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Danshi Wang

Identifiers

  • name variant Danshi Wang 0.60 · backfill

Papers (12)

  1. Mathematical Reasoning Enhanced LLM for Formula Derivation: A Case Study on Fiber NLI Modellin cs.CL · 2026 · author #7
  2. Lifecycle Management of Optical Networks with Dynamic-Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach physics.optics · 2025 · author #8
  3. FiberKAN: Kolmogorov-Arnold Networks for Nonlinear Fiber Optics physics.optics · 2025 · author #6
  4. Physics-Informed Machine Learning for EDFA: Parameter Identification and Gain Estimation physics.optics · 2025 · author #6
  5. Synergistic Interplay of Large Language Model and Digital Twin for Autonomous Optical Networks: Field Demonstrations cs.NI · 2024 · author #9
  6. When Large Language Models Meet Optical Networks: Paving the Way for Automation cs.NI · 2024 · author #1
  7. Implementing Digital Twin in Field-Deployed Optical Networks: Uncertain Factors, Operational Guidance, and Field-Trial Demonstration cs.NI · 2023 · author #8
  8. A Review of Machine Learning-based Failure Management in Optical Networks cs.NI · 2022 · author #1
  9. Physics-Informed Neural Operator for Fast and Scalable Optical Fiber Channel Modelling in Multi-Span Transmission eess.SP · 2022 · author #2
  10. Physics-informed Neural Network for Nonlinear Dynamics in Fiber Optics physics.optics · 2021 · author #2
  11. Role of Digital Twin in Optical Communication: Fault Management, Hardware Configuration, and Transmission Simulation cs.NI · 2020 · author #1
  12. Wavelength Controllable Forward Prediction and Inverse Design of Nanophotonic Devices Using Deep Learning physics.optics · 2020 · author #2

Mentions

  • 2504.19564 #8 · arxiv_oai · confidence 0.70 Danshi Wang
  • 2504.18833 #6 · arxiv_oai · confidence 0.70 Danshi Wang
  • 2502.15144 #6 · arxiv_oai · confidence 0.70 Danshi Wang
  • 2411.00473 #9 · arxiv_oai · confidence 0.70 Danshi Wang
  • 2405.17441 #1 · arxiv_oai · confidence 0.70 Danshi Wang
  • 2312.03374 #8 · arxiv_oai · confidence 0.70 Danshi Wang
  • 2208.10677 #1 · arxiv_oai · confidence 0.70 Danshi Wang
  • 2208.08868 #2 · arxiv_oai · confidence 0.70 Danshi Wang
  • 2109.00526 #2 · arxiv_oai · confidence 0.70 Danshi Wang
  • 2011.04877 #1 · arxiv_oai · confidence 0.70 Danshi Wang
  • 2010.15547 #2 · arxiv_oai · confidence 0.70 Danshi Wang

Frequent Coauthors