Research PaperResearchia:202601.123d1496
PIDT: Physics-Informed Digital Twin for Optical Fiber Parameter Estimation
Zicong Jiang
Abstract
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.
Submitted: January 12, 2026Subjects: Engineering; Engineering
Description / Details
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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Submission Info
Date:
Jan 12, 2026
Jan 12, 2026
Topic:
Engineering
Engineering
Area:
Engineering
Engineering
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