Paper Citation Record · LEDGER

Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning

As of 8 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 1 inbound Pith citation observation for arXiv:2506.03329.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.03329 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:08:37.451901Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:08:36.415606Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T11:08:37.628449Z

Reference resolution

8 of 8 outbound references displayed

verified exact1
verified fuzzy4
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 650be647-4499-4554-a440-fb922a9c8a13 · outbound

This paper cites Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning.

Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:08:37.793217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8db76291-d8e9-45eb-95e6-f87a449deedb · outbound

This paper cites Theactivelearningalgorithm99 comprises three key components S.

Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning Theactivelearningalgorithm99 comprises three key components S

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:39.102973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ff420023-a2e2-4e2b-870d-5cc98fb61973 · outbound

This paper cites To quantitatively analyze the187 decreasing trend of the FOM with respect to optimization cycles, we employ FOM-188 optimization cycle plots.

Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning To quantitatively analyze the187 decreasing trend of the FOM with respect to optimization cycles, we employ FOM-188 optimization cycle plots

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:38.674570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1110bb6c-bccf-4ea4-9961-30f995704078 · outbound

This paper cites FOM convergence can be achieved with only a few optim-224 ization cycles when starting with 25 initial data for a small design space, such as a 40-bit225 system (Figure 1B).

Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning FOM convergence can be achieved with only a few optim-224 ization cycles when starting with 25 initial data for a small design space, such as a 40-bit225 system (Figure 1B)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:38.472314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5da7794b-e518-4b5d-a1d2-391cb56a52f9 · outbound

This paper cites an unresolved cited work.

Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:08:38.280941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7404576b-acd3-470a-b0dd-0be519279fae · outbound

This paper cites Distributed Quantum Approximate Optimization Algorithm on a Quantum-Centric Supercomputing Architecture.

Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning Distributed Quantum Approximate Optimization Algorithm on a Quantum-Centric Supercomputing Architecture

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:08:37.337546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c91ed97-9683-4b9c-92c8-cb9e3343726d · outbound

This paper cites O., Mishra, S., Ray, D., & Chandrashekar, P.

Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning O., Mishra, S., Ray, D., & Chandrashekar, P

Reference 450

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:08:38.106439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation abbf6b0b-7dc1-4b80-ae3f-4a9fec199f92 · outbound

This paper cites an unresolved cited work.

Optimization of Functional Materials Design with Optimal Initial Data in Surrogate-Based Active Learning Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:08:38.925629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 650be647-4499-4554-a440-fb922a9c8a13 · inbound