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Paper Citation Record · LEDGER

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2605.11001.

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

pith.paper-citation-record.v1
2605.11001 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T05:55:42.942098Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

47 of 47 outbound references displayed

  • verified exact3
  • verified fuzzy35
  • unresolved7
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d25b4ef8-6e05-44da-9f4c-3a0ca15b5f44 · outbound

This paper cites journal =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance journal =

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:4df7fc3957bc20c8954cf52ac9a649b4fc3c5f775dbe567e55e29fef9d2309af

Observation 16c5ed46-b909-497b-b3e5-29b8bf90174f · outbound

This paper cites an unresolved cited work.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Unresolved cited work

Reference 2

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:43a9e917d3d975711f0549925a9c9733c4bf4acf9ab12e67da890296126119ae

Observation 71cb2653-a374-4d86-9350-ab163d5b5b42 · outbound

This paper cites Journal of Hydraulic Engineering , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Journal of Hydraulic Engineering , volume =

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation a5d2cba5-de07-412a-a8eb-13a0c10b9514 · outbound

This paper cites institution =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance institution =

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:7f7840e3af644d693bf860f0339336d1cc4e02b103f9e430728225f2ca720f00

Observation 9e6e6615-135d-4e56-a44a-091e986895eb · outbound

This paper cites an unresolved cited work.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Unresolved cited work

Reference 5

Resolution
parse uncertain
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:df0218c05442726d87dd2b2b85f55051dfbe6bd3c7d32de5c9eb3a4ac93ae059

Observation 686d5c80-56f9-4ead-9947-11be6b91f5c5 · outbound

This paper cites International Journal of Geographical Information Science , volume=.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance International Journal of Geographical Information Science , volume=

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:07c1a8be3d9802683a24de5ed4b43ef0d8361ea4357122f2bf2fe739f6e01b3d

Observation 410d14ec-beb4-4c24-8e9a-b4e9dbc402c2 · outbound

This paper cites Differentiable modelling to unify machine learning and physical models for geosciences , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Differentiable modelling to unify machine learning and physical models for geosciences , volume =

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:9339cd5aebdea10136e7db394f1befd29d9cceeb06268e6673334789b6eb0c6a

Observation d8720150-38e0-42d8-baf4-945b58e60adf · outbound

This paper cites Farthing and Tyler J.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Farthing and Tyler J

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.828503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:d42fe3c85209f8c42e2ca031b4574bee40e0dc30f6a0bda73f11a41e76573db8

Observation 605e26cb-4bea-4116-9d06-6ecf2c3b0460 · outbound

This paper cites 2022 , doi =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance 2022 , doi =

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.831716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 3638ef3c-03b6-40c5-8797-4e4e282fc78c · outbound

This paper cites Water Resources Research , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Water Resources Research , volume =

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.837211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation a9949e13-30cd-475d-95a5-d32ad61155e2 · outbound

This paper cites Water Resources Research , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Water Resources Research , volume =

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:bef575ad1c93ab4f2a4429659c26139667c090fbcbba0761cb9df3b2a93f8c42

Observation 8022cf71-7c07-4285-9035-9c2890412f13 · outbound

This paper cites Water Resources Research , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Water Resources Research , volume =

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.823692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:30debf9868169ba8f6cba0525fe56de37f2c441263715caf717727b0afb5024d

Observation 41794900-dabc-4f85-bca2-49bf8e136f63 · outbound

This paper cites 2025 , journal =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance 2025 , journal =

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:1db0a336bfd280d8aa98a33f2fd44c9c1220bc5e3b02abae98cd233550f903a7

Observation 1f5910ce-9d09-4304-8086-f4850626b98e · outbound

This paper cites and Karniadakis, George E.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance and Karniadakis, George E

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:7ebfae18f5b4b87b5735ab4321d79d5fba4c981952765c99bfbb33b716aa33e6

Observation 504a4720-4000-4d09-9061-925f9349c719 · outbound

This paper cites A novel sequential method to train physics informed neural networks for.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance A novel sequential method to train physics informed neural networks for

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:b19ae0580cdb6e1902ca7e69c8466a86dbf750be5bcffd1a49be3b88c0411223

Observation d22abf81-c845-4974-ab91-b64f3bbea693 · outbound

This paper cites Computer Methods in Applied Mechanics and Engineering , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Computer Methods in Applied Mechanics and Engineering , volume =

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 536f1f4e-dc7b-441b-8be6-4d3b872caabe · outbound

This paper cites journal =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance journal =

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:8e0dc3d53ace698247783991d82fb5759a66cad999805807a617762ad720cbf9

Observation ca300891-9362-4180-a5a3-44d805b54c36 · outbound

This paper cites Computer Methods in Applied Mechanics and Engineering , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Computer Methods in Applied Mechanics and Engineering , volume =

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:9710506a7625e4bf9a6b4ebbbbee23dc86fd55fb31f52a42e688303dc3b1b1d9

Observation 63d275d2-881a-4f59-b45e-2de2d50388e6 · outbound

This paper cites and di Bernardo, Mario and Russo, Lucia and Siettos, Constantinos I.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance and di Bernardo, Mario and Russo, Lucia and Siettos, Constantinos I

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.820448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:87bcc328f3805a9093eab6e2a974a17b54f45cef78e8d4ab56e3fbd3008bc39b

Observation 16fe7503-725a-4868-9fd5-8da6da800494 · outbound

This paper cites 2025 , journal =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance 2025 , journal =

Reference 20

Resolution
verified exact
doi, observed 2026-05-13T05:57:21.890339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:98dc7b485753e64e45973a918e0c8376796ee6ec5841c865dd29b579a449e308

Observation 551b7fd5-ebee-445b-864f-582fd342e491 · outbound

This paper cites arXiv preprint arXiv:2603.24819 (2026).

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance arXiv preprint arXiv:2603.24819 (2026)

Reference 21

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verified exact
arxiv_id, observed 2026-05-13T05:57:22.693326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:ebd91a5d63c563df0b5d8671d5e54ad8e76dbefe88b718152c249919ea264436

Observation e6a06d08-15e8-481a-86d2-767adc3569a3 · outbound

This paper cites Physics of Fluids , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Physics of Fluids , volume =

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.835551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:73149b1eca66945fa66ba36857be475df62bdcacb2665908375b458a1b40a7f3

Observation fe122af0-7c07-437d-8bae-ac77dc4d46d2 · outbound

This paper cites an unresolved cited work.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-13T09:47:34.798929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:8eefacda2d214dbf1ec0569045dfe7b9d8135915ea3d4ac332a1345dce0f2f6b

Observation 0e183054-f153-41c5-9b20-adccb945851d · outbound

This paper cites Finite Volume Physical Informed Neural Network (.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Finite Volume Physical Informed Neural Network (

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.800445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:dda766a4d066cdea59e75983367efe35fe1eb90e0cac1f9ce7f26c186f2b7f2c

Observation 40dc6a22-d500-4fd1-973e-ae1d5f83469a · outbound

This paper cites Knowledge-Based Systems , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Knowledge-Based Systems , volume =

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.802015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:283f066b51598becfd4c8bfbd3ad206513a83e81ae2e3cfb3ee841d4c2f1cd53

Observation 220776be-dd10-43a6-96c7-2019b866482a · outbound

This paper cites 2026 , doi =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance 2026 , doi =

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.805112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:44cec1e2fc4fca8e642cf6f42143025f743424f58a937b2b9a36df18b33bd754

Observation b197846d-efeb-4d01-971d-505d3c40ca5f · outbound

This paper cites Learning to solve.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Learning to solve

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.794431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:4d3b4b77dd80044840d61200d6d90cc6e92d6e343ff1afe2a44ce9dc12f6e940

Observation 46634ea5-0cc7-4b22-b3e8-e262934cde0f · outbound

This paper cites and Buhendwa, Aaron B.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance and Buhendwa, Aaron B

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.795931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:d3e08f43767ad5fede4e7f11653a2d422720948b579b93ef918f6fe019fefe4c

Observation ae9eb2e1-d7cd-4200-8237-bbb86d81d166 · outbound

This paper cites Data-Centric Engineering , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Data-Centric Engineering , volume =

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.797464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:0a70690f77514b5e0a7929c3f0484b004eebc34d9738d0dce14b1c076a38ca49

Observation 89bd97eb-cf4e-438d-8d3a-d81cb05dd959 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Advances in Neural Information Processing Systems , volume =

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.806669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:04e11b5d0f939cdf7ed49bff80a310b932767be38c3b7351be585a8f0515f9bb

Observation be1d0e10-c701-49f5-9d59-d71a3070ce39 · outbound

This paper cites Journal of Computational Physics , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Journal of Computational Physics , volume =

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.792915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:87ff4b08b649ee1bd896827d4c4b3e58c2b9fd47bcc28c2cb6216d48847985c2

Observation 35e82e45-eb8a-461c-bf43-6260672f7c72 · outbound

This paper cites Journal of Computational Physics , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Journal of Computational Physics , volume =

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.788307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:06f7ec350b55d5663509935667b3fc21b7ee3726bbf4071db3b6f90b36c25856

Observation c71a353c-e836-4161-90f8-9de5bb009648 · outbound

This paper cites an unresolved cited work.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-13T09:47:34.789779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:2cd543747437f636d0661c64e788d6e9e9cef73cbf49a02950c1c8d34a040cfb

Observation d86b2c9e-8771-4240-8880-650e295be540 · outbound

This paper cites 1997 , number =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance 1997 , number =

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.791296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:d178c4484afe4bf11edd260382a3d7c18ac5d7b4c703f7e2177c56788fcf8521

Observation 806f2fdd-c80e-4e96-bf4f-d8e5e867b17a · outbound

This paper cites an unresolved cited work.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-13T09:47:34.803554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:197b94a912e0795c028f775227c146f47d1e2a76b85f1a076b50ebdc7a9b9d54

Observation 9aa1255c-c2b3-4f84-a146-f2e238583294 · outbound

This paper cites an unresolved cited work.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-13T09:47:34.815481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:2a94d31907a7e40a3d780198915e71b1d20dd45efdd46efcb6720c2f7c56cc40

Observation 98916412-ba02-4309-82b5-696fc7ca97e6 · outbound

This paper cites Matematicheskii Sbornik , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Matematicheskii Sbornik , volume =

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.783189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:a46bc449e816a1d3f22e0bf2fd3c1b6a76c95bd31818f9736a0aede02624ffce

Observation b356e5f7-ddae-4ea8-abdb-3e2e45605b20 · outbound

This paper cites an unresolved cited work.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-05-13T09:47:34.838816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:1c745c146fa000ca9bdb31948b182e4b18af911b041e0d9b806822772b0b7dd1

Observation db402277-6baa-4064-8f96-e7ab2e5d2760 · outbound

This paper cites Journal of Hydraulic Engineering , year =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Journal of Hydraulic Engineering , year =

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.780017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:53e8705c7f371dcc57b7c34b4a4a0567ea5679230b14f5dfd0903f6732dcf137

Observation f1f3edcb-9324-4228-ad8d-4bf17c333830 · outbound

This paper cites Training Deep Nets with Sublinear Memory Cost.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Training Deep Nets with Sublinear Memory Cost

Reference 40

Resolution
metadata mismatch
local_arxiv, observed 2026-05-13T05:57:22.695808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:b570b2abdd8eeae7afc40147306ddaf1edd0f714fd642a8d2d51d1f3ba70d988

Observation 72fd30fa-2ae4-4109-9036-477ad84b29d9 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Advances in Neural Information Processing Systems , volume =

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.781675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:95726cf30864ece7c0366af34fdf67c557b4bc3537f0d25d87dd601880c8c9ac

Observation eeb1f812-ca5b-42ce-8ca9-e93f3d182948 · outbound

This paper cites and Lu, Peihuang and Nocedal, Jorge , journal =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance and Lu, Peihuang and Nocedal, Jorge , journal =

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.784960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:72c1369d5951a8426accaf0303e5e5ca1662235196efee5813dfb5d1fe901b7c

Observation 272a8d78-9373-406c-bab5-443d3a5e05eb · outbound

This paper cites Advances in Neural Information Processing Systems 34 (NeurIPS) , year =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Advances in Neural Information Processing Systems 34 (NeurIPS) , year =

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.786777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:737595c67ee1aad3b36f482157bc7eea2211c9b78c0999924262f163c9666c52

Observation 46ab2871-0d0b-4889-9f57-2dc7ea1470f0 · outbound

This paper cites Journal of Computational Physics , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Journal of Computational Physics , volume =

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.778453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:a15cece91c4a74df9edbb8f13f288ede1f49a3af349641d914666c882cf5d1e3

Observation b9ec3eac-e003-4e1a-91eb-922f5b6785d9 · outbound

This paper cites Computer Methods in Applied Mechanics and Engineering , volume =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Computer Methods in Applied Mechanics and Engineering , volume =

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-13T09:47:34.776788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:b108f6b96a6dd4f5fdddfd46286a0bfe66dc17e229cc31bd9a521aa46833865c

Observation c495d89f-f414-41e3-915a-32e1775e43ee · outbound

This paper cites an unresolved cited work.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-13T09:47:34.775001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:adce1d530b672b250c36e3e7ecf2586c41097408af97a4f27f7411f8d9e0ab0b

Observation 1c435553-575f-41aa-b5dd-24bbf242d6e8 · outbound

This paper cites arXiv preprint arXiv:2604.01968 , year =.

Finite Volume-Informed Neural Network Framework for 2D Shallow Water Equations: Rugged Loss Landscapes and the Importance of Data Guidance arXiv preprint arXiv:2604.01968 , year =

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-13T05:57:22.698401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-13T05:55:42.942098Z digest=sha256:5d0e2646b1b996e8242b3137810fbe5d12bc8a8d47f347cf4497a6162d1d1a8d

Pith citing papers

No inbound Pith citation observations are available.