Hybrid neural-numerical warm-start correction framework for Colebrook-White pipe-flow equations with Newton refinement.
pytorch numerical-analysis newton-method colebrook-white scientific-machine-learning warm-start pipe-flow hydraulic-systems neural-numerical-methods neural-correction baseline-aware-learning taylor-coefficients
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Updated
May 30, 2026 - Python