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Paper Citation Record · LEDGER

Physics-informed neural networks for solving moving interface flow problems using the level set approach

As of 10 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2502.02440.

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

pith.paper-citation-record.v1
2502.02440 v2

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T12:13:43.101709Z

measured 63 of 63 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

63 of 63 outbound references displayed

  • verified exact29
  • verified fuzzy5
  • unresolved26
  • parse uncertain0
  • malformed identifier2
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1792e0d2-c3d7-4bc0-82dd-3a2b1b0e9a7a · outbound

This paper cites Cheng, M.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Cheng, M

Reference 1

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Observation 8bf8acce-3d18-478c-9b85-3131023a0f3a · outbound

This paper cites Research, Flood Forecasting - Google Research (2023).

Physics-informed neural networks for solving moving interface flow problems using the level set approach Research, Flood Forecasting - Google Research (2023)

Reference 2

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Observation fccd72e9-8371-48e9-9ad2-1000d8a8fe02 · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 3

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Observation 610e62a2-7d84-4024-b3b7-8c0950d82ec1 · outbound

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 5

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Observation 53c9b983-205a-4f1c-8019-c6dfe44e2619 · outbound

This paper cites Malladi, J.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Malladi, J

Reference 7

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Observation ff57d857-5ff2-48d0-8831-e9bb823637b6 · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 8

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Observation 421019cc-268f-4166-a978-c09414378443 · outbound

This paper cites Gomes, O.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Gomes, O

Reference 9

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Observation 32bac03d-99a0-456a-a05b-24e8be173555 · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 10

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Observation b4b33c47-7b4e-4010-92bd-0583c2fb5c41 · outbound

This paper cites Raissi, P.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Raissi, P

Reference 11

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Observation fe47e292-be2a-4e57-9134-9ea0cb10f488 · outbound

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 12

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Observation 60864a08-133a-49f6-9164-3b210a88f511 · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 13

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Observation 5a34009e-52ba-4a76-9bc7-51417916dfca · outbound

This paper cites A physics-informed variational DeepONet for predicting the crack path in brittle materials.

Physics-informed neural networks for solving moving interface flow problems using the level set approach A physics-informed variational DeepONet for predicting the crack path in brittle materials

Reference 14

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This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 15

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Observation 1f595639-393a-44cd-894e-a246a835d149 · outbound

This paper cites Salvati, A.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Salvati, A

Reference 16

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 17

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 18

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Observation e55febe4-2b1a-4687-8384-da03759e3a72 · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 19

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Observation e3c9c215-c722-4f4d-ac06-7d8d32c58dd9 · outbound

This paper cites Masclans, F.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Masclans, F

Reference 20

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Observation 52dfe394-333e-47f8-b25a-e23facfe4672 · outbound

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 21

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Observation a0c6daf7-7065-4202-af2d-9895fa870133 · outbound

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Donnelly, A

Reference 22

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 23

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Observation 77bbfba4-f600-4e12-bf98-a3cac6a17354 · outbound

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 24

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Observation cc4d2f75-e5bb-4508-ac0c-3592c339d8f2 · outbound

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Kamil, A

Reference 25

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Rahaman, A

Reference 26

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 27

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 29

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This paper cites Respecting causality is all you need for training physics-informed neural networks.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Respecting causality is all you need for training physics-informed neural networks

Reference 30

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Tancik, P

Reference 31

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This paper cites Random Weight Factorization Improves the Training of Continuous Neural Representations.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Random Weight Factorization Improves the Training of Continuous Neural Representations

Reference 32

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling

Reference 33

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 34

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Physics-informed neural networks for solving moving interface flow problems using the level set approach GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks

Reference 35

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Bengio, J

Reference 36

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Characterizing possible failure modes in physics-informed neural networks

Reference 37

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Physics-informed neural networks for solving moving interface flow problems using the level set approach An Expert's Guide to Training Physics-informed Neural Networks

Reference 38

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Observation b2c7e2dc-73c8-44ca-8e82-8b7df54429b7 · outbound

This paper cites PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks.

Physics-informed neural networks for solving moving interface flow problems using the level set approach PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks

Reference 39

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Observation 388f7461-25ff-4f04-924f-dcadbef54524 · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 40

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Observation 0245e685-2487-4905-ad04-8ca5fbb9295d · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 41

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Observation 8694ac2a-eb9c-4682-bba4-944e5b1d094f · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 42

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

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Observation 9867a9a4-2154-42e7-b8fc-b957677074e1 · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 43

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Observation a1aa4184-dba1-4d51-9893-675c6a8499f4 · outbound

This paper cites Sussman, P.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Sussman, P

Reference 44

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Observation 274580af-ff2a-4ce3-83b8-15ddfcad0636 · outbound

This paper cites Fahsi, A.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Fahsi, A

Reference 45

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Observation c069c3fd-dbd7-4ade-90e2-9a67ad8fe3b6 · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 46

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

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Observation b397c5e7-af96-4dcd-8ca6-cc20ac26db4d · outbound

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 47

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Observation a94c55f2-2f4f-4451-925a-ce9e3ba68dbd · outbound

This paper cites Sethian, Theory, algorithms, and applications of level set methods for propagating interfaces, Acta Numerica 5 (1996) 309–395.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Sethian, Theory, algorithms, and applications of level set methods for propagating interfaces, Acta Numerica 5 (1996) 309–395

Reference 48

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Observation bc8c9cc1-24d2-434e-85ba-a4978853f632 · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 49

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

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Observation ea445903-2639-4e4c-aa06-8afd398ced74 · outbound

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 50

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Observation 6610ecf2-8246-4a59-8f3f-998a87b14c65 · outbound

This paper cites Olsson, G.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Olsson, G

Reference 51

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Observation 11bedf12-aa01-444a-85b0-e456eb26ea62 · outbound

This paper cites Olsson, G.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Olsson, G

Reference 52

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 42977c9d-a601-4171-bbb2-f610b998dd91 · outbound

This paper cites A unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions.

Physics-informed neural networks for solving moving interface flow problems using the level set approach A unified scalable framework for causal sweeping strategies for Physics-Informed Neural Networks (PINNs) and their temporal decompositions

Reference 53

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Observation 72b71d38-7c56-4972-8608-e8f391ad3436 · outbound

This paper cites Glorot, Y.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Glorot, Y

Reference 54

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Observation 247e8414-3ba3-4567-8f92-6db6647ac201 · outbound

This paper cites Mattey, S.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Mattey, S

Reference 55

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Observation d2a8e22e-843b-4091-95b6-d77293f005cd · outbound

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 56

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Observation 86d00381-3f3c-444e-ae8d-03f80822dfb7 · outbound

This paper cites SOAP: Improving and Stabilizing Shampoo using Adam.

Physics-informed neural networks for solving moving interface flow problems using the level set approach SOAP: Improving and Stabilizing Shampoo using Adam

Reference 57

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Observation d785e1ce-7de5-482d-b87d-3be8c310e130 · outbound

This paper cites Bradbury, R.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Bradbury, R

Reference 58

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Observation 43269ac8-301d-401b-b12d-44aedae0f4a0 · outbound

This paper cites Biewald, C.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Biewald, C

Reference 59

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

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Observation 8c99de3a-2360-499d-b375-90bdf09876c2 · outbound

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Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 60

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Observation de42207c-1b9f-4e0d-8233-106bd0c514a4 · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 61

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Observation 43a13309-e9b6-4399-83e3-b77cd88ba04a · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 62

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arxiv_id_nonexistent, observed 2026-08-09T12:13:44.241118Z

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

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Observation 7dca32b5-9202-4110-843c-927033692682 · outbound

This paper cites Virtanen, R.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Virtanen, R

Reference 63

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T12:13:43.091191Z digest=sha256:bce3b3f6c6a82719cf387da98ed8c1653feeb0d4881cdcd4dab17d605a7df14a

Observation d995e08b-9dd9-477f-86dc-1b53a8a481fa · outbound

This paper cites an unresolved cited work.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work

Reference 64

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

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Observation 5d83847e-8c34-4ff4-bbc2-1de5ffb4c237 · outbound

This paper cites Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points.

Physics-informed neural networks for solving moving interface flow problems using the level set approach Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points

Reference 65

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local_arxiv, observed 2026-08-09T12:13:44.076518Z

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

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Pith citing papers

No inbound Pith citation observations are available.