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Simulation-based inference using normalizing flows can directly extract population properties of Galactic double white dwarfs from LISA strain data, bypassing the computationally intensive global fit of individual sources. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.CHALLENGES_CONSENSUS.

Simulation-based population inference of LISA’s Galactic binaries: Bypassing the global fit

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