Linear scaling causal discovery from high-dimensional time series by dynamical community detection | Paper Citation Record

Observation a6e0ec28-1191-415d-958d-65cb4b3ec55e · outbound

This paper cites Runge, A.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Runge, A

Reference 1

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Observation 0faf6498-d0f7-4694-ba51-8371b12209fa · outbound

This paper cites To level out the ﬂuctuation ranges of diﬀerent variables, we ﬁrst scale each variable by its standard de- viation over the entire trajectory.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection To level out the ﬂuctuation ranges of diﬀerent variables, we ﬁrst scale each variable by its standard de- viation over the entire trajectory

Reference 2

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Observation af096e30-3552-43de-b8b4-4b3da36d3a77 · outbound

This paper cites Following the intuition that diﬀerent couplings might manifest at diﬀerent time scales [ 19–21] we repeat the optimization in Eq.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Following the intuition that diﬀerent couplings might manifest at diﬀerent time scales [ 19–21] we repeat the optimization in Eq

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:37.575528Z

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Observation d3b6575c-7010-4c31-b43d-8fcaa209038f · outbound

This paper cites microscopic.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection microscopic

Reference 4

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Observation 9cfc7bd0-7a18-41e1-a564-964256a72055 · outbound

This paper cites Spirtes, C.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Spirtes, C

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:37.471879Z

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Observation e70e307e-5820-4087-883c-59df90877ee8 · outbound

This paper cites In the SM (Fig.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection In the SM (Fig

Reference 6

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 7

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Observation 1b9c3801-2afc-4e75-8e9b-58ea7b98576e · outbound

This paper cites Spirtes and C.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Spirtes and C

Reference 10

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Observation f7c201a2-e541-4ae4-9333-3883141ac3e5 · outbound

This paper cites Geiger, T.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Geiger, T

Reference 11

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Observation e7d65d03-b541-401b-bf6f-7ac3d7eb8b1f · outbound

This paper cites Verma and J.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Verma and J

Reference 12

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Observation 410816b2-cb81-4126-940d-e3c92ba6d5cd · outbound

This paper cites Verma and J.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Verma and J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:37.422892Z

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Observation 6889103a-8276-484b-9b6f-d0bacb55eadb · outbound

This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 15

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Observation d8760541-1c59-45be-97ac-19c1ad509caa · outbound

This paper cites Runge, P.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Runge, P

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:37.388884Z

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 17

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 18

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 19

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Observation ec22cfb0-b6a9-4873-b4ba-c9f344f3fcb6 · outbound

This paper cites Tirabassi, R.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Tirabassi, R

Reference 20

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This paper cites multi- body.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection multi- body

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:37.557111Z

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Observation 0e9cd571-ce1f-4184-bcda-b843985c0d58 · outbound

This paper cites Glielmo, C.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Glielmo, C

Reference 23

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 24

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Observation 7b53710f-b699-4ee0-b8c8-35ef2ed9931a · outbound

This paper cites Del Tatto, G.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Del Tatto, G

Reference 25

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 26

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 27

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 28

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 29

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 30

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 31

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Observation fba819d0-bbfb-48c7-b98f-44b1e885ec62 · outbound

This paper cites Tononi, A.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Tononi, A

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:37.134176Z

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Observation 8078a0de-10a2-47ad-9147-7eb74bfca113 · outbound

This paper cites Villani, A.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Villani, A

Reference 33

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Observation e92d081a-67ff-43fd-9888-2a88037d5f51 · outbound

This paper cites D’Addese, L.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection D’Addese, L

Reference 34

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Observation 89123c17-c3cb-4d48-a979-6103bacb09db · outbound

This paper cites D’Addese, M.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection D’Addese, M

Reference 35

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Observation 22bf6fee-e52e-4033-afbf-9e7945b12058 · outbound

This paper cites Glielmo, I.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Glielmo, I

Reference 36

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Observation 8fb80263-58c7-483b-820b-366e59ab425b · outbound

This paper cites direct” if there is at least a pair of variables, X α ∈ A and X β ∈ B , such that X α is a direct cause of X β. In contrast, we call such a link “indirect.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection direct” if there is at least a pair of variables, X α ∈ A and X β ∈ B , such that X α is a direct cause of X β. In contrast, we call such a link “indirect

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:37.086790Z

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Observation 640da4e6-46fe-4c75-a704-f9ee2474b647 · outbound

This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 38

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 39

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This paper cites (10) The coupling strength was ﬁxed to c = 0 .3 and dνµ, which deﬁnes the interaction topology among communi- ties (Fig.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection (10) The coupling strength was ﬁxed to c = 0 .3 and dνµ, which deﬁnes the interaction topology among communi- ties (Fig

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:37.039776Z

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Observation 6b58b5ac-028e-41c6-b5f3-0bb692ae81d2 · outbound

This paper cites The trajectory was calculated with a sampling time of δt = 0.003.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection The trajectory was calculated with a sampling time of δt = 0.003

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:37.024127Z

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Observation 74c5cd44-7ce6-4016-8ee8-5769ccd5759e · outbound

This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 42

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Observation 8784f57c-d3ea-43d0-abfe-888c283110ec · outbound

This paper cites struct ural causal model.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection struct ural causal model

Reference 43

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Observation e4a576dd-8961-4831-8589-7e202162a27a · outbound

This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:57:36.977288Z

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 f461ca7e-cc5d-4aca-a8bf-3aacdf14b9e0 · outbound

This paper cites Runge, A.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Runge, A

Reference 45

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Source-reported events for the cited work

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Observation bada8eba-cf07-446b-af64-5a3fe2306b46 · outbound

This paper cites Spirtes, C.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Spirtes, C

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:36.941632Z

Source-reported events for the cited work

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 47

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 48

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Observation 2f98898c-7aef-49ec-98bd-a110bf0d4175 · outbound

This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 49

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Observation 18dd7dd7-4e62-4cc5-93d4-df4f796183f9 · outbound

This paper cites Pearl, Causality: Models, Reasoning and Inference , 2nd ed.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Pearl, Causality: Models, Reasoning and Inference , 2nd ed

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:37.489569Z

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Observation e993797a-5c0e-4baf-8c4b-888ca85ef85e · outbound

This paper cites Chicharro and S.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Chicharro and S

Reference 51

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Observation 3a88622d-115e-4522-a2ff-6954556d8088 · outbound

This paper cites Geiger, T.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Geiger, T

Reference 52

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Observation 6cf9705e-0d10-4f69-a92b-2b1fc3a53598 · outbound

This paper cites Verma and J.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Verma and J

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:36.879240Z

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Observation b6b1891d-cb28-4014-8b65-75cb2359a2fb · outbound

This paper cites Runge, P.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Runge, P

Reference 54

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Observation fb37f4c5-cbf8-4450-a929-1973cf8bbb67 · outbound

This paper cites Spirtes and C.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Spirtes and C

Reference 55

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Observation 3a358f3e-43e3-4b4d-bf77-7013ccd9a238 · outbound

This paper cites Verma and J.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Verma and J

Reference 56

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Observation 83f4ed9e-676b-4a0b-a9a8-110f865e7031 · outbound

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Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 57

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 58

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 59

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Observation 9b84f84c-d7ac-4ed5-b951-99772d1ecf1e · outbound

This paper cites Schreiber, Measuring information transfer, Phys.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Schreiber, Measuring information transfer, Phys

Reference 60

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Observation 035facb7-cd58-48e5-9cfc-01cf628c8d40 · outbound

This paper cites Del Tatto, G.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Del Tatto, G

Reference 61

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This paper cites Paluˇ s, V.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Paluˇ s, V

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:36.748054Z

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This paper cites Paluˇ s and M.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Paluˇ s and M

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:36.729630Z

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

Observation e63e9b46-83a6-4171-9907-cfa6744e6539 · outbound

This paper cites Runge, tigramite (2017).

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Runge, tigramite (2017)

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:36.713283Z

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This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:57:36.697428Z

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Observation d38fd4e3-00ef-43c0-ac11-adafd27edcee · outbound

This paper cites Reiter, A.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Reiter, A

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:36.678868Z

Source-reported events for the cited work

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This paper cites Glielmo, I.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Glielmo, I

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:57:36.660986Z

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 2ac4f02c-ecfe-4c2f-9095-67e9ba0c4b72 · outbound

This paper cites Bradbury, R.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Bradbury, R

Reference 68

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Observation 8590589f-64cb-4b35-b976-1afc2908daf7 · outbound

This paper cites an unresolved cited work.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:57:36.633526Z

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Observation d57f29b2-778d-4fbd-a5e7-87efe0c0b55f · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Linear scaling causal discovery from high-dimensional time series by dynamical community detection Adam: A Method for Stochastic Optimization

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-10T18:57:36.455603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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