mlsanityData to 14 Oct 2026

PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation

arXiv 2601.07436 ↗First posted 12 Jan 2026eess.SP cs.LG physics.opticscited by 0

Not on the map. Why?

Abstract (arXiv)

We propose physics-informed digital twin (PIDT): a fiber parameter estimation approach that combines a parameterized split-step method with a physics-informed loss. PIDT improves accuracy and convergence speed with lower complexity compared to previous neural operators.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 3 references that are in the map. First posted on arXiv 12 Jan 2026.

Builds on

1 of 3 references.

References · 1

  1. 2019DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operatorscited by 2,018

Built on by

Not cited yet.