Machine-Learning-Assisted Photonic Device Development: A Multiscale Approach from Theory to Characterization
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Chen, Yuheng, McNeil, Alexander Montes, Park, Taehyuk, Wilson, Blake A., Iyer, Vaishnavi, Bezick, Michael, Choi, Jae-Ik, Ojha, Rohan, Mahendran, Pravin, Singh, Daksh Kumar, Chitturi, Geetika, Chen, Peigang, Do, Trang, Kildishev, Alexander V., Shalaev, Vladimir M., Moebius, Michael, Cai, Wenshan, Liu, Yongmin, Boltasseva, Alexandra |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Machine‐learning‐assisted photonic device development: a multiscale approach from theory to characterization
par: Yuheng Chen, et autres
Publié: (2025)
par: Yuheng Chen, et autres
Publié: (2025)
PearSAN: A Machine Learning Method for Inverse Design using Pearson Correlated Surrogate Annealing
par: Bezick, Michael, et autres
Publié: (2024)
par: Bezick, Michael, et autres
Publié: (2024)
All-optical modulation with single-photons using electron avalanche
par: Sychev, Demid V., et autres
Publié: (2023)
par: Sychev, Demid V., et autres
Publié: (2023)
Pathway to Optical-Cycle Dynamic Photonics: Extreme Electron Temperatures in Transparent Conducting Oxides
par: Choi, Jae Ik, et autres
Publié: (2025)
par: Choi, Jae Ik, et autres
Publié: (2025)
Anticipating Decoherence for Enhancing Coherence in Quantum Systems
par: Maan, Pranshu, et autres
Publié: (2025)
par: Maan, Pranshu, et autres
Publié: (2025)
Machine Learning Framework for Quantum Sampling of Highly-Constrained, Continuous Optimization Problems
par: Wilson, Blake A., et autres
Publié: (2021)
par: Wilson, Blake A., et autres
Publié: (2021)
Interfacing Nanophotonics with Deep Neural Networks: AI for Photonic Design and Photonic Implementation of AI
par: Taehyuk Park, et autres
Publié: (2025)
par: Taehyuk Park, et autres
Publié: (2025)
Non-native Quantum Generative Optimization with Adversarial Autoencoders
par: Wilson, Blake A., et autres
Publié: (2024)
par: Wilson, Blake A., et autres
Publié: (2024)
Tailoring optical response of MXene thin films
par: Jeffrey Simon, et autres
Publié: (2025)
par: Jeffrey Simon, et autres
Publié: (2025)
Real-Time Drone Detection in Event Cameras via Per-Pixel Frequency Analysis
par: Bezick, Michael, et autres
Publié: (2026)
par: Bezick, Michael, et autres
Publié: (2026)
Third Harmonic Enhancement Harnessing Photoexcitation Unveils New Nonlinearities in Zinc Oxide
par: Saha, Soham, et autres
Publié: (2024)
par: Saha, Soham, et autres
Publié: (2024)
MxDiffusion: A Physics-Aware Maxwells Law-Guided Diffusion Model Strategy for Inverse Photonic Metasurface Design
par: Mondal, Sujoy, et autres
Publié: (2026)
par: Mondal, Sujoy, et autres
Publié: (2026)
Sociology in Germany
par: Moebius, Stephan
Publié: (2021)
par: Moebius, Stephan
Publié: (2021)
Sociology in Germany
par: Stephan Moebius
par: Stephan Moebius
Crystallization of the transdimensional electron liquid
par: Bondarev, Igor V., et autres
Publié: (2025)
par: Bondarev, Igor V., et autres
Publié: (2025)
Robust Point Cloud Reinforcement Learning via PCA-Based Canonicalization
par: Bezick, Michael, et autres
Publié: (2025)
par: Bezick, Michael, et autres
Publié: (2025)
Optimal multipole center for subwavelength acoustic scatterers
par: Ustimenko, Nikita, et autres
Publié: (2025)
par: Ustimenko, Nikita, et autres
Publié: (2025)
The Art of Finding the Optimal Scattering Center(s)
par: Alexander V. Kildishev, et autres
Publié: (2024)
par: Alexander V. Kildishev, et autres
Publié: (2024)
The Art of Finding the Optimal Scattering Center(s) (Advanced Optical Materials 4/2025)
par: Alexander V. Kildishev, et autres
Publié: (2025)
par: Alexander V. Kildishev, et autres
Publié: (2025)
Generation of photon pairs through spontaneous four-wave mixing in subwavelength nonlinear films
par: Son, Changjin, et autres
Publié: (2025)
par: Son, Changjin, et autres
Publié: (2025)
Floquet Engineering of Polaritonic Amplification in Dispersive Photonic Time Crystals
par: Ozlu, Mustafa Goksu, et autres
Publié: (2024)
par: Ozlu, Mustafa Goksu, et autres
Publié: (2024)
Meditation and Its Neurophysiological Effects: A Review of Scientific Evidence
par: Dr. Sravani Chitturi
Publié: (2026)
par: Dr. Sravani Chitturi
Publié: (2026)
Quantum Emitters in Aluminum Nitride Induced by Zirconium Ion Implantation
par: Senichev, Alexander, et autres
Publié: (2024)
par: Senichev, Alexander, et autres
Publié: (2024)
MAC-VO: Metrics-aware Covariance for Learning-based Stereo Visual Odometry
par: Qiu, Yuheng, et autres
Publié: (2024)
par: Qiu, Yuheng, et autres
Publié: (2024)
Bottom-up Fabrication of 2D Rydberg Exciton Arrays in Cuprous Oxide
par: Barua, Kinjol, et autres
Publié: (2024)
par: Barua, Kinjol, et autres
Publié: (2024)
Single‐photon emitters in PECVD‐grown silicon nitride films: from material growth to photophysical properties
par: Zachariah O. Martin, et autres
Publié: (2025)
par: Zachariah O. Martin, et autres
Publié: (2025)
Effect of Climate Change on Airline Operations
par: Geetika Kapil
Publié: (2025)
par: Geetika Kapil
Publié: (2025)
Numerical Modeling of Solvent Diffusion through the Transition Metal Dichalcogenides based Nanomaterials
par: Sahu, Geetika
Publié: (2026)
par: Sahu, Geetika
Publié: (2026)
Um Entre Muitos: instituições de ensino superior em um ecossistema de pedagogias urbanas
par: Geetika Anand
Publié: (2021)
par: Geetika Anand
Publié: (2021)
Topology-Optimized Dielectric Cavities for Enhanced Excitonic Light Emission from $\rm WSe_{2}$
par: Matthiessen, Owen, et autres
Publié: (2025)
par: Matthiessen, Owen, et autres
Publié: (2025)
High‐Order Nonlinear Frequency Conversion in Transparent Conducting Oxide Thin Films
par: Wallace Jaffray, et autres
Publié: (2024)
par: Wallace Jaffray, et autres
Publié: (2024)
Towards Universal Fake Image Detectors that Generalize Across Generative Models
par: Ojha, Utkarsh, et autres
Publié: (2023)
par: Ojha, Utkarsh, et autres
Publié: (2023)
Impact of modified perturb and observe control on MPPT of PV/battery fed three - port DC‐DC converter
par: Venmathi Mahendran
Publié: (2017)
par: Venmathi Mahendran
Publié: (2017)
Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview
par: Auras, Alexander, et autres
Publié: (2024)
par: Auras, Alexander, et autres
Publié: (2024)
Robustness and exploration of variational and machine learning approaches to inverse problems: An overview
par: Alexander Auras, et autres
Publié: (2024)
par: Alexander Auras, et autres
Publié: (2024)
AI-Powered Dermatological Diagnosis: From Interpretable Models to Clinical Implementation A Comprehensive Framework for Accessible and Trustworthy Skin Disease Detection
par: Panda, Satya Narayana, et autres
Publié: (2025)
par: Panda, Satya Narayana, et autres
Publié: (2025)
All-optical polarization control in time-varying low-index films via plasma symmetry breaking
par: Jaffray, Wallace, et autres
Publié: (2025)
par: Jaffray, Wallace, et autres
Publié: (2025)
Bridging Classical and Quantum: Group-Theoretic Approach to Quantum Circuit Simulation
par: Shami, Daksh
Publié: (2024)
par: Shami, Daksh
Publié: (2024)
Character Complexity: A Novel Measure for Quantum Circuit Analysis
par: Shami, Daksh
Publié: (2024)
par: Shami, Daksh
Publié: (2024)
Emergent Dark Patterns in AI-Generated User Interfaces
par: Pandey, Daksh
Publié: (2026)
par: Pandey, Daksh
Publié: (2026)
Documents similaires
-
Machine‐learning‐assisted photonic device development: a multiscale approach from theory to characterization
par: Yuheng Chen, et autres
Publié: (2025) -
PearSAN: A Machine Learning Method for Inverse Design using Pearson Correlated Surrogate Annealing
par: Bezick, Michael, et autres
Publié: (2024) -
All-optical modulation with single-photons using electron avalanche
par: Sychev, Demid V., et autres
Publié: (2023) -
Pathway to Optical-Cycle Dynamic Photonics: Extreme Electron Temperatures in Transparent Conducting Oxides
par: Choi, Jae Ik, et autres
Publié: (2025) -
Anticipating Decoherence for Enhancing Coherence in Quantum Systems
par: Maan, Pranshu, et autres
Publié: (2025)