Danshi Wang

Harbin University — China

Engineering · Physical Sciences

32h-index4.1kcitations268works3.82yr avg
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Research Topics

Optical Network Technologies(135), Advanced Photonic Communication Systems(121), Advanced Optical Network Technologies(66), Photonic and Optical Devices(38), Neural Networks and Reservoir Computing(25)

Publications264 total

Hybrid physics-informed and data-driven mode solver for optical fiber design
Advanced Photonics Nexus·2025Open Access
A Multidimensional Multichoice Knapsack Framework for Efficient Resource Allocation in LEO Satellite Networks
IEEE Internet of Things Journal·2025
Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data
arXiv (Cornell University)·2025Open Access
Reinforcement Learning-based Fine-Tuning Large Language Model for High-Performance Alarm Analysis in Optical Networks
2025
Generative AI-Driven Hierarchical Multi-Agent Framework for Zero-Touch Optical Networks
IEEE Communications Magazine·2025
Generative AI-Driven Hierarchical Multi-Agent Framework for Zero-Touch Optical Networks
arXiv (Cornell University)·2025Open Access
PINN-BPM: An Enhanced Physics-Informed Neural Network Framework of Solving Helmholtz Equation for Light Field Propagation in Optical Fiber
Journal of Lightwave Technology·2025
A Simple Fiber Anomaly Detection Approach via Band Power in S+C+L-Band Optical Transmission Systems
2025
A sparse regression framework for governing equation discovery in nonlinear optical dynamics
Chaos Solitons & Fractals·2025
Noise-immune task offloading in industrial PONs: particle-Kalman cascaded filtering with Nash equilibrium-driven cooldown
Optics Express·2025Open Access
A Dual Threshold Handover Scheme for Improved Service Stability in Large-Scale Optical Satellite Networks
IEEE Transactions on Vehicular Technology·2025
Accurate Characterization of Fiber Lumped Losses for Digital Twin Modeling in C+L-band Systems
2025
Two-stage Adaptive Traffic Detection System for Adverse Weather
2025
SD-DBA: Scalable Deterministic DBA for Industrial TDM-PON
2025
Concurrent Fault Prediction Based Multi-View Feature Embedding for Optical Transport Networks
2025
Multi-modal Data Fusion with Knowledge Graph for Alarm Root Cause Analysis in Optical Networks
2025· 1 cited
A General Model for Performance Parameters Prediction of Optical Transport Network Equipment
2025
Prior Knowledge-Assisted Self-Supervised Learning for Soft Fault Diagnosis with Limited Fault Samples in Optical Networks
2025
Nonlinear Nernst effect in trilayer graphene at zero magnetic field
Nature Nanotechnology·2025· 4 cited
Continuous Vision Transformer Neural Operator for Light Propagation Dynamics in Optical Fiber
2025
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Frequent Co-authors

Min Zhang(34), Xue Chen(13), Zhiguo Zhang(8), Xiaotian Jiang(8), Chuang Song(7), Jin Li(7), Yuchen Song(7), Luyao Guan(6), Jin Li(5), Meixia Fu(5), Alan Pak Tao Lau(5), Yue Cui(4), Yueying Zhan(4), Hui Yang(4), Chunyu Zhang(4), Ze Li(3), Jun Qin(3), Tao Yang(3), Qirui Fan(3), Chao Lü(3)