Paper Citation Record · LEDGER

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery

As of 19 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2607.04508.

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

pith.paper-citation-record.v1
2607.04508 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T18:23:06.699300Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd98abc7-a29b-4a3a-855d-7af259c56f6e · outbound

This paper cites and Pak, John E.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery and Pak, John E

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a10d608-7fba-471f-b91a-97634c12a48f · outbound

This paper cites an unresolved cited work.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3560c512-3268-4077-a6c4-19a40e8093f0 · outbound

This paper cites an unresolved cited work.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b713f13c-20bb-4e0d-9f62-07af91afabe9 · outbound

This paper cites Nature , volume=.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Nature , volume=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6d3cadd-3f86-4ed9-9234-4742358be66b · outbound

This paper cites Nature Machine Intelligence , volume=.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Nature Machine Intelligence , volume=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8257e1c-483a-4926-ade3-cb747ec6ef50 · outbound

This paper cites 2026 , howpublished =.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery 2026 , howpublished =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bf89e4e-78c5-4a20-a3f7-cb246218a309 · outbound

This paper cites Science Advances , volume=.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Science Advances , volume=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43174029-fd64-4637-8d36-6fdb33cebc64 · outbound

This paper cites Nature , volume=.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Nature , volume=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb3d3473-ffcb-4016-b623-d7e38d0b6817 · outbound

This paper cites Large language models to enhance.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Large language models to enhance

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50fe20d9-015c-457f-981b-216a7c66c9ae · outbound

This paper cites and Porosoff, Marc D.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery and Porosoff, Marc D

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1beb25ab-e002-4a93-97e3-9c42bbd5f2b6 · outbound

This paper cites Unleashing.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Unleashing

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a08b8b8-ed0a-4364-a3b6-1f7416140269 · outbound

This paper cites an unresolved cited work.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6418b0-c17f-4b2f-bb7a-e6a348c23208 · outbound

This paper cites 2025 , note=.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery 2025 , note=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9073fd71-0708-42ac-9208-cc4840e9b160 · outbound

This paper cites and Daulton, Samuel and Letham, Benjamin and Wilson, Andrew Gordon and Bakshy, Eytan , booktitle=.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery and Daulton, Samuel and Letham, Benjamin and Wilson, Andrew Gordon and Bakshy, Eytan , booktitle=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 565b5639-a391-4773-8d2f-b5c53ac5e06d · outbound

This paper cites , journal=.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery , journal=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 236fad9d-a578-4ef9-9fda-5a7ffc91bc1a · outbound

This paper cites Biometrika , volume=.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Biometrika , volume=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac75b68c-836f-49a7-a952-b24ec97c2f53 · outbound

This paper cites Proceedings of the Royal Society A , volume=.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Proceedings of the Royal Society A , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f61ad9d-bc90-4ebc-a893-f32065ef4194 · outbound

This paper cites Accurate inverse process optimization framework in laser directed energy deposition (.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Accurate inverse process optimization framework in laser directed energy deposition (

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f673f7bf-d50d-4916-b69e-6d217ebfe3ea · outbound

This paper cites Current Opinion in Solid State and Materials Science , volume =.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Current Opinion in Solid State and Materials Science , volume =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e815cfdd-e408-4e7f-9766-dcc10ab4b03d · outbound

This paper cites an unresolved cited work.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3b0e9e9-0896-40c8-9a3d-c55a19795ca4 · outbound

This paper cites Computational, Data-Driven, and Physics-Informed Machine Learning Approaches for Microstructure Modeling in Metal Additive Manufacturing.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Computational, Data-Driven, and Physics-Informed Machine Learning Approaches for Microstructure Modeling in Metal Additive Manufacturing

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2021f140-e645-41c5-a968-54e6e841a06e · outbound

This paper cites Acta Materialia , year =.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Acta Materialia , year =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1ced6e2-f3ee-479c-bb5b-d7b9c9b70374 · outbound

This paper cites Best Practices for Multi-Fidelity.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Best Practices for Multi-Fidelity

Reference 23

Resolution: verified exact; doi, observed 2026-07-11T18:28:10.952956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8a4f6cbf-208d-4d92-9110-6363f4d05cf0 · outbound

This paper cites Co-orchestration of Multiple Instruments to Uncover Structure-Property Relationships in Combinatorial Libraries.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Co-orchestration of Multiple Instruments to Uncover Structure-Property Relationships in Combinatorial Libraries

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b7ccecf-0677-4433-853e-d43797c5f683 · outbound

This paper cites Journal of Materials Engineering and Performance , volume =.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Journal of Materials Engineering and Performance , volume =

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40919201-48e8-49c6-85cf-49aa661fa0ce · outbound

This paper cites Deep Learning for Real-Time Phase Quantification from.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Deep Learning for Real-Time Phase Quantification from

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773565d3-4010-48a5-bd02-bce83cbb85f5 · outbound

This paper cites npj Computational Materials , volume =.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery npj Computational Materials , volume =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f8cc592-e235-4066-a591-29e5d96dd2e4 · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b917d0d-4d64-4934-906a-69dac6071e26 · outbound

This paper cites an unresolved cited work.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b8eb2a3-7779-4be9-aaf3-800deb4a9efa · outbound

This paper cites and Schiel, John E.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery and Schiel, John E

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e02499f-23d6-4102-ba06-f5fc27711784 · outbound

This paper cites BMC Proceedings , volume =.

Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery BMC Proceedings , volume =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T18:23:06.699300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.