Image de couverture de livre

Data driven approaches in nanophotonics: A review of AI-enabled metadevices

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhang, Huanshu, Kang, Lei, Campbell, Sawyer D., Young, Jacob T., Werner, Douglas H.
Format:	Preprint
Publié:	2025
Sujets:	Optics Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Chat to Chip: Large Language Model Based Design of Arbitrarily Shaped Metasurfaces
par: Zhang, Huanshu, et autres
Publié: (2025)

Fixed-Attention Mechanism for Deep-Learning-Assisted Design of High-Degree-of-Freedom 3D Metamaterials
par: Zhang, Huanshu, et autres
Publié: (2025)

Computational TIRF enables optical sectioning beyond the evanescent field for widefield fluorescence microscopy
par: Li, Qiushi, et autres
Publié: (2025)

Raman suppression in nanophotonics enabled by multimode spectral filtering
par: Song, Yunxiang, et autres
Publié: (2026)

Chat to chip: large language model based design of arbitrarily shaped metasurfaces
par: Huanshu Zhang, et autres
Publié: (2025)

1-GHz VIS-to-MIR frequency combs enabled by CMOS-compatible nanophotonic waveguides
par: Zhang, Xuan, et autres
Publié: (2025)

Optical Computation-in-Communication enables low-latency, high-fidelity perception in telesurgery
par: Yang, Rui, et autres
Publié: (2025)

A T-matrix database to promote information-driven research in nanophotonics
par: Asadova, Nigar, et autres
Publié: (2026)

MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure
par: Ma, Pingchuan, et autres
Publié: (2025)

CoSP: Reconfigurable Multi-State Metamaterial Inverse Design via Contrastive Pretrained Large Language Model
par: Yang, Shujie, et autres
Publié: (2025)

Super-resolution imaging using super-oscillatory diffractive neural networks
par: Chen, Hang, et autres
Publié: (2024)

Map Optical Properties to Subwavelength Structures Directly via a Diffusion Model
par: Rao, Shijie, et autres
Publié: (2024)

MOCLIP: A Foundation Model for Large-Scale Nanophotonic Inverse Design
par: Rodionov, S., et autres
Publié: (2025)

OAH-Net: A Deep Neural Network for Hologram Reconstruction of Off-axis Digital Holographic Microscope
par: Liu, Wei, et autres
Publié: (2024)

Toward Lifelong-Sustainable Electronic-Photonic AI Systems via Extreme Efficiency, Reconfigurability, and Robustness
par: Yin, Ziang, et autres
Publié: (2025)

Standardizing Medical Images at Scale for AI
par: MacPhee, Callen, et autres
Publié: (2026)

Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins
par: Oguz, Ilker, et autres
Publié: (2025)

Super-Resolution for Interferometric Imaging: Model Comparisons and Performance Analysis
par: Abdioglu, Hasan Berkay, et autres
Publié: (2025)

Enhancing Deep Learning Based Structured Illumination Microscopy Reconstruction with Light Field Awareness
par: Shan, Long-Kun, et autres
Publié: (2025)

OptiLookUp: An Optical ROM-Based Lookup Table Engine for Photonic Accelerators
par: Singh, Ankur, et autres
Publié: (2026)

End-to-end autonomous scientific discovery on a real optical platform
par: Yang, Shuxing, et autres
Publié: (2026)

Direct Zernike Coefficient Prediction from Point Spread Functions and Extended Images using Deep Learning
par: Kok, Yong En, et autres
Publié: (2024)

Small-scale photonic Kolmogorov-Arnold networks using standard telecom nonlinear modules
par: Calçado, Luca Nogueira, et autres
Publié: (2026)

Differentiable Edge-based OPC
par: Chen, Guojin, et autres
Publié: (2024)

A Framework for Closed-Loop Robotic Assembly, Alignment and Self-Recovery of Precision Optical Systems
par: Choi, Seou, et autres
Publié: (2026)

Toward Large-Scale Photonics-Empowered AI Systems: From Physical Design Automation to System-Algorithm Co-Exploration
par: Yin, Ziang, et autres
Publié: (2025)

Neuro-inspired automated lens design
par: Gao, Yao, et autres
Publié: (2025)

Large-scale time-multiplexed nanophotonic parametric oscillators
par: Gray, Robert M., et autres
Publié: (2024)

Ultrafast neuromorphic computing with nanophotonic optical parametric oscillators
par: Parto, Midya, et autres
Publié: (2025)

Democratizing Electronic-Photonic AI Systems: An Open-Source AI-Infused Cross-Layer Co-Design and Design Automation Toolflow
par: Zhou, Hongjian, et autres
Publié: (2025)

AI Agents for Photonic Integrated Circuit Design Automation
par: Sharma, Ankita, et autres
Publié: (2025)

Multi-Dimensional Reconfigurable, Physically Composable Hybrid Diffractive Optical Neural Network
par: Yin, Ziang, et autres
Publié: (2024)

Meta-training of diffractive meta-neural networks for super-resolution direction of arrival estimation
par: Yang, Songtao, et autres
Publié: (2025)

High-index and low-loss topological insulators for mid-infrared nanophotonics
par: Menabde, Sergey G., et autres
Publié: (2023)

Beyond Terabit/s Integrated Neuromorphic Photonic Processor for DSP-Free Optical Interconnects
par: Wang, Benshan, et autres
Publié: (2025)

HiLAB: A Hybrid Inverse-Design Framework
par: Marzban, Reza, et autres
Publié: (2025)

Neural nanophotonic object detector with ultra-wide field-of-view
par: Chen, Ji, et autres
Publié: (2025)

Saturable absorption in diamond nanophotonics
par: Coutts, Christopher, et autres
Publié: (2026)

Improving Analog Neural Network Robustness: A Noise-Agnostic Approach with Explainable Regularizations
par: Duque, Alice, et autres
Publié: (2024)

Visible octave frequency combs in silicon nitride nanophotonic waveguides driven by Ti:sapphire lasers
par: Alabbadi, Abdullah, et autres
Publié: (2026)