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Paper Citation Record · LEDGER

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations

As of 13 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2412.08650.

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

pith.paper-citation-record.v1
2412.08650 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:15:38.952890Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

21 of 21 outbound references displayed

  • verified exact0
  • verified fuzzy14
  • unresolved7
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 67f6594c-46e7-49f3-856b-e2ee59afffb5 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations , " * write output.state after.block = add.period write newline

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.860158Z digest=sha256:372b2634abd2d7e297bc04d28db1bd84b7c0c002841fdacd5d1d103a6e31af7f

Observation 2a52d65f-ad3a-4315-9664-185a66894834 · outbound

This paper cites write newline.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations write newline

Reference 2

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.865631Z digest=sha256:8969c256f2d85f1e2ba5f790883f268b733a0eb67a1b2b1a983cd83e8c2a1d9c

Observation 431559da-a62e-4dd1-9a8f-c33b5a341fba · outbound

This paper cites Capacitive Sensors: Design and Applications.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Capacitive Sensors: Design and Applications

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 1ff713c0-0ac5-4067-acf2-bc05d199c978 · outbound

This paper cites Enforcing Dirichlet boundary conditions in physics-informed neural networks and variational physics-informed neural networks.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Enforcing Dirichlet boundary conditions in physics-informed neural networks and variational physics-informed neural networks

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.876143Z digest=sha256:39656abbfe0e197bd7e334ab01ff24adb0ac4199679f96b32d53be1bc5526c2f

Observation 1c23e5c2-f958-4521-8a7a-f2ec88630828 · outbound

This paper cites Temperature influence on capacitive sensor structures.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Temperature influence on capacitive sensor structures

Reference 5

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.882490Z digest=sha256:dff99c19aa910c4a74109d50662d9340af530b16fa7c433bb85cf0add084654e

Observation cab9fc79-0af0-4760-8930-3d341b0b403c · outbound

This paper cites Softadapt: Techniques for adaptive loss weighting of neural networks with multi-part loss functions.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Softadapt: Techniques for adaptive loss weighting of neural networks with multi-part loss functions

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.890393Z digest=sha256:a2965224f6914b3b7b3c477ec4847326591bb05d549d12f7be1816f3f19afbf4

Observation b554cf5c-1ec9-4c52-b62c-4c69c3a65c98 · outbound

This paper cites and Psaltis D., 2022.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations and Psaltis D., 2022

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.895599Z digest=sha256:12d9f5eb196cf4dd8373db2e8ff2a426cb1cfae942a31e6819875e8853487f9d

Observation 081d614e-10aa-4b2f-9406-3b77fe896c55 · outbound

This paper cites A combined data-driven and physics-driven method for steady heat conduction prediction using deep convolutional neural networks.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations A combined data-driven and physics-driven method for steady heat conduction prediction using deep convolutional neural networks

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:15:39.142899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.900633Z digest=sha256:8f60a5c50cd4b0fb1266c59670c82841164cdb4a6582f78a86b982085b643685

Observation d64ca604-f5e8-407b-97b7-4399ec5649f9 · outbound

This paper cites Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:15:39.133080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.905262Z digest=sha256:6fd7ba12f34835aeba72b3f37098024f894753629a938dcf0f41daac07d6811e

Observation d920a37f-cbb5-4d7a-b9fb-b3ac732898ef · outbound

This paper cites T., 2023.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations T., 2023

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-12T14:15:39.122616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.909264Z digest=sha256:62f72cba7b1772ede69718fda03d92b41f49428bde78ce63f46ce2017f447427

Observation 545b4f08-2286-441f-a1e2-71740ce23d9a · outbound

This paper cites A Maxwell's Equations Based Deep Learning Method for Time Domain Electromagnetic Simulations.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations A Maxwell's Equations Based Deep Learning Method for Time Domain Electromagnetic Simulations

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-12T14:15:39.111355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.913065Z digest=sha256:b55a45067c43ee15eef3855a83ec22ab43064ce8b8711b61d33599bba2aec01e

Observation 0a84e8cf-82e5-465c-879f-f38392668b5c · outbound

This paper cites an unresolved cited work.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Unresolved cited work

Reference 12

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation a79f4b46-5be7-4360-b93a-048b90a81a1f · outbound

This paper cites an unresolved cited work.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:15:39.089054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.922597Z digest=sha256:7ccf3d6bf94ed018014aaa5d9318ee1fe65825e393f5bdd1310450d90f181964

Observation ea115590-f767-4bd4-a600-1763fd5bea2e · outbound

This paper cites an unresolved cited work.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Unresolved cited work

Reference 14

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unresolved
raw_fallback, observed 2026-08-12T14:15:39.075311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.927099Z digest=sha256:0932774d6bd13f5242e986758b85575bd39a9c1fd6438973c515aa20f4687e69

Observation 2fee1d52-036a-4163-88d4-11916a157af2 · outbound

This paper cites an unresolved cited work.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:15:39.065464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.931185Z digest=sha256:faa93fcf6e1b9dc23caafd0b6717b27a01ef628b8b2932d1506d75c9643115c2

Observation 606e4c77-44a9-4ce2-8ad3-868a14922f95 · outbound

This paper cites S., and K.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations S., and K

Reference 16

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.934888Z digest=sha256:4162e49a0692caf2b346981a50e0f09c71053cfd8751b4b17cd268866d5bc86a

Observation 3162b30c-5873-41fa-a074-350490253c4d · outbound

This paper cites an unresolved cited work.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Unresolved cited work

Reference 17

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unresolved
raw_fallback, observed 2026-08-12T14:15:39.042243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.938574Z digest=sha256:d2cd099504e5d638e70a274fca22d0366c3481f75714ce19be1db94de235277c

Observation 888409e6-81f2-4151-acde-64a396af6ee5 · outbound

This paper cites M., and D.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations M., and D

Reference 18

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.942206Z digest=sha256:a26f7aac6028790e3dd4440abc55009b611d14d7ec4d280dae7d1aabdf0dea4e

Observation 1d15f651-7da7-41cf-96de-6f13bb2d9c97 · outbound

This paper cites an unresolved cited work.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Unresolved cited work

Reference 19

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raw_fallback, observed 2026-08-12T14:15:39.017848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T14:15:38.945808Z digest=sha256:26769d006be4270fcf09f8e04b8822da8b9c4fddf84e2889c68ffacb18d1cdf8

Observation 316f3f90-faaf-4d19-907a-02f7135fb4e8 · outbound

This paper cites M., and W.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations M., and W

Reference 20

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation a1e77eee-f777-41da-9a50-2e48aa7b459b · outbound

This paper cites an unresolved cited work.

Capacitive Touch Sensor Modeling With a Physics-informed Neural Network and Maxwell's Equations Unresolved cited work

Reference 21

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raw_fallback, observed 2026-08-12T14:15:38.989929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Pith citing papers

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