Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Efficient neural topology optimization via active learning for enhancing turbulent mass transfer in fluid channels
As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.03997.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:21:44.987909Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-09T02:55:53.553985Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 6fd3ae8c-b816-4688-8c45-285150b3b78c · inbound
Neural-operator element method: Efficient and scalable finite element method enabled by reusable neural operators cites this paper.
Neural-operator element method: Efficient and scalable finite element method enabled by reusable neural operators Efficient neural topology optimization via active learning for enhancing turbulent mass transfer in fluid channels
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:21:44.987909Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84fe2f28-0cfb-4502-879e-7f5d97bf7b28 · inbound
Neural Operator-enabled Topology-informed Evolutionary Strategy for PDE-Constrained Optimization cites this paper.
Neural Operator-enabled Topology-informed Evolutionary Strategy for PDE-Constrained Optimization Efficient neural topology optimization via active learning for enhancing turbulent mass transfer in fluid channels
Reference 34
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-09T02:55:53.555429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.