Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T21:51:35.986625Z
Paper Citation Record · LEDGER
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow
As of 10 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 2 inbound Pith citation observations for arXiv:2508.07994.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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, observed 2026-08-05T12:18:00.221863Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T08:17:45.135741Z
Reference resolution
52 of 52 outbound references displayed
- verified exact3
- verified fuzzy23
- unresolved26
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d6d62566-8496-41f9-a062-fec2362b0963 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:47.817086Z
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 2a62bf32-80ba-4ebe-9a31-92da984af9ac · outbound
This paper cites Berrone, C.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Berrone, C
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:47.645942Z
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 d81d1f40-73cf-464c-b00e-24022d43d4d5 · outbound
This paper cites Berrone, C.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Berrone, C
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:47.513431Z
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 de11e403-5239-49a0-b405-beb940ac0a40 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:47.385782Z
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 51802f5a-3b45-4ef1-87b3-933ddb456ed7 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:47.170516Z
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 6564db20-1527-474a-9137-7d80d5455786 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:46.983908Z
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 bad617bc-7b4d-480a-b21d-19fd33401cc6 · outbound
This paper cites Cuomo, V.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Cuomo, V
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:46.807177Z
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 e39101ea-91e0-46f2-891f-ae6f05076296 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:46.620175Z
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 23aa7914-a410-45b1-ba8d-c0ce76bf9db4 · outbound
This paper cites De Ryck, A.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow De Ryck, A
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:46.416009Z
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 d79c5ce7-7546-4135-b2e3-63e0f9e43a2c · outbound
This paper cites De Ryck and S.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow De Ryck and S
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:46.275945Z
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 63fe1fea-dc5d-43de-bc69-d76c74f872e9 · outbound
This paper cites De Ryck and S.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow De Ryck and S
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:46.071741Z
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 2ff6f0b1-21be-4de3-be54-b0627c4eff42 · outbound
This paper cites Engel and R.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Engel and R
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:45.962637Z
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 432cfa6a-b60a-4d3a-a85f-90416830b5a5 · outbound
This paper cites Ernst and K.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Ernst and K
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:45.815812Z
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 b4b85771-8603-4d05-8db2-acb3525f7910 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:45.568622Z
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 13606524-96fd-433b-998b-2d369c55e5aa · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:45.427190Z
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 8b51dae4-f5b9-4193-9bb9-2c7f5ce98e82 · outbound
This paper cites Gagliardo.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Gagliardo
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:45.253140Z
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 7c0b640b-96a5-4b45-81d0-5fd78289d96e · outbound
This paper cites PINNs error estimates for nonlinear equations in $\mathbb{R}$-smooth Banach spaces.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow PINNs error estimates for nonlinear equations in $\mathbb{R}$-smooth Banach spaces
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T21:51:36.738843Z
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 f78b2001-b037-4138-94b9-36a048e912b0 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:45.113477Z
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 b0e25503-b830-4bdd-aef2-8dce6c5a3d74 · outbound
This paper cites Grohs and F.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Grohs and F
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:44.899141Z
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 6d48c2e2-a52a-405a-ae75-f088ceb2fc53 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:44.780686Z
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 be4bcd91-4247-470e-ba29-c3c28a4cbfee · outbound
This paper cites Haghighat, M.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Haghighat, M
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:44.592996Z
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 b2e4f4c9-0a5f-4c0c-95fe-53fee3b2518a · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:44.404073Z
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 349f8ba6-166b-4c2b-9633-48e22a684197 · outbound
This paper cites Hillebrecht and B.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Hillebrecht and B
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:44.194724Z
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 f051f91c-f175-4822-b441-74596e902861 · outbound
This paper cites Hillebrecht and B.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Hillebrecht and B
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:43.944937Z
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 89e09d34-73a8-4887-a71f-15454ff3b582 · outbound
This paper cites Ito and F.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Ito and F
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:43.726263Z
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 b4fc98fa-8cfd-4ae9-a7c5-8549fd306fae · outbound
This paper cites Jacob, R.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Jacob, R
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:43.518080Z
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 52b9195c-7f4f-490b-b638-a1ab4915dec3 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:43.309266Z
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 dbef24b6-9010-4ace-99c2-2e8977e5e341 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:43.077518Z
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 efb92552-e0bd-4e61-bbba-ec83fc06a1e8 · outbound
This paper cites Kast and J.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Kast and J
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:42.861713Z
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 eb07e9bc-524c-4ae4-b56a-e99b4a7a0d66 · outbound
This paper cites Variational Physics-Informed Neural Networks For Solving Partial Differential Equations.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Variational Physics-Informed Neural Networks For Solving Partial Differential Equations
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:51:34.292575Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a0488e1-1304-4834-987b-28d3553209c5 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:42.691944Z
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 d864e884-a9c4-4f9b-be5d-a2da3ad3b52e · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:42.544767Z
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 d7ccad8d-c73c-4bb3-b736-13c010066e75 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:42.306732Z
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 eb8b303d-cc6b-473d-b030-8b149247d043 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:42.105429Z
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 1aad1f69-7767-48c9-bef0-9b45590f4324 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:41.887604Z
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 422846fb-af1a-4320-a937-a9a3553b38cd · outbound
This paper cites Trace and extension theorems for functions of bounded variation.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Trace and extension theorems for functions of bounded variation
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T21:51:36.496025Z
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 dd773188-24ff-4308-85c9-4a5b10db1e8a · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:41.662802Z
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 dbe3dc45-cb97-4b78-a5a5-f1ed3591df41 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 38
- Resolution
- verified exact
- raw_fallback, observed 2026-08-05T21:51:36.313693Z
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 4ff03801-9ec4-468d-a07d-c5bdd9d61233 · outbound
This paper cites Mojgani, M.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Mojgani, M
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:41.404738Z
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 fbd0ee47-0cb7-4333-8eb4-f2051651667c · outbound
This paper cites Moler and C.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Moler and C
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:41.185990Z
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 678bc2bc-8d44-4f63-8b50-cbefa4244cb1 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:40.946936Z
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 485a3c70-4cde-4dc5-b041-2d312f3a8e6e · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:40.716873Z
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 78745fa0-b6cd-4492-9f49-82570958e662 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:40.453550Z
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 d663df46-52f7-4dc9-baa8-178e0355797b · outbound
This paper cites Radin, S.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Radin, S
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:40.157671Z
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 6271b331-0b5d-4525-ad59-c5595d92ab1b · outbound
This paper cites Raissi, P.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Raissi, P
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:39.853432Z
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 4ecc89ab-0678-4015-b8e6-5a4cbc0852aa · outbound
This paper cites Rojas, P.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Rojas, P
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:39.409331Z
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 6201526a-f935-4fba-a116-cb0f13876e30 · outbound
This paper cites Schäfer, S.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Schäfer, S
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:39.022624Z
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 2c27fc11-7bfc-4195-ab7c-4f17140f3a18 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:38.610164Z
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 f22461f9-b663-473c-bd5f-e3a4ea437cc8 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:38.277307Z
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 af60d29a-6da5-4565-b825-59e089f32486 · outbound
This paper cites Seifert, S.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Seifert, S
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T21:51:37.918694Z
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 2f19ae0d-2141-4acc-b8f9-2b1ff8ab767c · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:37.630686Z
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 9607a1b3-1d99-40de-8637-5684fb698697 · outbound
This paper cites an unresolved cited work.
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T21:51:37.157282Z
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.
Pith citing papers
Observation bbe0813b-8bd6-4ffc-b576-75bd604855cc · inbound
A Hybrid Framework for Healing Semigroups with Machine Learning cites this paper.
A Hybrid Framework for Healing Semigroups with Machine Learning Prediction error certification for PINNs: Theory, computation, and application to Stokes flow
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:18:00.221863Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d137cf87-d1a8-4414-8d1a-6300e011de2d · inbound
Reliable Error Estimation for PINNs: Lower and Upper A Posteriori Bounds cites this paper.
Reliable Error Estimation for PINNs: Lower and Upper A Posteriori Bounds Prediction error certification for PINNs: Theory, computation, and application to Stokes flow
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T08:17:45.137434Z
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.