Paper Citation Record · LEDGER

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference

As of 22 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 2 inbound Pith citation observations for arXiv:2501.08958.

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

pith.paper-citation-record.v1
2501.08958 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:18:05.152324Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:18:49.793139Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T13:38:19.505405Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy21
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49f253d9-1e34-4e6a-a95f-d572371cdce0 · outbound

This paper cites Granger causality.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Granger causality

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.681337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c3ca4231-90c7-4921-8fa7-258cddc4fec3 · outbound

This paper cites A review of the granger-causality fallacy.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference A review of the granger-causality fallacy

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.663254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 99248765-161c-4dab-80d5-aa8a87001a06 · outbound

This paper cites Granger causality revisited.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Granger causality revisited

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.645463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9edf979d-c36b-41fb-ba22-58581dff65b0 · outbound

This paper cites Granger causality: A review and recent advances.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Granger causality: A review and recent advances

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.628136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d2677de9-eeb0-4c69-9d95-c2c26a54389b · outbound

This paper cites Wiener--granger causality: a well established methodology.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Wiener--granger causality: a well established methodology

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.609291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0bffd7c5-34bd-4bca-b202-3a7149310968 · outbound

This paper cites The mvgc multivariate granger causality toolbox: a new approach to granger-causal inference.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference The mvgc multivariate granger causality toolbox: a new approach to granger-causal inference

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.591979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 43d53219-3511-4f08-8dec-f35ec4d4382d · outbound

This paper cites Innovation, income, and waste disposal operations in korea: Evidence from a spectral granger causality analysis and artificial neural networks experiments.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Innovation, income, and waste disposal operations in korea: Evidence from a spectral granger causality analysis and artificial neural networks experiments

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.574169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aa1eb6cc-a398-4473-abb7-476d8d069613 · outbound

This paper cites Granger causality analysis for calcium transients in neuronal networks, challenges and improvements.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Granger causality analysis for calcium transients in neuronal networks, challenges and improvements

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.553961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2d2aebe0-172f-48dd-b0a6-9f7facbe35f4 · outbound

This paper cites Impact of climate policy uncertainty on traditional energy and green markets: Evidence from time-varying granger tests.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Impact of climate policy uncertainty on traditional energy and green markets: Evidence from time-varying granger tests

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.536401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 164d749c-9e83-47e5-a27c-e3cb7e6a1bfd · outbound

This paper cites Neural granger causality.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Neural granger causality

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.517545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b3ecc4ce-a985-413d-8e20-0b4d412f3a98 · outbound

This paper cites Neural additive vector autoregression models for causal discovery in time series.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Neural additive vector autoregression models for causal discovery in time series

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.499496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f935e551-090d-47a3-af85-b704a0ddf91a · outbound

This paper cites Jacobian regularizer-based neural granger causality.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Jacobian regularizer-based neural granger causality

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.481510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5631cb33-0ec5-499a-9f42-996d90dc7abd · outbound

This paper cites Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:18:05.067787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39fc90d8-bc72-4299-a289-2d26f161731f · outbound

This paper cites Causal discovery with attention-based convolutional neural networks.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Causal discovery with attention-based convolutional neural networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:18:05.072864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 348f51ac-fc30-41a2-baf1-8acde3278905 · outbound

This paper cites Cuts+: High-dimensional causal discovery from irregular time-series.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Cuts+: High-dimensional causal discovery from irregular time-series

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.452090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aababca5-df99-4619-b583-c6b438301d95 · outbound

This paper cites KAN: Kolmogorov-Arnold Networks.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference KAN: Kolmogorov-Arnold Networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:18:05.083966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b27deef-83d3-4bb8-b308-8faac1d749e2 · outbound

This paper cites GKAN: Graph Kolmogorov-Arnold Networks.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference GKAN: Graph Kolmogorov-Arnold Networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:18:05.089593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45ed5034-054e-4ea2-a7c5-48c30c2c1a54 · outbound

This paper cites Kolmogorov-Arnold Networks: A Critical Assessment of Claims, Performance, and Practical Viability.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Kolmogorov-Arnold Networks: A Critical Assessment of Claims, Performance, and Practical Viability

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:18:05.095090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee27ef17-103c-49be-83b1-235b99708ca2 · outbound

This paper cites CUTS: Neural Causal Discovery from Irregular Time-Series Data.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference CUTS: Neural Causal Discovery from Irregular Time-Series Data

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:18:05.100788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c401978a-ceb9-42c1-9117-3c40d6548594 · outbound

This paper cites Interpretable Models for Granger Causality Using Self-explaining Neural Networks.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Interpretable Models for Granger Causality Using Self-explaining Neural Networks

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:18:05.105968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8163150c-1c87-49bf-866a-2273067cf496 · outbound

This paper cites A critical assessment of connectivity measures for eeg data: a simulation study.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference A critical assessment of connectivity measures for eeg data: a simulation study

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.434075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9eb8c07e-342d-4921-b56b-186257f63adf · outbound

This paper cites Volume conduction effects in eeg and meg.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Volume conduction effects in eeg and meg

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.416139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7c27f8d8-7b5f-4781-a74f-1bdc8dc78c41 · outbound

This paper cites Eeg coherency: I: statistics, reference electrode, volume conduction, laplacians, cortical imaging, and interpretation at multiple scales.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Eeg coherency: I: statistics, reference electrode, volume conduction, laplacians, cortical imaging, and interpretation at multiple scales

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.398213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3274eaba-7804-43ce-88ce-a447323a908e · outbound

This paper cites Validity of time reversal for testing granger causality.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Validity of time reversal for testing granger causality

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.378431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 09a383ea-5525-4fcb-b269-224dafa80389 · outbound

This paper cites Causality in reversed time series: Reversed or conserved? Entropy, 23 0 (8): 0 1067, 2021.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Causality in reversed time series: Reversed or conserved? Entropy, 23 0 (8): 0 1067, 2021

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.360855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ad7fae1e-f3ae-4a1d-8690-a8d400e471bf · outbound

This paper cites Approximation theory of the mlp model in neural networks.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Approximation theory of the mlp model in neural networks

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.342697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 261e33ee-2f12-40a9-9a9f-c28e85408a2c · outbound

This paper cites The kolmogorov--arnold representation theorem revisited.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference The kolmogorov--arnold representation theorem revisited

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.323041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1c851214-8b8a-44b2-9438-390a10484b64 · outbound

This paper cites Granger causality using jacobian in neural networks.

Kolmogorov-Arnold Networks for Time Series Granger Causality Inference Granger causality using jacobian in neural networks

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:18:05.304003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation b59f121e-2203-4134-8049-de479e7b46a4 · inbound

SFNet: A Spatial-Frequency Domain Deep Learning Network for Efficient Alzheimer's Disease Diagnosis cites this paper.

SFNet: A Spatial-Frequency Domain Deep Learning Network for Efficient Alzheimer's Disease Diagnosis Kolmogorov-Arnold Networks for Time Series Granger Causality Inference

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:18:49.793139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73159214-7d19-471b-9fbf-b7337de7a977 · inbound

CausalMoE: A Billion-Scale Multimodal Foundation Model for Granger Causal Discovery with Pattern-Routed Heterogeneous Experts cites this paper.

CausalMoE: A Billion-Scale Multimodal Foundation Model for Granger Causal Discovery with Pattern-Routed Heterogeneous Experts Kolmogorov-Arnold Networks for Time Series Granger Causality Inference

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:38:19.506700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.