Pith. sign in

Paper Citation Record · LEDGER

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations

As of 19 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.12766.

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

pith.paper-citation-record.v1
2507.12766 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:47:35.607059Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

33 of 33 outbound references displayed

  • verified exact2
  • verified fuzzy8
  • unresolved23
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f57d284-4e75-4565-b305-cef22f79bd55 · outbound

This paper cites Yserentant, Sparse grid spaces for the numerical solu tion of the electronic schr¨ odinger equation, Numer.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Yserentant, Sparse grid spaces for the numerical solu tion of the electronic schr¨ odinger equation, Numer

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:47:35.829111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.534027Z digest=sha256:f34dbbb22f96b245bcacb2f086c7c3427e54db9b3d1553c85abae2ba55d32ccc

Observation 1abd070d-82cf-4a37-b773-fa03f8e12f74 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.823378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.536664Z digest=sha256:a7c5fa75f0a0a04a69f52a127450114d2fbf3045259fc9318d2246811d98faa2

Observation dda7ae2f-fd98-4fd9-ba7e-291f8ad05102 · outbound

This paper cites Ehrhardt, R.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Ehrhardt, R

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:47:35.816157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.538972Z digest=sha256:9f68e94da9d6c5c4efd9a727abc8035f6a5a12e33b8f2612e22e145124bd8679

Observation b5b96b26-128f-46b3-b93e-85a8cbcb3309 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.810821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.541366Z digest=sha256:15aea4c9955ddcc7648781b91982b54c60b5b03d2fc4539ddd4c40798749b9a9

Observation 79cd5782-0d36-448d-9042-97d66e3166fc · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.805018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.544655Z digest=sha256:85c301c1a9055ca0fa70f65371c6b17938407a6eddab35777731adf51e216119

Observation eb9c51a0-e8d0-4629-a9e8-cba6f746faf2 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.799421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.547886Z digest=sha256:83eae032b7c058cf40478e29b4c5cb2c4b70f7d03af4e69d5c20b6f1078af260

Observation 87d09102-2d4a-4b64-b455-2c464cc39483 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.793615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.550036Z digest=sha256:6609d5b4501d403c68a367c9ae80f87b3f8e8d91fdfcd39227c2cb5c42b80236

Observation eba60922-5c80-4f7b-b7d7-260fe96f2660 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.787447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.552879Z digest=sha256:72971069297aa489e1b704fc90da88b289f5dca60affdd9274f9d51900c44b1d

Observation 49483fc7-ebde-4e35-997b-1badcca06903 · outbound

This paper cites Raissi, P.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Raissi, P

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:47:35.781705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.554984Z digest=sha256:9a4dfc09b14e5c93339f3fb562cbf25f636d4ea8d02e53fcb2f8fe7f85540fc4

Observation 59b83bd9-c397-487b-92ec-5ab2b0854372 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.776107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.556979Z digest=sha256:e5e492a18bc5e7e8878596ed6921c9df1b309ba53100aec531a05f6581e2c730

Observation 3c9f26d1-0bb6-48ee-ab85-8754f7da1a20 · outbound

This paper cites Yu, The deep Ritz method: a deep learning-based numer ical algorithm for solving variational problems, Commun.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Yu, The deep Ritz method: a deep learning-based numer ical algorithm for solving variational problems, Commun

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:47:35.770684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.558972Z digest=sha256:9d090b92959dbf9fba826b54ba1931da6186f530740a104451c87f60384d561d

Observation 9f3e9da6-5b59-47cb-802a-8f7a9ad6bf09 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.765244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.561543Z digest=sha256:8a586af5f2cfebe840c76f9f9cb6a3ed0dec7cb266d7264dfb58537818c255b4

Observation 1b6c3862-abdb-4dac-b33e-98d8204d97ae · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.759627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.563486Z digest=sha256:726db6f11348a43c46e91009f376c009f25d243d9db0c344054cb15b99d87ed5

Observation 6c4d2017-9626-4b96-aef3-debb847f4696 · outbound

This paper cites WANCO: Weak Adversarial Networks for Constrained Optimization problems.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations WANCO: Weak Adversarial Networks for Constrained Optimization problems

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:47:35.655031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.565282Z digest=sha256:048873c6dee891945c9531aa19039bdc57e59d48b33b98a9093722b6258e8c5b

Observation a53e7c6c-8139-4473-8062-27a7d877d2d8 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.754249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.567533Z digest=sha256:f2dd4f4b9b775df1a95017d1f3691e69c54d19b2e7ea978b7d2373ef04b66ea4

Observation c7f27bee-c60e-49dc-b75c-2da3f20b51f2 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.748790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.569358Z digest=sha256:5c85f143b5a22334e7bf096c01adae4b9e1360d5a3dcdfb3bf4f2c6fe1f77e8f

Observation b673d044-82ed-4160-b2e6-83fd1220e418 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.742129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.573434Z digest=sha256:dcb436d3a6806ef0c34e0001075e0e39a9f07d817471b7cd2d88c896b0d34bc1

Observation 5ead70e5-c7d5-4d47-bbd9-8a90aadde714 · outbound

This paper cites R¨ ognvaldsson, On langevin updating in multilayer p erceptrons, Neural Comput.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations R¨ ognvaldsson, On langevin updating in multilayer p erceptrons, Neural Comput

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:47:35.736692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.575103Z digest=sha256:13fbc09f10fe5623d4c937c4e119f43d892885c7999663f496d7eb08d52053bf

Observation 1ce1c984-688a-4517-b879-c911986df5ff · outbound

This paper cites Erhan, P.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Erhan, P

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:47:35.728452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.576981Z digest=sha256:41588abe17fce000f53181e18989957fee84a857ccb27dcbcb89700de3091e91

Observation 3fc01543-9315-475f-8120-16d23be87cf7 · outbound

This paper cites Deep Learning Optimization Using Self-Adaptive Weighted Auxiliary Variables.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Deep Learning Optimization Using Self-Adaptive Weighted Auxiliary Variables

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T16:47:35.579415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:47:35.579415Z digest=sha256:17016021d130a4c16b65d94485c38b8ac60d0e1ecd40a92762e3ffd1d7e54d41

Observation d6a3a215-408a-4c7c-b5d9-47c70670e08b · outbound

This paper cites Zhang, Z.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Zhang, Z

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:47:35.722404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.582068Z digest=sha256:4df328f129b92bc2a84d611961c6f117c1e08628752ba1dfda0ab5e7a47dca09

Observation 963f1967-e379-4b25-aac6-62f74799145e · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.717184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.583954Z digest=sha256:0cd56ffae12f80bf570e6024626d701f33bf0bbb4408218ed5e9e84638fcfc84

Observation a3f9c526-d2e0-488f-8a1b-75998cf80e24 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.710845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.586486Z digest=sha256:3c99d618a0d0b3ab1a3e3c231218b17ff5500955db56a39bcccf352bfd0ea3fe

Observation 3a1cada3-2475-4069-9e02-d710ee9de824 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.705406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.588695Z digest=sha256:53173cbe8b69257ea1fe71095335bfe9fc1ce28e99b007a257a28425a48332d8

Observation ad18614d-5360-4c5e-be40-1a9e97f0b7bd · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.699448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.590614Z digest=sha256:b25db2a8e6fe74f25f4753fb0f99b27ca799b24d89106648265423ad7e1486e2

Observation d6eac249-9bf8-4c8b-a348-ee288e965055 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.693385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.592616Z digest=sha256:f1fb3fff6a372c0f3f5ede37dbf9095202fec1220d0f0fd652ec9bdede5802d5

Observation 765d6343-4ed7-4a7c-a065-18b5cf480c92 · outbound

This paper cites Caragea, P.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Caragea, P

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:47:35.687229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.595407Z digest=sha256:45584ff29e36528ffb586f641b6237cb1a6a23ed027c410a8f9ae9edd772b824

Observation 104c9434-e699-459d-81b3-0194ec915ab1 · outbound

This paper cites Towards a Mathematical Understanding of Neural Network-Based Machine Learning: what we know and what we don't.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Towards a Mathematical Understanding of Neural Network-Based Machine Learning: what we know and what we don't

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:47:35.631304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.597465Z digest=sha256:7b54e3421053c1c6643f07371c94b63ccbeea24eb4805b94a8d1d19f4c4e101a

Observation 98935d68-32c2-4553-be91-0dd84427edd1 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.680249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.601394Z digest=sha256:1d3d3ca7ea09f84cdd051e56928f4f0573b4d71ba7e8bf2c7be2bb5e37b512af

Observation c033d079-bc85-4189-8aaa-c87fc5bf204d · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.673406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.603306Z digest=sha256:0567fe93ac206b4ff5c98946bc7aaf5c65c3a0fdd5c630839313ee47a5d9e354

Observation f20f284a-c56c-48bb-90d6-8479594d9570 · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.667516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.605116Z digest=sha256:acb183b15b9d08044ee51d1cea5dabb950e1ff6056a95807ba93e20f945f9201

Observation 5fb45c22-e857-43ed-a4ca-b5df5123a63a · outbound

This paper cites an unresolved cited work.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:47:35.661269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T16:47:35.607059Z digest=sha256:f1d565ffb4a6dc0b26070b5aaf5478460442400e9470454cd3d857da3eeafd16

Observation 762840bb-80ed-4dc9-96e6-867398ea3e0e · outbound

This paper cites Two-Layer Neural Networks for Partial Differential Equations: Optimization and Generalization Theory.

Layer Separation Deep Learning Model with Auxiliary Variables for Partial Differential Equations Two-Layer Neural Networks for Partial Differential Equations: Optimization and Generalization Theory

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-06T16:47:35.571344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:47:35.571344Z digest=sha256:d8e5a75cf7f4b9d7c99076a407e8cfb0e189139a1485e43aebc59ce2a8be4dc5

Pith citing papers

No inbound Pith citation observations are available.