Full-physics NNpHSCC simulation for gas transmission pipelines — Chen-Sutherby-Xing, BS 7910, API 579/581, Bayesian RBI.
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Updated
May 20, 2026 - Python
Full-physics NNpHSCC simulation for gas transmission pipelines — Chen-Sutherby-Xing, BS 7910, API 579/581, Bayesian RBI.
Coupled thermohygro-electrochemical CUI simulator with DFOS-informed inverse problem (Integrity Code Series, Week 9). Three-PDE physics, Strang splitting, 154 tests, full CI/CD.
Asset Integrity Engineer bridging RBI decision frameworks, data engineering, and applied machine learning through transparent automation.
Hydrogen-conversion analysis of vintage LF-ERW pipeline. B31.12 MAOP cascade, NACE TM0316 SSC, statistical seam-weld susceptibility, X42-X70.
Creep-fatigue interaction in fired heater tubes (9Cr-1Mo T91). Norton/Omega creep, Coffin-Manson fatigue, parabolic oxidation, ASME III-5 envelope. 324 tests.
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