Design of Macroscale Optical Systems with Metaoptics Using Transformer-Based Neural Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Ng, Ryan C., Larouche, Stéphane, Schneider, Peter Y., Munshi, Aditi, Bedford, Robert, Hon, Philip W., Fountaine, Katherine T. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Volumetric Optical Scattering Neural Networks
by: Luo, Xuhao, et al.
Published: (2026)
by: Luo, Xuhao, et al.
Published: (2026)
Scalability of On-chip Diffractive Optical Neural Networks
by: Zarei, Sanaz
Published: (2024)
by: Zarei, Sanaz
Published: (2024)
Holographic Mapping of Orbital Angular Momentum Using a Terahertz Diffractive Optical Neural Network
by: Jia, Wei, et al.
Published: (2026)
by: Jia, Wei, et al.
Published: (2026)
Partitionable Diffractive Neural Networks for Multifunctional Optical Operations
by: Tian, Yudong, et al.
Published: (2026)
by: Tian, Yudong, et al.
Published: (2026)
Inverse Design of Photonic Crystal Waveguides Using Neural Networks and Dispersion Optimization
by: Feng, Lucian
Published: (2024)
by: Feng, Lucian
Published: (2024)
Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins
by: Oguz, Ilker, et al.
Published: (2025)
by: Oguz, Ilker, et al.
Published: (2025)
Physics-Constrained Neural Network for Metasurface Optical Response Prediction
by: Saadabad, Reza Masoudian, et al.
Published: (2025)
by: Saadabad, Reza Masoudian, et al.
Published: (2025)
Optical Spiking Neural Networks via Rogue-Wave Statistics
by: Kesgin, Bahadır Utku, et al.
Published: (2025)
by: Kesgin, Bahadır Utku, et al.
Published: (2025)
Replacing the Soft FEC Limit Paradigm in the Design of Optical Communication Systems
by: Alvarado, Alex, et al.
Published: (2015)
by: Alvarado, Alex, et al.
Published: (2015)
Quantum Optical Soliton Dynamics Beyond Linearization: An Open-System Approach
by: Gustin, Chris, et al.
Published: (2026)
by: Gustin, Chris, et al.
Published: (2026)
Intelligent Mode Sorting in Turbulence with Task-Dependent Optical Neural Networks
by: Rawlings, Christopher R., et al.
Published: (2025)
by: Rawlings, Christopher R., et al.
Published: (2025)
Real-time Terahertz Compressive Optical-Digital Neural Network Imaging
by: Wu, Shao-Hsuan, et al.
Published: (2025)
by: Wu, Shao-Hsuan, et al.
Published: (2025)
Lasing at a Stationary Inflection Point: erratum
by: Herrero-Parareda, Albert, et al.
Published: (2025)
by: Herrero-Parareda, Albert, et al.
Published: (2025)
International Optical Clock Comparison Using the European Optical Fiber Network
by: Pizzocaro, Marco, et al.
Published: (2026)
by: Pizzocaro, Marco, et al.
Published: (2026)
Correlated Optical Convolutional Neural Network with Quantum Speedup
by: Sun, Yifan, et al.
Published: (2024)
by: Sun, Yifan, et al.
Published: (2024)
Optical Spiking Neurons Enable High-Speed and Energy-Efficient Optical Neural Networks
by: Xu, Bo, et al.
Published: (2024)
by: Xu, Bo, et al.
Published: (2024)
Free-Space Optical Spiking Neural Network
by: Ahmadi, Reyhane, et al.
Published: (2023)
by: Ahmadi, Reyhane, et al.
Published: (2023)
Role of Spatial Coherence in Diffractive Optical Neural Networks
by: Filipovich, Matthew J., et al.
Published: (2023)
by: Filipovich, Matthew J., et al.
Published: (2023)
Multiscale Physics-Informed Neural Networks for the Inverse Design of Hyperuniform Optical Materials
by: Riganti, Roberto, et al.
Published: (2024)
by: Riganti, Roberto, et al.
Published: (2024)
Optical Echo State Network Reservoir Computing
by: Kaushik, Ishwar S, et al.
Published: (2025)
by: Kaushik, Ishwar S, et al.
Published: (2025)
Optical Neural Networks from Coherent Transient Dynamics in Waveguide QED
by: Cao, Jiande, et al.
Published: (2026)
by: Cao, Jiande, et al.
Published: (2026)
Dense Associative Memory in a Nonlinear Optical Hopfield Neural Network
by: Musa, Khalid, et al.
Published: (2025)
by: Musa, Khalid, et al.
Published: (2025)
Digitized Phase Change Material Heterostack for Diffractive Optical Neural Network
by: Chen, Ruiyang, et al.
Published: (2024)
by: Chen, Ruiyang, et al.
Published: (2024)
Designing Coherent Optical Environment for Dynamic Optical Manipulation with a Simple Control Beam
by: Zhao, Xiaoshu, et al.
Published: (2025)
by: Zhao, Xiaoshu, et al.
Published: (2025)
Scalable Photonic Neural Networks via Surrogate Scattering-Matrix Inverse Design
by: Muda, Azka Maula Iskandar, et al.
Published: (2026)
by: Muda, Azka Maula Iskandar, et al.
Published: (2026)
Physics-Informed Graph Neural Network for Inverse Design of Integrated Photonic Biosensors
by: Torabi, Yasaman, et al.
Published: (2026)
by: Torabi, Yasaman, et al.
Published: (2026)
Training Large-Scale Optical Neural Networks with Two-Pass Forward Propagation
by: Ahmadnejad, Amirreza, et al.
Published: (2024)
by: Ahmadnejad, Amirreza, et al.
Published: (2024)
Graph Neural Network Prediction of Nonlinear Optical Properties
by: Alkabakibi, Yomn, et al.
Published: (2025)
by: Alkabakibi, Yomn, et al.
Published: (2025)
Optical Darboux Transformer
by: Perego, Auro M.
Published: (2023)
by: Perego, Auro M.
Published: (2023)
Physics-Informed Neural Networks in Electromagnetic and Nanophotonic Design
by: Abdelraouf, Omar A. M., et al.
Published: (2025)
by: Abdelraouf, Omar A. M., et al.
Published: (2025)
On the use of a consumer-grade 360-degree camera as a radiometer for scientific applications
by: Larouche, Raphaël, et al.
Published: (2023)
by: Larouche, Raphaël, et al.
Published: (2023)
Optical Neural Engine for Solving Scientific Partial Differential Equations
by: Tang, Yingheng, et al.
Published: (2024)
by: Tang, Yingheng, et al.
Published: (2024)
Experimental Measurement of Enhanced Group Delay Silicon Photonic Waveguides Indicative of the Frozen Mode Regime Around the Stationary Inflection Point
by: Furman, Nathaniel, et al.
Published: (2025)
by: Furman, Nathaniel, et al.
Published: (2025)
Application of RESNET50 Convolution Neural Network for the Extraction of Optical Parameters in Scattering Media
by: Deng, Bowen, et al.
Published: (2024)
by: Deng, Bowen, et al.
Published: (2024)
PrometheusFree: Concurrent Detection of Laser Fault Injection Attacks in Optical Neural Networks
by: Nishida, Kota, et al.
Published: (2024)
by: Nishida, Kota, et al.
Published: (2024)
Efficient Training for Optical Computing
by: Bart, Manon P., et al.
Published: (2025)
by: Bart, Manon P., et al.
Published: (2025)
Decoherent Focusing Design and Advanced Passive Speckle Reduction for Laser Illumination Systems
by: Lapchuk, A., et al.
Published: (2024)
by: Lapchuk, A., et al.
Published: (2024)
Application of Reconfigurable All-Optical Activation Unit based on Optical Injection into Bistable Fabry-Pérot Laser in Multilayer Perceptron Neural Networks
by: Crnjanski, Jasna V., et al.
Published: (2023)
by: Crnjanski, Jasna V., et al.
Published: (2023)
High-efficiency 2D Grating Design for the Magneto-Optical Trap: Enhancing Intensity Balance and Reducing Optical Complexity
by: Karooby, Elaheh, et al.
Published: (2025)
by: Karooby, Elaheh, et al.
Published: (2025)
High-Fidelity Optical Monitoring of Laser Powder Bed Fusion via Aperture Division Multiplexing
by: Penny, Ryan W., et al.
Published: (2024)
by: Penny, Ryan W., et al.
Published: (2024)
Similar Items
-
Volumetric Optical Scattering Neural Networks
by: Luo, Xuhao, et al.
Published: (2026) -
Scalability of On-chip Diffractive Optical Neural Networks
by: Zarei, Sanaz
Published: (2024) -
Holographic Mapping of Orbital Angular Momentum Using a Terahertz Diffractive Optical Neural Network
by: Jia, Wei, et al.
Published: (2026) -
Partitionable Diffractive Neural Networks for Multifunctional Optical Operations
by: Tian, Yudong, et al.
Published: (2026) -
Inverse Design of Photonic Crystal Waveguides Using Neural Networks and Dispersion Optimization
by: Feng, Lucian
Published: (2024)