Work

Physics-Informed Neural Network Framework for Mechanics-Based Remaining Useful Life Prediction of Polyethylene Pipelines

Year: 2026

Type: preprint

Source: SSRN Electronic Journal

DOI: 10.2139/ssrn.7287451

Authors: Eduardo Rodriguez, Shrey Upadhyay, Ernest Lever, Enrique Lopez Droguett

Institution: Gas Technology Institute

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: green

OpenAlex ID: W7203530335

Cites: 27

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Related to: 10