PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation
classification
📡 eess.SP
cs.LGphysics.optics
keywords
physics-informedpidtdigitalestimationfiberparametertwinaccuracy
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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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