Multiscale Physics-Informed Neural Networks for the Inverse Design of Hyperuniform Optical Materials
Fuente:
arXiv
Guardado en:
| Autores principales: | Riganti, Roberto, Zhu, Yilin, Cai, Wei, Torquato, Salvatore, Negro, Luca Dal |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Multiscale Physics‐Informed Neural Networks for the Inverse Design of Hyperuniform Optical Materials
por: Roberto Riganti, et al.
Publicado: (2025)
por: Roberto Riganti, et al.
Publicado: (2025)
Auxiliary Physics-Informed Neural Networks for Forward, Inverse, and Coupled Radiative Transfer Problems
por: Riganti, Roberto, et al.
Publicado: (2023)
por: Riganti, Roberto, et al.
Publicado: (2023)
DDNet: A Unified Physics-Informed Deep Learning Framework for Semiconductor Device Modeling
por: Riganti, Roberto, et al.
Publicado: (2025)
por: Riganti, Roberto, et al.
Publicado: (2025)
Inverse design of mirror-symmetric disordered systems for broadband perfect transmission
por: Zhumabay, Zhazira, et al.
Publicado: (2025)
por: Zhumabay, Zhazira, et al.
Publicado: (2025)
Extraordinary Optical and Transport Properties of Disordered Stealthy Hyperuniform Two-Phase Media
por: Kim, Jaeuk, et al.
Publicado: (2024)
por: Kim, Jaeuk, et al.
Publicado: (2024)
Hyperuniformity of Weighted Particle Systems
por: Torquato, Salvatore, et al.
Publicado: (2026)
por: Torquato, Salvatore, et al.
Publicado: (2026)
Existence of Nonequilibrium Glasses in the Degenerate Stealthy Hyperuniform Ground-State Manifold
por: Torquato, Salvatore, et al.
Publicado: (2025)
por: Torquato, Salvatore, et al.
Publicado: (2025)
Ising machine by dimensional collapse of nonlinear polarization oscillators
por: Chiavazzo, Salvatore, et al.
Publicado: (2025)
por: Chiavazzo, Salvatore, et al.
Publicado: (2025)
Inverse design of the transmission matrix in a random system using Reinforcement Learning
por: Kang, Yuhao
Publicado: (2025)
por: Kang, Yuhao
Publicado: (2025)
Spatial Optical Simulator for Classical Statistical Models
por: Yu, Song-Tao, et al.
Publicado: (2024)
por: Yu, Song-Tao, et al.
Publicado: (2024)
Parallel spatial photonic Ising machine using spatial multiplexing for accelerating combinatorial optimization
por: Shimomura, Suguru, et al.
Publicado: (2025)
por: Shimomura, Suguru, et al.
Publicado: (2025)
Analyzing partially-polarized light with a photonic deep random neural network
por: Petrini, Alessandro, et al.
Publicado: (2025)
por: Petrini, Alessandro, et al.
Publicado: (2025)
Ultradense Sphere Packings Derived From Disordered Stealthy Hyperuniform Ground States
por: Kim, Jaeuk, et al.
Publicado: (2025)
por: Kim, Jaeuk, et al.
Publicado: (2025)
Spatial QUBO: Convolutional Formulation of Large-Scale Binary Optimization with Dense Interactions
por: Yamashita, Hiroshi, et al.
Publicado: (2025)
por: Yamashita, Hiroshi, et al.
Publicado: (2025)
Increased light-emission efficiency in disordered InGaN through the correlated reduction of recombination rates
por: Pant, Nick, et al.
Publicado: (2023)
por: Pant, Nick, et al.
Publicado: (2023)
Nonlinearity-induced Scattering Zero Degeneracies for Spectral Management of Coherent Perfect Absorption in Complex Systems
por: Wang, Cheng-Zhen, et al.
Publicado: (2024)
por: Wang, Cheng-Zhen, et al.
Publicado: (2024)
Brownian spin-locking effect
por: Zhang, Xiao, et al.
Publicado: (2024)
por: Zhang, Xiao, et al.
Publicado: (2024)
New geometric receipts for design of photonic crystals and metamaterials: optimal toric packings
por: Itin, A.
Publicado: (2024)
por: Itin, A.
Publicado: (2024)
Fully Programmable Spatial Photonic Ising Machine by Focal Plane Division
por: Veraldi, Daniele, et al.
Publicado: (2024)
por: Veraldi, Daniele, et al.
Publicado: (2024)
Hierarchical Serpentine-like Organic Crystal Optical Waveguides for Artificial Neural Networks
por: Kumar, Avulu Vinod, et al.
Publicado: (2025)
por: Kumar, Avulu Vinod, et al.
Publicado: (2025)
Physical Neural Networks with Self-Learning Capabilities
por: Yu, Weichao, et al.
Publicado: (2024)
por: Yu, Weichao, et al.
Publicado: (2024)
Mie-tronics supermodes and symmetry breaking in nonlocal metasurfaces
por: Hoang, Thanh Xuan, et al.
Publicado: (2025)
por: Hoang, Thanh Xuan, et al.
Publicado: (2025)
Detection and characterization of targets in complex media using fingerprint matrices
por: Ber, Arthur Le, et al.
Publicado: (2025)
por: Ber, Arthur Le, et al.
Publicado: (2025)
Inverse Design of Unitary Transmission Matrices in Silicon Photonic Coupled Waveguide Arrays using a Neural Adjoint Model
por: Radford, Thomas W., et al.
Publicado: (2024)
por: Radford, Thomas W., et al.
Publicado: (2024)
Stealthy-Hyperuniform Wave Dynamics in Two-Dimensional Photonic Crystals
por: Barsukova, Maria, et al.
Publicado: (2025)
por: Barsukova, Maria, et al.
Publicado: (2025)
Hyperuniform Disorder in Photonic Crystal Slabs with Intrinsic non-Hermiticity
por: Zhang, Zeyu, et al.
Publicado: (2026)
por: Zhang, Zeyu, et al.
Publicado: (2026)
Streamlined optical training of large-scale modern deep learning architectures with direct feedback alignment
por: Wang, Ziao, et al.
Publicado: (2024)
por: Wang, Ziao, et al.
Publicado: (2024)
Incorporating rank-free coupling and external field via an incoherent modulated spatial photonic Ising machine
por: Zheng, Ze, et al.
Publicado: (2025)
por: Zheng, Ze, et al.
Publicado: (2025)
Nonlinear optical encoding enabled by recurrent linear scattering
por: Xia, Fei, et al.
Publicado: (2023)
por: Xia, Fei, et al.
Publicado: (2023)
Maximal Anderson Localization and Suppression of Surface Plasmons in Two-Dimensional Random Au Networks
por: Schultz, Johannes, et al.
Publicado: (2021)
por: Schultz, Johannes, et al.
Publicado: (2021)
Imaginary Gauge-steerable Edge Modes In Non-Hermitian Aubry-André-Harper Model
por: Miao, Yazhuang, et al.
Publicado: (2026)
por: Miao, Yazhuang, et al.
Publicado: (2026)
Topological Phase Transition and Geometrical Frustration in Fourier Photonic Simulator
por: Sun, Yuxuan, et al.
Publicado: (2025)
por: Sun, Yuxuan, et al.
Publicado: (2025)
Optical resonators constitute a universal spin simulator
por: Verstraelen, Wouter, et al.
Publicado: (2024)
por: Verstraelen, Wouter, et al.
Publicado: (2024)
Smoothed-Cubic Spin-Glass Model of Random Lasers
por: Benedetti, Marcello, et al.
Publicado: (2025)
por: Benedetti, Marcello, et al.
Publicado: (2025)
Transparency versus Anderson localization in one-dimensional disordered stealthy hyperuniform layered media
por: Klatt, Michael A., et al.
Publicado: (2025)
por: Klatt, Michael A., et al.
Publicado: (2025)
Computing Elastic Tensors of Amorphous Materials from First-Principles
por: Pashartis, C., et al.
Publicado: (2024)
por: Pashartis, C., et al.
Publicado: (2024)
Anderson localization versus hopping asymmetry in a disordered lattice
por: Kokkinakis, E. T., et al.
Publicado: (2024)
por: Kokkinakis, E. T., et al.
Publicado: (2024)
Statistical regimes of electromagnetic wave propagation in randomly time-varying media
por: Kim, Seulong, et al.
Publicado: (2025)
por: Kim, Seulong, et al.
Publicado: (2025)
Topological edge states and disorder robustness in one-dimensional off-diagonal mosaic lattices
por: Nguyen, Ba Phi, et al.
Publicado: (2025)
por: Nguyen, Ba Phi, et al.
Publicado: (2025)
Evolving disorder in non-Hermitian lattices
por: Komis, I., et al.
Publicado: (2025)
por: Komis, I., et al.
Publicado: (2025)
Ejemplares similares
-
Multiscale Physics‐Informed Neural Networks for the Inverse Design of Hyperuniform Optical Materials
por: Roberto Riganti, et al.
Publicado: (2025) -
Auxiliary Physics-Informed Neural Networks for Forward, Inverse, and Coupled Radiative Transfer Problems
por: Riganti, Roberto, et al.
Publicado: (2023) -
DDNet: A Unified Physics-Informed Deep Learning Framework for Semiconductor Device Modeling
por: Riganti, Roberto, et al.
Publicado: (2025) -
Inverse design of mirror-symmetric disordered systems for broadband perfect transmission
por: Zhumabay, Zhazira, et al.
Publicado: (2025) -
Extraordinary Optical and Transport Properties of Disordered Stealthy Hyperuniform Two-Phase Media
por: Kim, Jaeuk, et al.
Publicado: (2024)