Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T12:13:43.101709Z
Paper Citation Record · LEDGER
As of 9 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T12:13:43.101709Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1792e0d2-c3d7-4bc0-82dd-3a2b1b0e9a7a · outbound
Reference 1
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 8bf8acce-3d18-478c-9b85-3131023a0f3a · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Research, Flood Forecasting - Google Research (2023)
Reference 2
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 fccd72e9-8371-48e9-9ad2-1000d8a8fe02 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 610e62a2-7d84-4024-b3b7-8c0950d82ec1 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 5
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 53c9b983-205a-4f1c-8019-c6dfe44e2619 · outbound
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff57d857-5ff2-48d0-8831-e9bb823637b6 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 421019cc-268f-4166-a978-c09414378443 · outbound
Reference 9
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 32bac03d-99a0-456a-a05b-24e8be173555 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 10
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 b4b33c47-7b4e-4010-92bd-0583c2fb5c41 · outbound
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe47e292-be2a-4e57-9134-9ea0cb10f488 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 12
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 60864a08-133a-49f6-9164-3b210a88f511 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a34009e-52ba-4a76-9bc7-51417916dfca · outbound
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
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 fbfe2b72-088d-44c8-a5aa-665b5746d09f · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f595639-393a-44cd-894e-a246a835d149 · outbound
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8e42fcf-5f43-46ee-8601-d3d72d50cc94 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9779caf0-3e83-4203-a696-f52f4de1804c · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 18
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 e55febe4-2b1a-4687-8384-da03759e3a72 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 19
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 e3c9c215-c722-4f4d-ac06-7d8d32c58dd9 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Masclans, F
Reference 20
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 52dfe394-333e-47f8-b25a-e23facfe4672 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 21
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 a0c6daf7-7065-4202-af2d-9895fa870133 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Donnelly, A
Reference 22
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 041a977c-3533-4240-b74f-eb55d54d34e5 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 23
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 77bbfba4-f600-4e12-bf98-a3cac6a17354 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 24
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 cc4d2f75-e5bb-4508-ac0c-3592c339d8f2 · outbound
Reference 25
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 3f0f0529-0180-4619-90a3-2fa2f8a3c82b · outbound
Reference 26
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 ff071f22-3032-49f5-834c-a42843b14793 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 27
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 3eb75477-cc49-48c7-8118-b04bf4c70212 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b817eb58-b8fa-4e01-8fa5-91aeba336f15 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 29
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 1482d1ce-374a-4c1d-a4ed-d2d3c1fd6822 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb5822f6-06c0-49df-a00c-eb91d4e5f1ed · outbound
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 164601d9-6336-4e1d-8dca-a4c8712395e0 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efd74cc8-f63e-4c80-b568-f1c4711556d6 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab9ddc77-1b48-48f4-a20b-65b0d0b64777 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 34
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 ea1247a5-8f18-48d9-bcdd-3e80aa6d772e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ce5f6ff-29f6-4cea-b004-17d262f27c78 · outbound
Reference 36
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 d68331c5-8f9b-4fa6-b00a-3f7699877618 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5921c19-3521-4e0d-84e9-f982ed7eab30 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2c7e2dc-73c8-44ca-8e82-8b7df54429b7 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 388f7461-25ff-4f04-924f-dcadbef54524 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 40
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 0245e685-2487-4905-ad04-8ca5fbb9295d · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 41
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 8694ac2a-eb9c-4682-bba4-944e5b1d094f · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 42
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 9867a9a4-2154-42e7-b8fc-b957677074e1 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1aa4184-dba1-4d51-9893-675c6a8499f4 · outbound
Reference 44
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 274580af-ff2a-4ce3-83b8-15ddfcad0636 · outbound
Reference 45
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 c069c3fd-dbd7-4ade-90e2-9a67ad8fe3b6 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 46
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 b397c5e7-af96-4dcd-8ca6-cc20ac26db4d · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a94c55f2-2f4f-4451-925a-ce9e3ba68dbd · outbound
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
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 bc8c9cc1-24d2-434e-85ba-a4978853f632 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 49
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 ea445903-2639-4e4c-aa06-8afd398ced74 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 50
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 6610ecf2-8246-4a59-8f3f-998a87b14c65 · outbound
Reference 51
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 11bedf12-aa01-444a-85b0-e456eb26ea62 · outbound
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42977c9d-a601-4171-bbb2-f610b998dd91 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72b71d38-7c56-4972-8608-e8f391ad3436 · outbound
Reference 54
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 247e8414-3ba3-4567-8f92-6db6647ac201 · outbound
Reference 55
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 d2a8e22e-843b-4091-95b6-d77293f005cd · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86d00381-3f3c-444e-ae8d-03f80822dfb7 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach SOAP: Improving and Stabilizing Shampoo using Adam
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d785e1ce-7de5-482d-b87d-3be8c310e130 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Bradbury, R
Reference 58
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 43269ac8-301d-401b-b12d-44aedae0f4a0 · outbound
Reference 59
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 8c99de3a-2360-499d-b375-90bdf09876c2 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de42207c-1b9f-4e0d-8233-106bd0c514a4 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 61
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 43a13309-e9b6-4399-83e3-b77cd88ba04a · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 62
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 7dca32b5-9202-4110-843c-927033692682 · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Virtanen, R
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d995e08b-9dd9-477f-86dc-1b53a8a481fa · outbound
Physics-informed neural networks for solving moving interface flow problems using the level set approach Unresolved cited work
Reference 64
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 5d83847e-8c34-4ff4-bbc2-1de5ffb4c237 · outbound
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
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.
No inbound Pith citation observations are available.