Paper Citation Record · LEDGER

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling

As of 9 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.07863.

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

pith.paper-citation-record.v1
2607.07863 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T16:29:23.355323Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

28 of 28 outbound references displayed

verified exact16
verified fuzzy4
unresolved1
parse uncertain0
malformed identifier1
metadata mismatch6

External citation measurements

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Outbound references

Observation fae30d69-a64e-4a8f-b6e5-c3af68c4dfb0 · outbound

This paper cites Akiba, S.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Akiba, S

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-07-10T16:37:22.885377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 23275284-13a6-46e9-9ffa-3f421e4f08ac · outbound

This paper cites N., Etxeberria, I., Suárez, A.: Effect of process parameter on the kerf geometry in abrasive water jet milling.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling N., Etxeberria, I., Suárez, A.: Effect of process parameter on the kerf geometry in abrasive water jet milling

Reference 2

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.874383Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 95257b64-3723-4d98-8823-988e5aa05824 · outbound

This paper cites Angelopoulos and Stephen Bates.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Angelopoulos and Stephen Bates

Reference 3

Resolution: metadata mismatch; doi, observed 2026-07-10T16:37:22.889940Z

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Observation 276fba1f-bc9f-4692-8b08-ebc05c58df86 · outbound

This paper cites C.: On over-fitting in model selection and subsequent selection bias in performance evaluation.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling C.: On over-fitting in model selection and subsequent selection bias in performance evaluation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T16:37:23.601244Z

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Observation 20f97cdf-3078-4f3b-98ba-1e4876127d73 · outbound

This paper cites Journal of Manufacturing Processes110, 291–302 (2024).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Journal of Manufacturing Processes110, 291–302 (2024)

Reference 5

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.887253Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7cfde4cf-50be-4533-ac6e-997583f439ef · outbound

This paper cites Data-Centric Engineering5, e8 (2024).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Data-Centric Engineering5, e8 (2024)

Reference 6

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.854853Z

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Observation 9bd498bc-2e42-45df-8e03-0cd00589aace · outbound

This paper cites The International Journal of Advanced Manufacturing Technology126, 3133–3148 (2023).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling The International Journal of Advanced Manufacturing Technology126, 3133–3148 (2023)

Reference 7

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.889043Z

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Observation 876af788-9ac4-4c44-9e93-0bb58924b8f7 · outbound

This paper cites doi: https://doi.org/10.1016/j.strusafe.2008.06.020.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling doi: https://doi.org/10.1016/j.strusafe.2008.06.020

Reference 8

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.870632Z

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Observation c668a9ca-be39-4858-af4e-c6f63fdd66c2 · outbound

This paper cites Journal of Manufacturing Systems73, 898–912 (2024).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Journal of Manufacturing Systems73, 898–912 (2024)

Reference 9

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.895357Z

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Observation b39d9512-294c-42a1-895c-0a4b1dd32f18 · outbound

This paper cites In: Proceedings of the 33rd International Conference on Machine Learning (ICML).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling In: Proceedings of the 33rd International Conference on Machine Learning (ICML)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T16:37:23.597375Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 946694af-1858-4aad-8ea3-1bde93d53818 · outbound

This paper cites an unresolved cited work.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-07-10T16:37:23.599202Z

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Observation c4296574-fb97-41b5-b193-3a8a89343fcc · outbound

This paper cites Robust tests for the equality of variances.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Robust tests for the equality of variances

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-10T16:37:22.886181Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation da61809a-abd0-4b8f-a659-08bc173dd696 · outbound

This paper cites Journal of Engineering Materials and Technology106(1), 88–100 (1984).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Journal of Engineering Materials and Technology106(1), 88–100 (1984)

Reference 13

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.877919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eda8ad4b-a4d6-4a1e-a44c-6e717e4c6a6b · outbound

This paper cites Journal of Engineering Materials and Technology 111(2), 154–162 (1989).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Journal of Engineering Materials and Technology 111(2), 154–162 (1989)

Reference 14

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.873578Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2ed446e-7eba-48eb-9fcf-c551453c5594 · outbound

This paper cites Materials14(14), 4032 (2021).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Materials14(14), 4032 (2021)

Reference 15

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.879529Z

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Observation 27726e90-6481-49fc-947c-5f96174db7d9 · outbound

This paper cites The ASQC Basic References in Quality Control: Statistical Techniques (1993).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling The ASQC Basic References in Quality Control: Statistical Techniques (1993)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T16:37:23.603091Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 81562127-4e50-4ee0-9221-6db845193170 · outbound

This paper cites Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median , journal =.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median , journal =

Reference 17

Resolution: metadata mismatch; doi, observed 2026-07-10T16:37:22.899692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1decb978-1945-4b55-830d-8bdd3ddb8d68 · outbound

This paper cites International Journal of Rock Mechanics and Mining Sciences34(1), 17–25 (1997).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling International Journal of Rock Mechanics and Mining Sciences34(1), 17–25 (1997)

Reference 18

Resolution: malformed identifier; doi_truncated, observed 2026-07-10T16:37:22.871739Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 711ea7d3-15f6-4112-9ef8-70d9a03adfc8 · outbound

This paper cites The International Journal of Advanced Manufacturing Technology119, 503–516 (2021).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling The International Journal of Advanced Manufacturing Technology119, 503–516 (2021)

Reference 19

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.879686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40cb398d-64ce-47c8-9576-4f0df9aa2c75 · outbound

This paper cites Expert Systems with Applications246, 123168 (2024).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Expert Systems with Applications246, 123168 (2024)

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-10T16:37:22.893213Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e301c87a-e81e-4f1c-9f4e-99b506e18373 · outbound

This paper cites Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T16:37:23.059324Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cb7f2af2-6670-4af3-9f11-74af9fe7b43f · outbound

This paper cites I.: Gaussian Processes for Machine Learning.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling I.: Gaussian Processes for Machine Learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T16:37:23.594308Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 130e79bf-4700-4aed-a128-f42575920b3f · outbound

This paper cites Information Fusion , author =.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Information Fusion , author =

Reference 23

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.897782Z

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Observation 97e00141-6619-4537-8ef3-6b0c09f0717b · outbound

This paper cites PLOS ONE14(11), e0224365 (2019).

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling PLOS ONE14(11), e0224365 (2019)

Reference 24

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.890686Z

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Observation a65ee073-dac5-46a9-ae71-bff46ebd805a · outbound

This paper cites NeuroImage , author =.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling NeuroImage , author =

Reference 25

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.876160Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b6504a0f-9bd2-49eb-b3c3-4cc41387f3f0 · outbound

This paper cites 2022, ACM Comput.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling 2022, ACM Comput

Reference 26

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.897375Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation df2b81b4-6428-42ae-b5e7-ac3fdf4f3678 · outbound

This paper cites Small data machine learning in materials science.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling Small data machine learning in materials science

Reference 27

Resolution: verified exact; doi, observed 2026-07-10T16:37:22.894336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35aee649-c465-483b-b3e8-6b92d1a00263 · outbound

This paper cites doi: https://doi.org/10.1016/j.eng.2024.04.024.

Physics-Informed Machine Learning Under Small-Data Constraints: Lessons from Abrasive Waterjet Milling doi: https://doi.org/10.1016/j.eng.2024.04.024

Reference 28

Resolution: metadata mismatch; doi, observed 2026-07-10T16:37:22.896293Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.