Toward a new era of SERS and TERS at the nanometer scale: From fundamentals to innovative applications

T Itoh, M Procházka, ZC Dong, W Ji… - Chemical …, 2023 - ACS Publications
Surface-enhanced Raman scattering (SERS) and tip-enhanced Raman scattering (TERS)
have opened a variety of exciting research fields. However, although a vast number of …

Deep learning for the design of photonic structures

W Ma, Z Liu, ZA Kudyshev, A Boltasseva, W Cai… - Nature Photonics, 2021 - nature.com
Innovative approaches and tools play an important role in sha** design, characterization
and optimization for the field of photonics. As a subset of machine learning that learns …

Artificial intelligence and machine learning in design of mechanical materials

K Guo, Z Yang, CH Yu, MJ Buehler - Materials Horizons, 2021 - pubs.rsc.org
Artificial intelligence, especially machine learning (ML) and deep learning (DL) algorithms,
is becoming an important tool in the fields of materials and mechanical engineering …

Topological photonics

T Ozawa, HM Price, A Amo, N Goldman, M Hafezi… - Reviews of Modern …, 2019 - APS
Topological photonics is a rapidly emerging field of research in which geometrical and
topological ideas are exploited to design and control the behavior of light. Drawing …

Additive manufacturing of metamaterials: A review

M Askari, DA Hutchins, PJ Thomas, L Astolfi… - Additive …, 2020 - Elsevier
Metamaterials exhibit properties beyond those exhibited by conventional materials in
conventional scenarios. These have been investigated both theoretically and experimentally …

Deep-learning-enabled on-demand design of chiral metamaterials

W Ma, F Cheng, Y Liu - ACS nano, 2018 - ACS Publications
Deep-learning framework has significantly impelled the development of modern machine
learning technology by continuously pushing the limit of traditional recognition and …

Mechanical metamaterials associated with stiffness, rigidity and compressibility: A brief review

X Yu, J Zhou, H Liang, Z Jiang, L Wu - Progress in Materials Science, 2018 - Elsevier
Mechanical metamaterials are man-made structures with counterintuitive mechanical
properties that originate in the geometry of their unit cell instead of the properties of each …

Active metamaterials and metadevices: a review

S **ao, T Wang, T Liu, C Zhou, X Jiang… - Journal of Physics D …, 2020 - iopscience.iop.org
Metamaterials, as artificially structured materials composed of subwavelength arrays of
resonant unit cells, can exhibit exotic properties beyond those accessible to natural …

DNA-based self-assembly of chiral plasmonic nanostructures with tailored optical response

A Kuzyk, R Schreiber, Z Fan, G Pardatscher, EM Roller… - Nature, 2012 - nature.com
Matter structured on a length scale comparable to or smaller than the wavelength of light can
exhibit unusual optical properties. Particularly promising components for such materials are …

Metasurface-based key for computational imaging encryption

P Zheng, Q Dai, Z Li, Z Ye, J **ong, HC Liu… - Science …, 2021 - science.org
Optical metasurfaces can offer high-quality multichannel displays by modulating different
degrees of freedom of light, demonstrating great potential in the next generation of optical …