023)

Article Chemistry, Multidisciplinary

Two-Dimensional Chiral Metasurfaces Obtained by Geometrically Simple Meta-atom Rotations

Dmytro Gryb, Fedja J. Wendisch, Andreas Aigner, Thorsten Goelz, Andreas Tittl, Leonardo de S. Menezes, Stefan A. Maier

Summary: This study presents one of the geometrically simplest two-dimensional chiral metasurface platforms by arranging achiral dielectric rods in a square lattice and creating chirality through rotating individual meta-atoms. The chiroptical responses obtained from this design are stronger or comparable to more complex designs. Additionally, it is found that the resonances dependent on the arrangement are robust against geometric variations and exhibit similar behavior in experiments and simulations.

NANO LETTERS (2023)

Article Materials Science, Multidisciplinary

Metallic and All-Dielectric Metasurfaces Sustaining Displacement-Mediated Bound States in the Continuum

Luca M. Berger, Martin Barkey, Stefan A. Maier, Andreas Tittl

Summary: This article investigates an emerging class of metasurfaces that can control the coupling between bound states in the continuum (BICs) and the far field. It is demonstrated experimentally that these metasurfaces sustain angular-robust quasi-BICs in the mid-infrared spectral region. Compared to conventional alternatives, these metasurfaces exhibit superior performance, making them promising for applications in bio-sensing, optical devices, and photonic devices using focused light.

ADVANCED OPTICAL MATERIALS (2023)

Article Optics

Unlocking the out-of-plane dimension for photonic bound states in the continuum to achieve maximum optical chirality

Lucca Kuehner, Fedja J. Wendisch, Alexander A. Antonov, Johannes Buerger, Ludwig Huettenhofer, Leonardo de S. Menezes, Stefan A. Maier, Maxim V. Gorkunov, Yuri Kivshar, Andreas Tittl

Summary: This research introduces a novel nanofabrication approach to effectively control resonance features and nanophotonic functionalities in all-dielectric metasurfaces by unlocking the height of individual resonators. Using this approach, an optical all-dielectric metasurface with maximum intrinsic chirality is demonstrated, which selectively responds to light of a particular circular polarization depending on the structural handedness.

LIGHT-SCIENCE & APPLICATIONS (2023)

Article Materials Science, Multidisciplinary

Introducing a Symmetry-Breaking Coupler into a Dielectric Metasurface Enables Robust High-Q Quasi-BICs

Gianni Q. Moretti, Andreas Tittl, Emiliano Cortes, Stefan A. Maier, Andrea Bragas, Gustavo Grinblat

Summary: The dielectric metasurfaces supporting high-Q quasi-bound states in the continuum require high fabrication precision, which can be relaxed by incorporating a relatively large perturbative element close to high-symmetry points of an undistorted BIC metasurface. This approach has been validated by adding a cylinder between two reflection-symmetry points in an elliptical disk metasurface unit cell, resulting in high-Q resonances.

ADVANCED PHOTONICS RESEARCH (2022)

暂无数据