PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation
By: Zicong Jiang , Magnus Karlsson , Erik Agrell and more
Potential Business Impact:
Makes computer models of things work faster.
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.
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