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N. Kalia

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#federated learning Oct 2026

Physics-Encoded Learning for DAS-Based Flow Allocation: A Comparative Study

Abstract Distributed Acoustic Sensing (DAS) has become an important surveillance technology for injection and production wells because it enables dense acoustic measurements along the wellbore using fiber-optic sensing channels. Each DAS channel behaves as a distributed strain-sensitive acoustic measurement over a fini...

P. Moradi, N. Kalia · 0 citations

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