Unleashing the potential: AI empowered advanced metasurface research

Y Fu, X Zhou, Y Yu, J Chen, S Wang, S Zhu… - Nanophotonics, 2024 - degruyter.com
In recent years, metasurface, as a representative of micro-and nano-optics, have
demonstrated a powerful ability to manipulate light, which can modulate a variety of physical …

Deep-learning based design and modeling for chiro-optical dielectric metasurfaces

S Noureen, HS Khaliq, M Fizan… - … and Micro/Nano …, 2023 - spiedigitallibrary.org
Nanophotonics employ chiro-optical effects for a variety of applications, including advanced
imaging and molecular detection and separation. Due to their outstanding qualities in light …

Application of machine learning in polyimide structure design and property regulation

W Huo, H Wang, L Guo, R Zheng… - High Performance …, 2025 - journals.sagepub.com
Polyimide (PI) is widely used in modern industry due to its excellent properties. Its synthesis
methods and property research have significantly progressed. However, the design and …

Deep-learning empowered unique and rapid optimization of meta-absorbers for solar thermophotovoltaics

S Noureen, S Ijaz, I Javed, H Cabrera… - Optical Materials …, 2024 - opg.optica.org
Optical nano-structure designs usually employ computationally expensive and time-
intensive electromagnetic (EM) simulations that call for resorting to modern-day data …

An investigation of inorganic ETL materials for carbon-based HTL-free perovskite solar cell

S Ijaz, D Khan, Y Massoud - Photonics for Energy III, 2023 - spiedigitallibrary.org
Nanomaterials and nanotechnology have a pivotal role in reducing the footprint of target
devices in many fields, in particular electronics and optics. The design of solar cells for …

Improving blood cancer diagnosis through morphological insights using quantitative phase imaging

R Khalid, I Javed, H Cabrera… - Optics, Photonics …, 2024 - spiedigitallibrary.org
Blood cancer remains a major global health challenge, emphasizing the critical need of
early diagnosis, for effective treatment and improved patient outcomes. Recently …

Data-driven intelligent design and optimization of chiral meta-devices

S Noureen, S Ijaz, MQ Mehmood… - Machine Learning …, 2024 - spiedigitallibrary.org
In the emerging field of photonic nano-structures, the optimization of chiral meta-surfaces
has emerged as a pivotal challenge, particularly for applications such as asymmetric …

Broadband twisted light beams generation using flat optics

M Waheed, N Mahmood… - … , Diffractive Optics, and …, 2023 - spiedigitallibrary.org
In recent years, metasurfaces, a flat version of three-dimensional metamaterials, have
become a versatile nanophotonics platform for unprecedented light manipulation. Amongst …

Spin-encoded multifunctional meta-holographic display

AJ Satti, I Javed, MA Naveed, MA Khan… - … and Applications XIII, 2023 - spiedigitallibrary.org
Multi-operational metasurfaces have received a lot of interest because of their significant
design improvements for ultra-compact and highly integrated meta-optics. The emergence of …

Multichannel polarization-independent vortex beams generation via all-dielectric metasurface

N Butt, T Tauqeer, N Mahmood… - … , Diffractive Optics, and …, 2023 - spiedigitallibrary.org
Generating structured light beams has become a research hotspot to target many emerging
practical applications like optical sensing, super-resolution imaging, and optical …