Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:05:38.111211Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2508.02537.
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 2026-08-06T05:05:38.111211Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 410d3dec-ca9c-4269-b16c-542120b67c57 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Perdikaris, and G.E
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9601d2a2-30e6-4a88-b661-5821f5b1640e · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Journal of Machine Learning Research, 2018
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c0564eb4-95fe-4d1e-9840-4d67f1b5c44a · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Nature Reviews Physics, 2021
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4a7ff47e-60a5-459b-adb1-b91e5de67053 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Yazdani, and G.E
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 12ab0ca4-fb5d-40d4-ac71-2bfe9d461a27 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Computer Methods in Applied Mechanics and Engineering, 2023
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1cf552d7-f064-454a-b68a-507243c4f42b · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Inverse Problems, 2023
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3dc0457c-8a8b-49bb-b0be-91d24a37d175 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs SIAM Journal on Scientific Computing, 2021
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a69ea2fb-5254-449f-80ab-51e0edcdaa99 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Sengupta, and M
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 818f9e25-b43b-4399-88b5-c96d1a03f530 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Journal of Scientific Computing, 2022
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d03a8980-10e7-4197-9206-053edf9ab184 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3341bd4c-e773-43ce-9d16-5dbab04573ee · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Advances in neural information processing systems, 2020
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3bfd3439-454c-40e8-bddb-e92a625a3ec6 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Wang, and P
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 280b5803-d025-4835-acb9-fdc553bb909d · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9cef8a63-5b22-4f65-9f8c-82c4f040d72c · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a2c95b56-4124-4a53-af3d-a686b3396ce2 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Sun, and J.-X
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 58941bab-4951-46ff-88d1-5bc46472f92c · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Nature Computational Science, 2024
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bc752d1d-c23d-420b-981a-8329febc6c11 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Journal of Machine Learning Research, 2023
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e5fed89-8167-446c-82de-1fa1848d9c5b · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d87b0994-0f9c-4447-80c7-39b0007581df · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Suh, and J.B
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7902fe7f-a2b2-4689-acee-072b675f1b43 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Blood vessel segmentation and centerline tracking using local structure analysis
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 179cd145-10d3-49f7-842d-83a3fd9a55b8 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a0b6c929-eb27-4387-94fd-007c1c618fb9 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Teng, and P
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 073be5cf-b845-49a9-a995-32f8190567ee · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Yu, and P
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e8649db-18a8-4ddb-b7be-0ae4d4a46390 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Computer Methods in Applied Mechanics and Engineering, 2023
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a087b42-613a-4900-ab3f-2903b9d38b0e · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd40b3d3-49d1-49c8-8c8b-b311a4bb0978 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1417083b-4d36-4807-a8f1-a7321285017d · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Communications in Mathematics and Statistics, 2023
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d78635a8-af79-42b8-bce0-c19e8ab132d9 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Chen, and W
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1ab0de16-8b1f-435d-8129-144aa98a28d4 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Wang, and F
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3cc2aa2b-41d2-408c-9b3e-2d2007050592 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Wang, and F
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e3d6c14e-3c8d-4af0-b43d-4197a1d66909 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Neural Computing and Applications, 2024
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ea8b0fe-a8f0-440d-be2a-e2662a744c3f · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Wang, and F
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a332a4cd-1a5e-465a-937a-7606f5492be4 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Journal of Computational Physics, 2025: p
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3fb75e42-d31c-45ef-a256-e3a569dc01dd · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 857736cc-5b29-41c4-8f87-bed986883fe1 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fac1bb8d-45ac-4efc-95be-e73be55ca824 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Advances in neural information processing systems, 2021
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0015f45b-0abc-4372-8876-727cb9be54de · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Advances in Neural Information Processing Systems, 2022
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ef181101-65c5-429c-8b44-244ccf992d97 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Gradient descent only converges to minimizers
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3bc79164-3f3a-4226-98b8-76eabb7fe04e · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Neurocomputing, 2022
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8611b5dc-5432-4293-ab33-d46936ac0576 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Computer Methods in Applied Mechanics and Engineering, 2024
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 49e3a519-3361-45a2-95af-1d46f44bb29e · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Journal of Biomechanics, 2025
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a26770e1-60b7-4bac-9cc4-2d2c64553654 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Heart, Lung and Circulation,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ea40d476-8624-4b1e-a974-84eb8f85e952 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Frontiers in Bioengineering and Biotechnology, 2024
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 875eafc9-276d-47da-9b8c-65391835b3be · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Surgical and Radiologic Anatomy, 2023
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b05c976-bf7e-472f-99b9-e041d341bf57 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs JACC: cardiovascular imaging, 2016
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b19c0499-5502-47c9-b15b-754e5e934ec8 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs An Expert's Guide to Training Physics-informed Neural Networks
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff90c9bc-0e29-4998-96a1-00f45643c871 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Computer Methods in Applied Mechanics and Engineering, 2025
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 32b8db30-e360-4fa0-9898-efc3917ecfcc · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Fourier Neural Operator for Parametric Partial Differential Equations
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 754be1e4-89af-4226-a21d-b49503c79682 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Nature machine intelligence, 2021
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 15db87b0-8b47-48b0-b100-c9777cd33d56 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7748165-9e71-49b9-af25-d0e65193af8b · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs ACM/JMS Journal of Data Science, 2024
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 888dad31-c0fe-4a06-860f-345561a6def8 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs IEEE transactions on neural networks and learning systems, 2020
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 037d74ab-7950-414c-9978-bd566d59599f · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs Physics-Informed Neural Networks with Complementary Soft and Hard Constraints for Solving Complex Boundary Navier-Stokes Equations
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 218b264e-aa35-4238-8adc-1d6461f26e2b · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs The definitions of these loss terms are given in Eqs
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b902d08-1ce1-4218-bb25-926c5184e4f6 · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs This metric reflects the relative influence of each loss term on parameter updates
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 47262b24-8d13-404f-a852-e2a842c40aae · outbound
Solved in Unit Domain: JacobiNet for Differentiable Coordinate-Transformed PINNs The performance of PINNs across domains is shown in Fig
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.