Paper Citation Record · LEDGER

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond

As of 16 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2608.11020.

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

pith.paper-citation-record.v1
2608.11020 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:05:29.795300Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

13 of 13 outbound references displayed

verified exact5
verified fuzzy0
unresolved6
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5b6072b4-b6b0-4605-b384-f38b1058c85b · outbound

This paper cites My Ha Dao, Pao-Hsiung Chiu, Jian Cheng Wong, and Chin Chun Ooi.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond My Ha Dao, Pao-Hsiung Chiu, Jian Cheng Wong, and Chin Chun Ooi

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T12:05:29.745958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29ae9acd-4592-4194-bcfb-4fe9b914b153 · outbound

This paper cites Tim De Ryck and Siddhartha Mishra.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond Tim De Ryck and Siddhartha Mishra

Reference 5

Resolution: verified exact; doi, observed 2026-08-12T12:05:29.888309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 696fa779-d2dd-4888-adfd-4c4f066d0af3 · outbound

This paper cites ISBN 9798400720185.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond ISBN 9798400720185

Reference 7

Resolution: verified exact; doi, observed 2026-08-12T12:05:29.859124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d5a7c784-7d64-46a8-95ed-6669ef90c498 · outbound

This paper cites Andreas Langer.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond Andreas Langer

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T12:05:29.766997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf18316f-3183-4e7d-948d-df877950bb8c · outbound

This paper cites Tianyu Pang, Kun Xu, Chongxuan Li, Yang Song, Stefano Ermon, and Jun Zhu.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond Tianyu Pang, Kun Xu, Chongxuan Li, Yang Song, Stefano Ermon, and Jun Zhu

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T12:05:29.772468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a361d187-f46e-46d7-a5c0-91b0f0acd592 · outbound

This paper cites Transition Models: Rethinking the Generative Learning Objective.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond Transition Models: Rethinking the Generative Learning Objective

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T12:05:29.782358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f4b9383-cab4-4c21-9b81-291f0b2f5ed4 · outbound

This paper cites Hybrid Finite Difference with the Physics-informed Neural Network for solving PDE in complex geometries.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond Hybrid Finite Difference with the Physics-informed Neural Network for solving PDE in complex geometries

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T12:05:29.788201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e160a8de-346b-4578-bc4b-cb8add41187d · outbound

This paper cites Jiaming Zhang, David Dalton, Hao Gao, and Dirk Husmeier.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond Jiaming Zhang, David Dalton, Hao Gao, and Dirk Husmeier

Reference 13

Resolution: verified exact; doi, observed 2026-08-12T12:05:29.838860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f3b5397a-70b0-4955-b591-e7752516a5f3 · outbound

This paper cites Finite difference physics-informed neural networks enable improved solution accuracy of the Navier-Stokes equations.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond Finite difference physics-informed neural networks enable improved solution accuracy of the Navier-Stokes equations

Reference 2019

Resolution: malformed identifier; no resolver link, observed 2026-08-12T12:05:29.777056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21a5f61c-18c3-482e-a199-28db1456b62f · outbound

This paper cites 20 Junwoo Cho, Seungtae Nam, Hyunmo Yang, Seok-Bae Yun, Youngjoon Hong, and Eunbyung Park.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond 20 Junwoo Cho, Seungtae Nam, Hyunmo Yang, Seok-Bae Yun, Youngjoon Hong, and Eunbyung Park

Reference 2022

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T12:05:30.364939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c166ddb6-5e18-4c1c-bc6e-43ef1427a8c3 · outbound

This paper cites Chuqi Chen, Yahong Yang, Yang Xiang, and Wenrui Hao.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond Chuqi Chen, Yahong Yang, Yang Xiang, and Wenrui Hao

Reference 2023

Resolution: verified exact; doi, observed 2026-08-12T12:05:29.935993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c9756de3-9fbd-4029-b37a-bb254e170345 · outbound

This paper cites Zekai Guo and Ye Li.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond Zekai Guo and Ye Li

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T12:05:29.757173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a856a817-f13e-4893-b17a-c986f14a952e · outbound

This paper cites Pao-Hsiung Chiu, Jian Cheng Wong, Chinchun Ooi, My Ha Dao, and Yew-Soon Ong.

Derivative Computation in PINNs: Automatic Differentiation, Finite Differences and Beyond Pao-Hsiung Chiu, Jian Cheng Wong, Chinchun Ooi, My Ha Dao, and Yew-Soon Ong

Reference 2025

Resolution: verified exact; doi, observed 2026-08-12T12:05:29.917058Z

Source-reported events for the cited work

correction dated 2025-11-14. Source: crossref record 10.1007/s10915-025-03098-3->10.1007/s10915-025-02965-3:correction, observed 2026-07-11T03:08:57.580184+00:00. This notice travels one citation hop only.

Pith citing papers

No inbound Pith citation observations are available.