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Paper Citation Record · LEDGER

Unsupervised learning for anticipating critical transitions

As of 12 August 2026, this Paper Citation Record lists 83 of 83 outbound references and 1 inbound Pith citation observation for arXiv:2501.01579.

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

pith.paper-citation-record.v1
2501.01579 v1

Coverage vector

measured 83 of 83 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:31:28.137791Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:36:16.071180Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T13:36:17.077664Z

Reference resolution

83 of 83 outbound references displayed

  • verified exact1
  • verified fuzzy39
  • unresolved43
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3b70017-543e-4efc-93c9-e2eb15a41111 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 1

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 566c280c-f3fa-4c59-ba0a-11de57330191 · outbound

This paper cites normal” in the sense that its dynamical behavior ex- hibits “healthy.

Unsupervised learning for anticipating critical transitions normal” in the sense that its dynamical behavior ex- hibits “healthy

Reference 2

Resolution
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no resolver link, observed 2026-08-10T22:31:27.850684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a3434af8-02c0-4514-9a01-2a38d4717f55 · outbound

This paper cites Hastings, K.

Unsupervised learning for anticipating critical transitions Hastings, K

Reference 3

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 473d773a-7987-4206-a759-7f74743f5ad3 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 4

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 763bbb52-e5dd-4011-ae63-00b09a1c8849 · outbound

This paper cites Dobson and H.-D.

Unsupervised learning for anticipating critical transitions Dobson and H.-D

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 16c0753e-b75b-4e02-aa0a-73237ff3f2d7 · outbound

This paper cites Scheffer, Critical Transitions in Nature and Society, Princeton Studies in Complexity (Princeton University Press, 2020).

Unsupervised learning for anticipating critical transitions Scheffer, Critical Transitions in Nature and Society, Princeton Studies in Complexity (Princeton University Press, 2020)

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 2026-08-12T06:34:41.77262+00:00.

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Observation bbe4e7be-52bd-475c-8ab6-5ff5eac5c389 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 63ae9b85-c5c1-4afa-949c-86f1c009b318 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 8

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation abc410e0-ba11-4fc8-a0ef-64eb20277f06 · outbound

This paper cites Scheffer, S.

Unsupervised learning for anticipating critical transitions Scheffer, S

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f120da97-61b2-4482-9cbc-113d43a8a0c2 · outbound

This paper cites It is helpful but not essen- tial for understanding the main results of the paper.

Unsupervised learning for anticipating critical transitions It is helpful but not essen- tial for understanding the main results of the paper

Reference 11

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2225abee-caa1-4357-a67d-734147d3fd00 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 12

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7e919a12-6ab0-44c3-b70b-ebd6b525f1f3 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 13

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 63e738ee-7ee9-4d01-9b02-453f4107eeab · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 14

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 3a925577-5413-476b-9a27-9198fc3d05e5 · outbound

This paper cites Kong, H.-W.

Unsupervised learning for anticipating critical transitions Kong, H.-W

Reference 15

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5515ba67-7ec0-4166-b88c-bf36e9cb9299 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 16

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 5acc2306-aac7-4f85-97c0-1f804adc6fc1 · outbound

This paper cites Fan, L.-W.

Unsupervised learning for anticipating critical transitions Fan, L.-W

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation cdeec6a1-3ce1-4ab6-8c9c-82517e16756e · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 5d6fa01c-a2dc-4abd-b66e-cf65c7ebda83 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 19

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:27.913492Z digest=sha256:019ba3a68fa790b84d12f4f3cd33d32975ecd29866c9ecc3933dc5d18249fb77

Observation a1c88d2b-54a0-4d48-9134-a45be5a35f6e · outbound

This paper cites echo state.

Unsupervised learning for anticipating critical transitions echo state

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ea62c29d-2d09-415e-8105-20ee7c5d157a · outbound

This paper cites Maass, T.

Unsupervised learning for anticipating critical transitions Maass, T

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 4ff80f9e-e937-4257-998e-df722888374d · outbound

This paper cites Pathak, B.

Unsupervised learning for anticipating critical transitions Pathak, B

Reference 22

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ea1a7337-cbce-4bde-b1ae-cac2d3690281 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 23

Resolution
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no resolver link, observed 2026-08-10T22:31:27.929082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e5fda477-6797-4c9f-b3d1-1a70ef0359e1 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 24

Resolution
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no resolver link, observed 2026-08-10T22:31:27.932552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 721bb845-94e0-4787-b7b6-63f828fa8294 · outbound

This paper cites Zhai, L.-W.

Unsupervised learning for anticipating critical transitions Zhai, L.-W

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2f0fa61e-905d-4ea7-89db-49034621f04d · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.754555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2da61a0a-02f1-46e4-8b46-b1f68621a50e · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:27.942935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:27.942935Z digest=sha256:83defac6d60fd7d780570c98daf5ff4693256a329f60287fe6b75f0b4fb2f9a3

Observation 3e73999b-933e-4c8f-b335-ca22ef410468 · outbound

This paper cites Xiao, L.-W.

Unsupervised learning for anticipating critical transitions Xiao, L.-W

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.739278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 01f5494a-668d-4ed0-a07d-751d4e9a4eeb · outbound

This paper cites Patel, D.

Unsupervised learning for anticipating critical transitions Patel, D

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:27.949787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:27.949787Z digest=sha256:1be6d1c85f62fd0f14e81f006491ed8ba72538c0c5eb3b61816d2fa72bd59494

Observation ab4a5f43-c883-4765-92db-ccd8ef4e1847 · outbound

This paper cites Machine-learning prediction of tipping with applications to the Atlantic Meridional Overturning Circulation.

Unsupervised learning for anticipating critical transitions Machine-learning prediction of tipping with applications to the Atlantic Meridional Overturning Circulation

Reference 30

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation efc7ae2f-9345-4189-bcb2-45ab99f091d1 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.722743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 368e4fe9-dabc-40fe-9212-adcb538e8d7e · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:27.960124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:27.960124Z digest=sha256:352159efe25f454a4d5a6b7949114e8f850f7db54975e95e1f0c94e855be731b

Observation 8cc51de5-6ce5-474f-b96d-7de49d1c7fe4 · outbound

This paper cites Kuramoto, Diffusion-induced chaos in reaction sys- tems, Prog.

Unsupervised learning for anticipating critical transitions Kuramoto, Diffusion-induced chaos in reaction sys- tems, Prog

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.707248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 6368f0d7-1cc1-40fe-9d59-61284e2d5840 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.697904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:27.967272Z digest=sha256:3dad8fad6d5719ad45fb88c1d0ce90ff1d0a5e2f6a823798c391789e8c6f9fb6

Observation c89cc026-a260-4605-9ff6-f02c7e665965 · outbound

This paper cites Grebogi, E.

Unsupervised learning for anticipating critical transitions Grebogi, E

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.688348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:27.970830Z digest=sha256:d075d1ddbe52ea1a3cd9d98ad4041ec8ffa48d1c928958d6c8e920a3515c605e

Observation 7eb76928-515a-4ed6-9ca4-d5a164ad6c92 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.680371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:27.974221Z digest=sha256:3df3d4eb25d0b5352956f29b533dcb9ffcb78470c3ebcfc2f6fed5cc16639269

Observation 6943ce40-5b27-46a8-9e71-7376d047accd · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.672129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:27.977777Z digest=sha256:6b509c12b30f36fe3d76bc0f98a9db14e437216de4a28813fc70fa5720fe78dc

Observation 08ee2f7b-23a5-4884-bfe8-d0c7f22f0ee3 · outbound

This paper cites Yao and E.

Unsupervised learning for anticipating critical transitions Yao and E

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.663514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:27.980978Z digest=sha256:759a0db803c7aa895a3337e49a4ca1dd207f9acd0638b342aa62a34ae08f7b8f

Observation b33e1e67-6510-4355-85aa-80e04c96dffa · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.654102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:27.984806Z digest=sha256:13d736d9f93d3fca6bf176641820d7b1db3e22638770dc7e771ae6a2b4799125

Observation a383cf7e-e0c3-4a1d-8785-ab69d8ff6f45 · outbound

This paper cites H´ enon, A two-dimensional mapping with a strange attractor, Commun.

Unsupervised learning for anticipating critical transitions H´ enon, A two-dimensional mapping with a strange attractor, Commun

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.643922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:27.988930Z digest=sha256:5852fc2a0366d5eeef86e5b5fdf2b148393ab8d1ed27d337fd7b2ade2432e296

Observation 13c379c6-cda4-4512-b9a2-19dcf7df69ff · outbound

This paper cites Cand` es, J.

Unsupervised learning for anticipating critical transitions Cand` es, J

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.633403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:27.992836Z digest=sha256:d366fed7133f691adf8bb4623548d3fdce9132cb26ac2217d5de1fea81db87e7

Observation 2229313d-d059-46bd-be55-519dc423f40d · outbound

This paper cites Cand` es, J.

Unsupervised learning for anticipating critical transitions Cand` es, J

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.622464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:27.996380Z digest=sha256:f1ad968de0396d859a7e5dc2852a7efe88c299db1d879c842f049e6f16101ae7

Observation b413b7cc-d98f-4adf-8838-74df60aecd02 · outbound

This paper cites Donoho, Compressed sensing, IEEE Trans.

Unsupervised learning for anticipating critical transitions Donoho, Compressed sensing, IEEE Trans

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.611159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:27.999441Z digest=sha256:d2d0cabb209b13ee1dfbab6adf064010f4cbadad32832926c66e8e437e62475b

Observation bf7b0488-8b17-4d61-b4a4-19ab452eb8b2 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.600787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.002504Z digest=sha256:f2c22fe331f972f1e21d7b7665e902032116d8a212e1e358c4eadd7548bf8b0a

Observation 07333e86-681c-44c6-a169-1b9b37b35f7d · outbound

This paper cites Cande` s and M.

Unsupervised learning for anticipating critical transitions Cande` s and M

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.590405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.005474Z digest=sha256:363088046726a9e756e983d489719ad1f394c67530ff3adbbf9d7a64dfd4936a

Observation 5b06444d-0afe-4ec8-a550-7bf2f8d3b8fd · outbound

This paper cites Wang, Y.-C.

Unsupervised learning for anticipating critical transitions Wang, Y.-C

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.578647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.008575Z digest=sha256:582ff16fbba27491f08091f68c8c62cc6f579965d8c27d6e7768b1b975962dbc

Observation 7ce28afe-e37a-45de-89af-a398bf643ea3 · outbound

This paper cites Lai, Finding nonlinear system equations and com- plex network structures from data: A sparse optimization approach, Chaos 31, 082101 (2021).

Unsupervised learning for anticipating critical transitions Lai, Finding nonlinear system equations and com- plex network structures from data: A sparse optimization approach, Chaos 31, 082101 (2021)

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:28.011507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:28.011507Z digest=sha256:70ac119824374b3fd6658d529b8a016ad0944be5d070154bd1ff1460b1556454

Observation afbc8eae-12a9-4f3f-b437-ea54c8590c33 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.561701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.014453Z digest=sha256:9592720f80c3c9a18a64cacaf11865f6916d466cf59a65bbba1f1b99a0872c74

Observation 83916ee8-7b1c-48c4-9e21-b84aefc9c39d · outbound

This paper cites Wang, Y.-C.

Unsupervised learning for anticipating critical transitions Wang, Y.-C

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.551134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.017589Z digest=sha256:bf5dd11c7421bf3af0337b5cddbf711ee2e79c750743db56e131ad208dd5a020

Observation 712a193b-a3cd-474c-9150-9696080750c4 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.540363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.020860Z digest=sha256:96a43177260341788f88441af4f0dcd2025f6ef38cd9ff24f81940d8285acc2f

Observation a63740ed-13fa-451d-bd8b-ce372f3b9bf9 · outbound

This paper cites Su, W.-X.

Unsupervised learning for anticipating critical transitions Su, W.-X

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.530165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.024767Z digest=sha256:86bfad53fcc3a9690ad6e6464f98127b64bdd4a1d6635437cb96e339ecf7df0c

Observation 49deedca-ef64-4fda-a830-cddf0be9f01a · outbound

This paper cites Su, Y.-C.

Unsupervised learning for anticipating critical transitions Su, Y.-C

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.520537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.028822Z digest=sha256:addb6b6575446fa5772ccf7b13ab324de145c66f76ded03988f4c5a02d650062

Observation d74dc822-c67d-4699-bfdc-2de5b251942f · outbound

This paper cites Shen, W.-X.

Unsupervised learning for anticipating critical transitions Shen, W.-X

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.512463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.032464Z digest=sha256:05c0d8e2cd372d20c4449f04dc0723668672d650c5799438ef52fd67e6bd6ef7

Observation e877514a-9c40-4730-a95f-bffe7b3265fc · outbound

This paper cites Scheffer, Ecology of Shallow Lakes(Springer Science & Business Media, 2004).

Unsupervised learning for anticipating critical transitions Scheffer, Ecology of Shallow Lakes(Springer Science & Business Media, 2004)

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.503360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.036044Z digest=sha256:a2a27593a45e6aa427b19eb6ea8df66b930fe408f06d607afbc3a023329ef7a2

Observation 5fb3082f-7d4d-4c22-9e06-be125f0ebd49 · outbound

This paper cites Scheffer, Complex systems: foreseeing tipping points, Nature 467, 411 (2010).

Unsupervised learning for anticipating critical transitions Scheffer, Complex systems: foreseeing tipping points, Nature 467, 411 (2010)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.493688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.039413Z digest=sha256:72d9b853db5f4a1c85e2e58e4947b3b3cec8ad3ce284f3e8b07292d48f3b84f8

Observation 0fccbef3-c0c1-4781-ac19-991e3cde2d1c · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.484201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.042978Z digest=sha256:15c548eb6a88453bd949078052ca176ac0e8556c8c972ca3a54428e4b5942a4f

Observation 258f30e5-bd3a-4ead-9bb6-8272d0638c8e · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.473353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.046466Z digest=sha256:b6d8a3a29bf8eebfb51098a41a615df6e3949b1e7157dcc00b56331ada8158a2

Observation 9c20e191-c0d5-4c8b-aa58-bfae75945b55 · outbound

This paper cites Jiang, Z.-G.

Unsupervised learning for anticipating critical transitions Jiang, Z.-G

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.461191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.050114Z digest=sha256:f0cb42f395f7fd1c1cddd9df592f4bf1ef12d1aa37463924833f52aa4b731005

Observation 5956d94e-06f3-405a-9911-407fc12c559b · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.448753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.054044Z digest=sha256:2868b446accf5b3766ebe3bf71c1d41ca7fb691431a4350b53e9a364044d37e8

Observation 7d58c700-034f-4fcd-9cca-42bf39eb0c22 · outbound

This paper cites Jiang, A.

Unsupervised learning for anticipating critical transitions Jiang, A

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.438493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.057597Z digest=sha256:38c3b4f1a9fad06f85df85069828a4137887bd68d151e718dd893adc319ee637

Observation 020fc386-270f-458e-b11b-55336a9d4053 · outbound

This paper cites Meng, Y.-C.

Unsupervised learning for anticipating critical transitions Meng, Y.-C

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.428547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.061163Z digest=sha256:40469b005ee12536dbf5b3f98242ceae0374d87cce3a841a69f96fdefc46c908

Observation 767c3595-bd68-4050-a6b6-6b6f3a390300 · outbound

This paper cites Meng, Y.-C.

Unsupervised learning for anticipating critical transitions Meng, Y.-C

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.418213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.065223Z digest=sha256:1de6ff389eb5d5250bbe8b975e191c9fd6e2f7d354ae5593cc6fc8d611ba7dfc

Observation 54278f9a-6c81-474a-b6c1-ee3b5a58654f · outbound

This paper cites Scheffer, J.

Unsupervised learning for anticipating critical transitions Scheffer, J

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:28.068787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:28.068787Z digest=sha256:1de8bdd71550389e208e91a1b55f4872540308565bd36dfcd8a7762d95922dcd

Observation cac2570b-7d8a-4ab2-a231-499a2ac64506 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.407799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.072250Z digest=sha256:9c46104578673b96f8504b7b45be11461a9afeb6526e5845421f2e6415d6ee39

Observation a982c389-0079-4d5a-84da-b3bfd043ebf9 · outbound

This paper cites Boettiger and A.

Unsupervised learning for anticipating critical transitions Boettiger and A

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.398008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.075824Z digest=sha256:f8920e55db8fc5fb9d5cb122fd58a026e3bd99b5c17a1d4a482b62885fcecf86

Observation d4ee1de3-465a-4075-8502-95d870e485da · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.387565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.079150Z digest=sha256:bac6e9a2ea57520dbdb60ed84fc2144b33081c5d281976623c01f4ec1a5b3a96

Observation 834bc4d0-ca4e-47b5-bb39-beab76390c58 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.377890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.082713Z digest=sha256:47d9239405cf9727bebb7a0806d7e7d910fce57e1593bc92afd57eaa2cd92c46

Observation 0fdff89b-2c19-4544-b2a1-dd6754e5a614 · outbound

This paper cites Boettiger, N.

Unsupervised learning for anticipating critical transitions Boettiger, N

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.367781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.086045Z digest=sha256:49901fbb6075a6aa3eadcf61e46ef1e91043d94790d916a663188ed3a671cf4e

Observation 1e4c950c-ed13-4516-8e09-326d14bfe408 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.357999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.089494Z digest=sha256:88526d509995639b74a94827717e36bc2ed008043d98f496a4a9251c28f1df36

Observation a8ad4c88-9fb9-4db3-b5e2-bf4e354fadb3 · outbound

This paper cites Boers, Early-warning signals for dansgaard-oeschger events in a high-resolution ice core record, Nat.

Unsupervised learning for anticipating critical transitions Boers, Early-warning signals for dansgaard-oeschger events in a high-resolution ice core record, Nat

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.348678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.092915Z digest=sha256:c8c2cca0b8874b47f8b8cd937afa379d7e67e7ffefba75c195994fca1bcba835

Observation 911b3f0c-1a7a-4ed6-9875-5b1d1b775010 · outbound

This paper cites Zhang, P.

Unsupervised learning for anticipating critical transitions Zhang, P

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.338006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.096364Z digest=sha256:24a5d3e48585a5781cf6ac6fe8a31589e189d7ed565f95bab1a4bcc841568547

Observation 81411560-a6ff-4dc8-953e-9e479b469760 · outbound

This paper cites Rudin, Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead, Nat.

Unsupervised learning for anticipating critical transitions Rudin, Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead, Nat

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.327853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.099481Z digest=sha256:de3823588874d6f9bde553185bca711136fa2e485883dbe90cd4eb01148bc20f

Observation 7850623f-1f4f-4a63-91f6-bf05be0f4794 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.316336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.102584Z digest=sha256:3a9261cc9afb3f16c7a19d6b88c3b80e59a77cf99d494042b56d6698b7bcf050

Observation 2c3fb365-f242-4e13-884d-90252abc398a · outbound

This paper cites Goodfellow, Y.

Unsupervised learning for anticipating critical transitions Goodfellow, Y

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.304234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.105340Z digest=sha256:2646d42936891b2a520be97dcb6088cb246ca88b77823e44af8087d0e40ebf3a

Observation 65319dd1-5634-40a3-bf8d-c7da8fe54638 · outbound

This paper cites Auto-Encoding Variational Bayes.

Unsupervised learning for anticipating critical transitions Auto-Encoding Variational Bayes

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:28.108394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:28.108394Z digest=sha256:4ea060e0b58d3f2877f66bfd2b052cdb4a5a5dbe971ce71876f80a952ad76cda

Observation e9355e27-1fc8-4528-8a3c-1a97f921da66 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.293751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.111265Z digest=sha256:f716ec9bd381e1ae0974d69e8fac2b74f79a9c2d5273e7d302e927cb15c18bbd

Observation 7584d9a9-68c3-43ac-9bbf-80f1398a052c · outbound

This paper cites Manjunath and H.

Unsupervised learning for anticipating critical transitions Manjunath and H

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.282409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.114103Z digest=sha256:4f59b11a3f0f058e8a3b11283f5611b380441b55f64dfdc92e1793f88764b4ec

Observation 48e1d31b-5d23-4a4c-88bf-f717a9af88c9 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.271955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation cc70a916-6e70-48d4-a2ec-9f2f47a61141 · outbound

This paper cites McCann and P.

Unsupervised learning for anticipating critical transitions McCann and P

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.260793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 5fec94ce-1782-4dd1-bc97-2f8a9f6db207 · outbound

This paper cites Bergstra, R.

Unsupervised learning for anticipating critical transitions Bergstra, R

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.249083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 6633fbc6-205a-41e9-ae67-fca37fd3291a · outbound

This paper cites Bergstra and Y.

Unsupervised learning for anticipating critical transitions Bergstra and Y

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.238203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation cb31a02c-00ea-48e5-ba12-f49332ca923f · outbound

This paper cites Neural Architecture Search with Reinforcement Learning.

Unsupervised learning for anticipating critical transitions Neural Architecture Search with Reinforcement Learning

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-10T22:31:28.129984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:31:28.129984Z digest=sha256:5bf1c3771402c9f91047e0a2c6a7fb4e7f5c7a5ad8ce3349a97fbee5fcd8856a

Observation d46907c8-5122-49c3-8534-7d4472d11740 · outbound

This paper cites an unresolved cited work.

Unsupervised learning for anticipating critical transitions Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:31:28.227107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.134214Z digest=sha256:0b435eed972b61858d7c3dc6346f82e026395a08eaf32c1c4d99e5c89f47ad6c

Observation 2227e352-627c-4ed3-9498-210b76bdc03c · outbound

This paper cites Breiman, Random forests, Mach.

Unsupervised learning for anticipating critical transitions Breiman, Random forests, Mach

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:31:28.214678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:31:28.137791Z digest=sha256:e62a51542df0427d5e536dad240b4a69cb61a2a7cf9c7cbef68df4873b32c03b

Pith citing papers

Observation f06f90f1-868e-405c-b84b-79ab5f0f7bb5 · inbound

Tailored Forecasting from Short Time Series via Meta-learning cites this paper.

Tailored Forecasting from Short Time Series via Meta-learning Unsupervised learning for anticipating critical transitions

Reference 33

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T13:36:17.082417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-10T13:36:16.071180Z digest=sha256:670bc9c096a66b44a87db9c8d13c77caef99cb4cf8851fd2534d5acdb68f1f20