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Paper Citation Record · LEDGER

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing

As of 16 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:1908.03771.

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

pith.paper-citation-record.v1
1908.03771 v5

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:07:46.867080Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

15 of 15 outbound references displayed

  • verified exact3
  • verified fuzzy5
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b3a19c0f-356f-44d7-9071-0b067fe86c80 · outbound

This paper cites A GARWAL AND J.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing A GARWAL AND J

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:07:47.096027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.802576Z digest=sha256:093b1d3e6d53e362b5f72e7ff0c8c503bba0db49077e85b67a20df2b8a5c08a7

Observation 83ce6f40-b95f-44fa-814b-22b2bbdb09cb · outbound

This paper cites Discrete-time signatures and randomness in reservoir computing.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing Discrete-time signatures and randomness in reservoir computing

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-14T14:07:46.977264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.815394Z digest=sha256:94d640d4ee548712b659d3d7273943b258f22ab0472c3d8f4bee48219755d7b2

Observation a7d10cfe-e231-4d80-a506-05fa271b8558 · outbound

This paper cites an unresolved cited work.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing Unresolved cited work

Reference 223

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:07:47.047123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.831388Z digest=sha256:955882ed116e82e0aa2d53e24d7cec33a5e359512ff90e0a0b3417f9aceef54d

Observation 22345508-858e-49b6-9a37-7cae54d21d74 · outbound

This paper cites EISENMAN AND J.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing EISENMAN AND J

Reference 503

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:07:47.059149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.820415Z digest=sha256:9cdf2fea5e7b907a6863dc007763cdfb56393399416a65b23cc79ef06d01eb2f

Observation 979ef98f-38c6-4c4a-bc55-482a3d342561 · outbound

This paper cites Risk bounds for reservoir computing.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing Risk bounds for reservoir computing

Reference 865

Resolution
verified exact
local_arxiv, observed 2026-08-14T14:07:46.948032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.841133Z digest=sha256:0425486bceaf7c781440548a2e4f10d45f0cc92f2c9aae5ab8f6ef142fe335c7

Observation 90caf324-2ece-4527-8418-95696f4e49b3 · outbound

This paper cites Deep Echo State Network (DeepESN): A Brief Survey.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing Deep Echo State Network (DeepESN): A Brief Survey

Reference 1009

Resolution
unresolved
no resolver link, observed 2026-08-14T14:07:46.825312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:07:46.825312Z digest=sha256:913683a9bc13ee4d44ce0592ec0baf2bc0ef7c2076e6bb3453d10a6c831897bb

Observation 7598b7cd-16e6-45d4-baf4-5e3d47c6e1c3 · outbound

This paper cites How to Construct Deep Recurrent Neural Networks.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing How to Construct Deep Recurrent Neural Networks

Reference 1361

Resolution
unresolved
no resolver link, observed 2026-08-14T14:07:46.863273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:07:46.863273Z digest=sha256:c8f4795b0419dbce910f6b1578e055cece9c999fd47a90ffd334326b61a8363f

Observation 3506e41b-e594-4e69-807e-8c5bec598609 · outbound

This paper cites an unresolved cited work.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing Unresolved cited work

Reference 1996

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:07:47.004367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.855243Z digest=sha256:668ad7d6a68afb6ffe82f527379616dd47e87335130367eb950f803631ea920c

Observation dc05a8dc-1c45-465a-b3e9-1c2a7063f4ed · outbound

This paper cites Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory

Reference 2002

Resolution
verified exact
local_arxiv, observed 2026-08-14T14:07:46.930815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.850783Z digest=sha256:f724c3827de34f06ac58a97418a7c44c473fc9ac4bc3cf1e637a4c246b3a0f32

Observation 2497e002-66e3-49d4-9c33-b02fd0aacc7f · outbound

This paper cites B ERNER , U.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing B ERNER , U

Reference 2006

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:07:47.071426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.810848Z digest=sha256:6a95d9bf050fba37e1daddbdf93d040fe4f4f530ed8f5915eee0d5a491c915cc

Observation 142581f6-fab6-43e8-b118-c1a7557130ad · outbound

This paper cites Physics Informed Deep Learning (Part I): Data-driven Solutions of Nonlinear Partial Differential Equations.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing Physics Informed Deep Learning (Part I): Data-driven Solutions of Nonlinear Partial Differential Equations

Reference 2008

Resolution
unresolved
no resolver link, observed 2026-08-14T14:07:46.867080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:07:46.867080Z digest=sha256:1057dc7758b84286fc1cff8f2dac1eaf13e492907232774d930b24417df1a5e3

Observation fec21513-0ee7-494e-8dc0-1bb0aa924626 · outbound

This paper cites an unresolved cited work.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing Unresolved cited work

Reference 2016

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:07:47.019214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.846034Z digest=sha256:18e423c85b3bdf5b64a9770e3f25cc470771e5968564923f97c7e4e5fa6a1c60

Observation f6aa2dcf-ddba-4cfd-a885-0760fb5bdc12 · outbound

This paper cites B ECK, Brownian motion from deterministic dynamics, Physica A: Sta- tistical Mechanics and its Applications, 169 (1990), pp.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing B ECK, Brownian motion from deterministic dynamics, Physica A: Sta- tistical Mechanics and its Applications, 169 (1990), pp

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:07:47.084213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.806902Z digest=sha256:149c7cbe75bde110b3110bf7a1c083e3f4f97c47b9836e03227b2a8712963a7a

Observation a80bb91a-ed99-4253-89e4-fdf06470ebff · outbound

This paper cites an unresolved cited work.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing Unresolved cited work

Reference 4950

Resolution
unresolved
raw_fallback, observed 2026-08-14T14:07:46.990858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.859681Z digest=sha256:22873550e3211473b30be330cdf1cdf11061b162270e0e9675f4563e0c6b07fd

Observation 3e601a2a-8d0c-4618-bda5-73cf3a7c82e9 · outbound

This paper cites G ASPARD , M.

Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing G ASPARD , M

Reference 5166

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:07:47.033091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T14:07:46.836890Z digest=sha256:c910d4baefbac7867eb7d5731a4847c01d37ff5ad29c6cb1313fe2f871abf9b9

Pith citing papers

No inbound Pith citation observations are available.