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Paper Citation Record · LEDGER

FAS-Driven Spectrum Sensing for Cognitive Radio Networks

As of 17 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2411.08383.

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

pith.paper-citation-record.v1
2411.08383 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T21:45:20.090139Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

31 of 31 outbound references displayed

  • verified exact1
  • verified fuzzy18
  • unresolved11
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 304a65e2-ac63-441c-ad1e-d28998b9decf · outbound

This paper cites Internet of Things architecture: Recent advances, taxonomy, requirements, and open challenges,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Internet of Things architecture: Recent advances, taxonomy, requirements, and open challenges,

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.773617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:19.946714Z digest=sha256:5fa06d59bf97f1b70c916bfb17451dd34e087a28d50c64a042192de573d379af

Observation b0bdb7ac-3c26-46a1-8690-24fab57f9bde · outbound

This paper cites Distributed spectrum sensing for IoT networks: Architecture, challenges, and learning,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Distributed spectrum sensing for IoT networks: Architecture, challenges, and learning,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.757007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:19.951958Z digest=sha256:c6db33d9101cf5c56be7b361a47c7d2a4ab0fae452fbc1172c917b1057c20e72

Observation 2295ac62-4b3c-4242-a90a-af1c5473b701 · outbound

This paper cites Graph learning-based coopera- tive spectrum sensing with corrupted RSSs in spectrum-heterogeneous cognitive radio networks,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Graph learning-based coopera- tive spectrum sensing with corrupted RSSs in spectrum-heterogeneous cognitive radio networks,

Reference 3

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raw_fallback, observed 2026-08-12T21:45:20.741960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:19.956985Z digest=sha256:104797b3e0e392400031bd853a0c95d9ad86de3cd4eb98638e075d240cc7f15f

Observation a4346610-04be-46c3-a7c7-c3dc1d4c9372 · outbound

This paper cites RIS-assisted cooperative spectrum sensing for cognitive radio networks.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks RIS-assisted cooperative spectrum sensing for cognitive radio networks

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.725844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:19.961810Z digest=sha256:27741098335c65d49f9ee2a5d3b5c48f0f09322782db45a98cc9503a271f7de4

Observation 6b093e0f-3475-4ad8-b863-192f105ff161 · outbound

This paper cites Enhancing spectrum sensing via re- configurable intelligent surfaces: Passive or active sensing and how many reflecting elements are needed?.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Enhancing spectrum sensing via re- configurable intelligent surfaces: Passive or active sensing and how many reflecting elements are needed?

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.709020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:19.967101Z digest=sha256:be3e82dd15ecd07572423385f368192410eabd44743628b61f2e28912d906e5e

Observation 6438810d-25a7-4dec-9569-4e837ea672ea · outbound

This paper cites Effective energy detection for IoT systems against noise uncertainty at low SNR,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Effective energy detection for IoT systems against noise uncertainty at low SNR,

Reference 6

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raw_fallback, observed 2026-08-12T21:45:20.693767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:19.971737Z digest=sha256:bd9806a7f31b3fbb9b745873cc454502ec9ccc9aea45ed962266527b0ff2b4a0

Observation 8134fa0f-e2a7-41bb-9cd7-d639bf8761e3 · outbound

This paper cites Blind cyclostationary spectrum sensing in cognitive radios,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Blind cyclostationary spectrum sensing in cognitive radios,

Reference 7

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raw_fallback, observed 2026-08-12T21:45:20.678756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:19.977174Z digest=sha256:77d618068ec2d51af4b376bb861fea8911ca4d0447e19614afb6ddc18db62fea

Observation 7610a29e-3911-4c4d-961d-2102479f7e15 · outbound

This paper cites Eigenvalue-based spectrum sensing algo- rithms for cognitive radio,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Eigenvalue-based spectrum sensing algo- rithms for cognitive radio,

Reference 8

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raw_fallback, observed 2026-08-12T21:45:20.664023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:19.982280Z digest=sha256:098b42a708a94e9f64ae175a518aa3ae09d7e56fa247334b6b7aba5da3e88c46

Observation 061bb217-ce12-46e8-92d3-84f25493ca18 · outbound

This paper cites Fluid antenna system,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Fluid antenna system,

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.649100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:19.987122Z digest=sha256:54fa149ac9a813b0364f0b3887c3df76d1c275923ed40455022df0cf017b5766

Observation 56ae7735-6f09-4209-962b-3314c91f653f · outbound

This paper cites Bruce Lee- inspired fluid antenna system: Six research topics and the potentials for 6G,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Bruce Lee- inspired fluid antenna system: Six research topics and the potentials for 6G,

Reference 10

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no resolver link, observed 2026-08-12T21:45:19.991649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:19.991649Z digest=sha256:ca8b7b7e9059fdba029458a195186c01b93da24e01f81b3d4ae7a833d46d348b

Observation ed532094-3261-4b19-a0d8-742676b2872d · outbound

This paper cites A tutorial on fluid antenna system for 6G networks: Encompassing communication theory, optimization methods and hard- ware designs,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks A tutorial on fluid antenna system for 6G networks: Encompassing communication theory, optimization methods and hard- ware designs,

Reference 11

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raw_fallback, observed 2026-08-12T21:45:20.625878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:19.996299Z digest=sha256:c9cb526f61177a81bb75b7d8d99be9d8fb8548cf7ef93055721c4f4e4c33de92

Observation fce269ba-da6b-42c7-b3d9-a4aa2cc2b38f · outbound

This paper cites AI-empowered fluid antenna systems: Opportunities, challenges and future directions,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks AI-empowered fluid antenna systems: Opportunities, challenges and future directions,

Reference 12

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raw_fallback, observed 2026-08-12T21:45:20.609765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:20.001997Z digest=sha256:82a769858bb48c5aabee326cc60a000adb274c2d725d37565d4f31c5f4716076

Observation 33aeaf1e-381d-4964-b9c4-ddcd795e7761 · outbound

This paper cites Fluid antenna multiple access,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Fluid antenna multiple access,

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.008476Z digest=sha256:f3c850438968031387a8941694714e6ba6ff6dbd107af979b9c81f6ab06b9653

Observation 325ae547-3f6b-48e6-9795-252a4b341a84 · outbound

This paper cites A new analytical ap- proximation of the fluid antenna system channel,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks A new analytical ap- proximation of the fluid antenna system channel,

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.014084Z digest=sha256:cc6511091cc7cdddd8fe9f00d9d33b53ada2adf8925c29c606c947e009339d1e

Observation 847cfe50-f8af-4245-9cc9-3243a1edd6ba · outbound

This paper cites Fluid antenna system: New insights on outage probability and diversity gain,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Fluid antenna system: New insights on outage probability and diversity gain,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.575840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:20.018802Z digest=sha256:dc8214d940ef531059e8a7462bb61266f0e5ce956def83a15229a0ce7c904576

Observation c9c7a248-4565-4752-ae74-e50a71f3de57 · outbound

This paper cites FAS-RIS Communication: Model, Analysis, and Optimization.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks FAS-RIS Communication: Model, Analysis, and Optimization

Reference 16

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local_arxiv, observed 2026-08-12T21:45:20.389702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:20.023113Z digest=sha256:23925ce09777328078669533fb98c67ddd8062539476a8b2603d2af46583db4b

Observation d205de1d-f1af-4522-bdda-0c8ddfbb7cd5 · outbound

This paper cites An information-theoretic characterization of MIMO-FAS: Optimiza- tion, diversity-multiplexing tradeoff and q-outage capacity,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks An information-theoretic characterization of MIMO-FAS: Optimiza- tion, diversity-multiplexing tradeoff and q-outage capacity,

Reference 17

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no resolver link, observed 2026-08-12T21:45:20.028333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.028333Z digest=sha256:dad68cb5d56c2ac2696dd34f5ead051a5ad3a42c08c17b157cd737efffc03eb5

Observation 35fc1b88-6977-47ee-a46f-2c2a2aaa1e69 · outbound

This paper cites Fluid antenna index modulation communications,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Fluid antenna index modulation communications,

Reference 18

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no resolver link, observed 2026-08-12T21:45:20.032854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.032854Z digest=sha256:c0a684b9d50a7f837ae88e7cd873cd12607dddccddad76a1bdb6f072a299730b

Observation b8045ec0-f5d2-4286-bd24-e02d4c0e9f61 · outbound

This paper cites Fluid antenna system enhancing orthogonal and non-orthogonal multiple access,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Fluid antenna system enhancing orthogonal and non-orthogonal multiple access,

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.037554Z digest=sha256:2f4b03197ecd344c84ffad8fa8f6c2e5b75dc431215516d5217f0c22ba487bbf

Observation c1865253-4e4f-4eb0-b5e8-feb9a66195fc · outbound

This paper cites Channel estimation for FAS-assisted multiuser mmWave systems,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Channel estimation for FAS-assisted multiuser mmWave systems,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.530924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:20.042104Z digest=sha256:f483a8c5c39aee326017c93e320ef3f2d8bc3286234a4ab1074fdf3490d442f3

Observation 7641f352-e547-4e2c-ad39-9fffac532a50 · outbound

This paper cites Coding-enhanced cooperative jamming for secret com- munication in fluid antenna systems,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Coding-enhanced cooperative jamming for secret com- munication in fluid antenna systems,

Reference 21

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raw_fallback, observed 2026-08-12T21:45:20.514986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:20.046588Z digest=sha256:d95edcf673c24efc547e4f019076f681012c5e8b9252d8912cea450bdbf7b274

Observation 1073e1bc-48d1-4863-8805-8a4743753b96 · outbound

This paper cites Proactive monitoring via jamming in fluid antenna systems,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Proactive monitoring via jamming in fluid antenna systems,

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.051027Z digest=sha256:038bf79632a4914b81a8cb6ebe820b0bb4f2f7dfe5c384a52766fdd448d10703

Observation c5856d40-ffdd-4690-8f3c-b39ae3b0de00 · outbound

This paper cites Performance analysis of FAS-aided backscatter communications,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Performance analysis of FAS-aided backscatter communications,

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.475305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:20.055415Z digest=sha256:5a7286884a5415f2cd9ced3cd7523432b7cd850525e83449f3682ec6920a7330

Observation 65a461c9-14e9-4423-9470-8c5e3d29640f · outbound

This paper cites Cache-enabled fluid antenna systems: Modeling and performance,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Cache-enabled fluid antenna systems: Modeling and performance,

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.456459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:20.059754Z digest=sha256:7563ec7eaea4daa1bca4b3f789ca3b097619263f745c59113d129e3e213f44b3

Observation 7dc073a6-3d95-4aa9-939f-052ae6414c23 · outbound

This paper cites On performance of RIS-aided fluid antenna systems,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks On performance of RIS-aided fluid antenna systems,

Reference 25

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verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.439060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:20.064258Z digest=sha256:312feb6561589f7d52e6902e806b73e1ba4dbdeeacd4a9a81579679c2edfcdf6

Observation 482a1c68-0b0f-4c80-b888-f3ad01062b14 · outbound

This paper cites A Framework of FAS-RIS Systems: Performance Analysis and Throughput Optimization.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks A Framework of FAS-RIS Systems: Performance Analysis and Throughput Optimization

Reference 26

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no resolver link, observed 2026-08-12T21:45:20.068697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.068697Z digest=sha256:42839830988d10c536ae7b33fb08e53bb21db991530bf89ecbdae24618258eda

Observation 54055bcf-a0d9-4bcf-a234-9859401bcf38 · outbound

This paper cites Fluid antenna system liberating multiuser MIMO for ISAC via deep reinforcement learning,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Fluid antenna system liberating multiuser MIMO for ISAC via deep reinforcement learning,

Reference 27

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no resolver link, observed 2026-08-12T21:45:20.073703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.073703Z digest=sha256:950e3f51d74e5af5a0c9784a3dc315684954be4782a05e3a61919fc38bd919bf

Observation e39c31dc-7e28-437f-9fab-81e9958a99ec · outbound

This paper cites Fluid antenna-assisted ISAC systems,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Fluid antenna-assisted ISAC systems,

Reference 28

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no resolver link, observed 2026-08-12T21:45:20.077907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.077907Z digest=sha256:e1b88adafe2574688d2de89432dc73e91567a1b679df6e0bdc3984be06813256

Observation 97758ca1-10b5-4124-a6a0-735bb9365ea1 · outbound

This paper cites Design and implementation of mmWave surface wave enabled fluid antennas and experimental results for fluid antenna multi- ple access,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks Design and implementation of mmWave surface wave enabled fluid antennas and experimental results for fluid antenna multi- ple access,

Reference 29

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unresolved
no resolver link, observed 2026-08-12T21:45:20.082095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.082095Z digest=sha256:e166688f05fb2ea9833461743021ae0df6a23e827717a889ac4455ed1ba044e6

Observation befbf45f-ab1a-4100-b9ff-40f3c1b52d95 · outbound

This paper cites A novel pixel-based reconfigurable antenna applied in fluid antenna systems with high switching speed,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks A novel pixel-based reconfigurable antenna applied in fluid antenna systems with high switching speed,

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:45:20.086076Z digest=sha256:4e4f27c19a1613ff41bd8ba9ab2c62c9e0404f1f3b839a61dd81eb68550e4dba

Observation 8feb5506-b8f8-4b6d-b6ad-430d65d06cf6 · outbound

This paper cites CVX: MATLAB software for disciplined convex programming,.

FAS-Driven Spectrum Sensing for Cognitive Radio Networks CVX: MATLAB software for disciplined convex programming,

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-12T21:45:20.411445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T21:45:20.090139Z digest=sha256:187597ef2679ad77883a3b6dca076e362600bc3b0acee3525c0d037de43892ab

Pith citing papers

No inbound Pith citation observations are available.