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Paper Citation Record · LEDGER

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator

As of 18 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2412.01085.

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

pith.paper-citation-record.v1
2412.01085 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:45:44.494483Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

28 of 28 outbound references displayed

  • verified exact2
  • verified fuzzy21
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 274e2802-97ff-4a80-a468-4f010c6cd795 · outbound

This paper cites Galerkin approximations of the generalized H amilton- J acobi- B ellman equation.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Galerkin approximations of the generalized H amilton- J acobi- B ellman equation

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation ae79e9eb-5408-4787-9cc7-6ce764f93b9a · outbound

This paper cites Approximate solutions to the time-invariant H amilton-- J acobi-- B ellman equation.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Approximate solutions to the time-invariant H amilton-- J acobi-- B ellman equation

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 64961f8b-cf36-4970-8d9c-dedead810ba1 · outbound

This paper cites Improving the Closed-Loop Performance of Nonlinear Systems.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Improving the Closed-Loop Performance of Nonlinear Systems

Reference 3

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.420518Z digest=sha256:c429d4050ca64015524c94df1c66e65b616c49ea76f50074d847529994d6b937

Observation 22a25aef-7509-4f8d-81ac-1ca58c39cad1 · outbound

This paper cites Bellman, R.E.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Bellman, R.E

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T04:45:44.423679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:45:44.423679Z digest=sha256:fd8340ea812ec6e760cca212f17088c6070becc2415c8b8d80af131a947c625c

Observation 8671a0c4-899f-479c-a611-59ae865f3b5e · outbound

This paper cites A piecewise learning framework for control of unknown nonlinear systems with stability guarantees.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator A piecewise learning framework for control of unknown nonlinear systems with stability guarantees

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 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.427004Z digest=sha256:fa3b39421f28a8093e5f50260448f587bac97e357290b864006e3ae999351ec9

Observation e7406a32-0146-451c-a334-f3b15d0055f3 · outbound

This paper cites an unresolved cited work.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Unresolved cited work

Reference 6

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unresolved
raw_fallback, observed 2026-08-12T04:45:44.701240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.430346Z digest=sha256:06747b03cf6d940a54b9946c59776a34a44070eb0ee3f9cff1897cc9dd3e5288

Observation 52b3c167-0065-4ce4-acda-52114ffde1e4 · outbound

This paper cites Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.693110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.433651Z digest=sha256:1f2bc3d97b7b57529cf55507c0dbe20c0f670839b8ac9ec21f97aeb00c8bc099

Observation baa08dc7-24af-49ba-b4e2-a2d7bd5b2bb0 · outbound

This paper cites Robust adaptive dynamic programming and feedback stabilization of nonlinear systems.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Robust adaptive dynamic programming and feedback stabilization of nonlinear systems

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.684315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.436559Z digest=sha256:434a80311f69f1a8f3fccbaa15e424e8a53ac18902c68799b5a372a4b2227f0e

Observation 2cba767e-afa3-4c01-a338-67dde49a83d6 · outbound

This paper cites Robust Adaptive Dynamic Programming.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Robust Adaptive Dynamic Programming

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.439718Z digest=sha256:3645136d15edfda61950c79cba5404e0f2172d4faa990ddde1f48c24ff4bb528

Observation 1710e8af-c5e4-47b0-92b5-70763134613b · outbound

This paper cites an unresolved cited work.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Unresolved cited work

Reference 10

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 1aa00837-cc84-41c9-af1c-e325cab0ee53 · outbound

This paper cites Hamiltonian systems and transformation in Hilbert space.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Hamiltonian systems and transformation in Hilbert space

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.445486Z digest=sha256:9467cdf5af49becca35aa216c61e6c623728214a20146a2582a9e3c4cae9efd8

Observation 6803942f-0ede-4ea0-aad6-7429b4bbad40 · outbound

This paper cites On convergence of extended dynamic mode decomposition to the K oopman operator.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator On convergence of extended dynamic mode decomposition to the K oopman operator

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.653310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.448309Z digest=sha256:77be145280604e60fcfa6cb4a4e3cc4b467c009412bf08be2ee10089138b898f

Observation b76a9b86-1e54-44de-b942-9ccd87394680 · outbound

This paper cites Linear predictors for nonlinear dynamical systems: K oopman operator meets model predictive control.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Linear predictors for nonlinear dynamical systems: K oopman operator meets model predictive control

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.645894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e8fd9acb-7b1d-4e50-8cb8-b7e9d56f2765 · outbound

This paper cites Construction of suboptimal control sequences.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Construction of suboptimal control sequences

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.636595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.455004Z digest=sha256:47a0255d611652b263c94ff546e09fe26fe13a1877c75df082381260a7b887bc

Observation bdd69ae5-307a-4294-b327-f145f6bdd1fd · outbound

This paper cites Physics-Informed Neural Network Lyapunov Functions: PDE Characterization, Learning, and Verification.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Physics-Informed Neural Network Lyapunov Functions: PDE Characterization, Learning, and Verification

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:45:44.531958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.457797Z digest=sha256:6be969dcf1a95024279ab3202c66e18d31d7854f4927bdfaeada99a7df3babe3

Observation cebf75df-e79f-494e-85df-41ececa970db · outbound

This paper cites Koopman-based lifting techniques for nonlinear systems identification.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Koopman-based lifting techniques for nonlinear systems identification

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.627991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.461100Z digest=sha256:a202628169184785a701472e7d4473e730e47ddaac126992618e5cee225c7d65

Observation 73e14d09-22e2-4b42-b7a6-b4614d82ebba · outbound

This paper cites The Koopman Operator in Systems and Control: Concepts, Methodologies, and Applications, volume 484.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator The Koopman Operator in Systems and Control: Concepts, Methodologies, and Applications, volume 484

Reference 17

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verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.619224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.463865Z digest=sha256:3fe54ba372ca89b7b81c446b33004a3d2baa12700e452d2f5b49d3bbf1cf80d3

Observation d1111784-07e3-47a7-afc4-9fd95a63d95a · outbound

This paper cites Physics-informed neural network policy iteration: Algorithms, convergence, and verification.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Physics-informed neural network policy iteration: Algorithms, convergence, and verification

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.610926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.466609Z digest=sha256:3aaab233e9adc5a40f6f0e7d2b982e22de219a269db2ec4da158b40448292ecb

Observation d03b4287-6136-49c0-abe1-cba338807f52 · outbound

This paper cites Koopman-Based Learning of Infinitesimal Generators without Operator Logarithm.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Koopman-Based Learning of Infinitesimal Generators without Operator Logarithm

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:45:44.521121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.469406Z digest=sha256:e69456eb768656506a52f5697880c07ced5f17962b46f8504a14d63c01159b27

Observation 74bc4a16-7539-4d2f-95b1-7665b85d0cc8 · outbound

This paper cites An approximation theory of optimal control for trainable manipulators.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator An approximation theory of optimal control for trainable manipulators

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.602168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.472451Z digest=sha256:db1e05eb3084cfa1b3b38d6c2fbb043db518b3991ffc7c887fd62f0f666e1f6d

Observation b6a044c1-eb84-42fe-a2d9-793b07d7e406 · outbound

This paper cites Dynamic mode decomposition of numerical and experimental data.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Dynamic mode decomposition of numerical and experimental data

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-12T04:45:44.475368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:45:44.475368Z digest=sha256:3eab3dd3702e09bfc890e5a8c53052af2fddbbe07ee29a35361ed6063abebb37

Observation 81e16fef-0766-4201-9150-375eaaa07322 · outbound

This paper cites Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T04:45:44.478311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:45:44.478311Z digest=sha256:08f13f8ac3467de31fbe943d5e0ddf14b3442f420e7c34c292505c9149b9f6a7

Observation fad415ee-cf9b-43ff-9c3d-29d042dd37a0 · outbound

This paper cites A data--driven approximation of the K oopman operator: Extending dynamic mode decomposition.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator A data--driven approximation of the K oopman operator: Extending dynamic mode decomposition

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.583134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.481178Z digest=sha256:2601e420bcdb5415b19c585989afedf9500c08def7e0595502d3d34d47e22ced

Observation 59534bec-c8da-40bd-8f73-ec2423fe5b4b · outbound

This paper cites A sampling theorem for exact identification of continuous-time nonlinear dynamical systems.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator A sampling theorem for exact identification of continuous-time nonlinear dynamical systems

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.574542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.483903Z digest=sha256:388d0d8ce48b1c003799ebe5739cfff9bd8a40947110b9344f99bbe02ed0516d

Observation d3dd3c35-314a-41bc-b198-a8f1efda440d · outbound

This paper cites A generalized N yquist- S hannon sampling theorem using the K oopman operator.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator A generalized N yquist- S hannon sampling theorem using the K oopman operator

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.565884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.486423Z digest=sha256:5e331a5aac52cf08835654f46019157047fb3b80a4988ed0f19ccce85c468019

Observation 1bc745b7-b225-4ae2-b716-e58b2f0038ea · outbound

This paper cites A sampling theorem for exact identification of continuous-time nonlinear dynamical systems.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator A sampling theorem for exact identification of continuous-time nonlinear dynamical systems

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.556858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.489128Z digest=sha256:dfc41151c1caf026023c606b903c80f9aa6357ecb0466dbdd0b861df76b60d01

Observation f5103b3e-27d2-45e5-9d0c-7273a8e1a360 · outbound

This paper cites Data-driven optimal control of unknown nonlinear dynamical systems using the K oopman operator.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Data-driven optimal control of unknown nonlinear dynamical systems using the K oopman operator

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.548308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.491699Z digest=sha256:5e44aa4b22c6d859b5f3ae2e53f21d6da7b758400453731d7cb023dbf8171af6

Observation a229b12c-cfa2-45d5-ba7b-13f6a3fdf154 · outbound

This paper cites Physics-informed extreme learning machine L yapunov functions.

Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator Physics-informed extreme learning machine L yapunov functions

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:45:44.539927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-12T04:45:44.494483Z digest=sha256:f66a533ce8911c570bc721d44e32ec340622228ce65811da2c9c2773c95046b0

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