AWhat changed
Modeled time-interval average velocity and trained against an identity linking it with instantaneous velocity, enabling a from-scratch one-step flow generator.
Scientific scope
Modeled time-interval average velocity and trained against an identity linking it with instantaneous velocity, enabling a from-scratch one-step flow generator. Inherits flow matching and two-time/flow-map models. Source's field identity and empirical procedure are not independently proof-audited or convergence-certified here. Conditional straight paths do not imply straight marginal flows; one-step does not mean exact data-distribution sampling.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits flow matching and two-time/flow-map models. Source's field identity and empirical procedure are not independently proof-audited or convergence-certified here. Conditional straight paths do not imply straight marginal flows; one-step does not mean exact data-distribution sampling.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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