Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T16:07:38.251127Z
Paper Citation Record · LEDGER
On the Generalisation of Koopman Representations for Chaotic System Control
As of 6 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2508.18954.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
52 of 52 outbound references displayed
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- unresolved13
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 719e57fb-ab4d-4030-8b5a-ec57cd1b4962 · outbound
This paper cites Learning chaotic dynamics by neural networks.
On the Generalisation of Koopman Representations for Chaotic System Control Learning chaotic dynamics by neural networks
Reference 1
- Resolution
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Source-reported events for the cited work
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Observation 81a749db-95b3-454d-a4f9-88d68602f235 · outbound
This paper cites Hamiltonian Systems and Transformation in Hilbert Space.
On the Generalisation of Koopman Representations for Chaotic System Control Hamiltonian Systems and Transformation in Hilbert Space
Reference 2
- Resolution
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Source-reported events for the cited work
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Observation 9820e707-9483-4522-9436-e7cb5e4a2dbd · outbound
This paper cites Applied koopmanism.
On the Generalisation of Koopman Representations for Chaotic System Control Applied koopmanism
Reference 3
- Resolution
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Source-reported events for the cited work
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Observation d717ab50-e290-439e-abc8-52920f23c2a6 · outbound
This paper cites Transformers for modeling physical systems.
On the Generalisation of Koopman Representations for Chaotic System Control Transformers for modeling physical systems
Reference 4
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 66edf371-4ef8-42b0-b4d7-b6cbf4d084aa · outbound
This paper cites an unresolved cited work.
On the Generalisation of Koopman Representations for Chaotic System Control Unresolved cited work
Reference 5
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Source-reported events for the cited work
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Observation 3249834e-701e-4a34-ac99-b402864117a0 · outbound
This paper cites Attention is all you need.
On the Generalisation of Koopman Representations for Chaotic System Control Attention is all you need
Reference 6
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8ec2e621-34e2-4e44-b814-b64b8ea8177b · outbound
This paper cites Universal Language Model Fine-tuning for Text Classification.
On the Generalisation of Koopman Representations for Chaotic System Control Universal Language Model Fine-tuning for Text Classification
Reference 7
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33cd442e-42ef-4823-9db5-c601f685c826 · outbound
This paper cites Improving language un- derstanding by generative pre-training.
On the Generalisation of Koopman Representations for Chaotic System Control Improving language un- derstanding by generative pre-training
Reference 8
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1f012b90-24d0-44e1-bb42-282086d21c4b · outbound
This paper cites Robot learning with sensorimotor pre-training.
On the Generalisation of Koopman Representations for Chaotic System Control Robot learning with sensorimotor pre-training
Reference 9
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 30e1f064-cc96-4c8f-8cd0-f351e901ed20 · outbound
This paper cites Dynamics of partial control.
On the Generalisation of Koopman Representations for Chaotic System Control Dynamics of partial control
Reference 10
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cac1d91b-5749-4d21-92f4-4daec89a25b0 · outbound
This paper cites Partially controlling transient chaos in the Lorenz equations.
On the Generalisation of Koopman Representations for Chaotic System Control Partially controlling transient chaos in the Lorenz equations
Reference 11
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 47e49a04-354b-4ec5-a687-f472f90ccf60 · outbound
This paper cites AI-driven control of chaos: A transformer-based approach for dynami- cal systems.
On the Generalisation of Koopman Representations for Chaotic System Control AI-driven control of chaos: A transformer-based approach for dynami- cal systems
Reference 12
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bf87b103-5368-4f2a-832b-1eebbbd29b1e · outbound
This paper cites Deterministic Nonperiodic Flow 1.
On the Generalisation of Koopman Representations for Chaotic System Control Deterministic Nonperiodic Flow 1
Reference 13
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7f99ff95-4d6e-4c6f-9310-f171a72d031a · outbound
This paper cites Modeling the dynamics of PDE systems with physics- constrained deep auto-regressive networks.
On the Generalisation of Koopman Representations for Chaotic System Control Modeling the dynamics of PDE systems with physics- constrained deep auto-regressive networks
Reference 14
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e3c90d88-41eb-4d85-b70c-7889049a9236 · outbound
This paper cites On the concept of attractor.
On the Generalisation of Koopman Representations for Chaotic System Control On the concept of attractor
Reference 15
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 678e4f05-bb98-454d-975b-4126db42f965 · outbound
This paper cites A data–driven approximation of the koopman operator: Extending dynamic mode decomposition.
On the Generalisation of Koopman Representations for Chaotic System Control A data–driven approximation of the koopman operator: Extending dynamic mode decomposition
Reference 16
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ee662f8c-45c2-4eb0-aef6-e1737a330f3a · outbound
This paper cites Relational inductive biases, deep learning, and graph networks.
On the Generalisation of Koopman Representations for Chaotic System Control Relational inductive biases, deep learning, and graph networks
Reference 17
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c21e478f-5a3a-4de1-808b-5f8607ad7945 · outbound
This paper cites Physics-Informed Koopman Net- work for time-series prediction of dynami- cal systems.
On the Generalisation of Koopman Representations for Chaotic System Control Physics-Informed Koopman Net- work for time-series prediction of dynami- cal systems
Reference 18
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3b7b1447-6439-40b6-b15a-e4a75d6ef1c6 · outbound
This paper cites Curriculum Learning.
On the Generalisation of Koopman Representations for Chaotic System Control Curriculum Learning
Reference 19
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1096b1e9-6f57-4eb4-94ec-03d89b55d088 · outbound
This paper cites Transfer learning for nonlinear dynamics and its application to fluid turbulence.
On the Generalisation of Koopman Representations for Chaotic System Control Transfer learning for nonlinear dynamics and its application to fluid turbulence
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 2026-08-06T06:34:29.942622+00:00.
Observation 0600b0d7-2402-4265-998d-4129cbfd91c7 · outbound
This paper cites Three-dimensional ESRGAN for super-resolution reconstruction of turbulent flows with tricubic interpolation- based transfer learning.
On the Generalisation of Koopman Representations for Chaotic System Control Three-dimensional ESRGAN for super-resolution reconstruction of turbulent flows with tricubic interpolation- based transfer learning
Reference 21
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f7ac65ff-abe0-4b3c-866b-cdad12fd0d4c · outbound
This paper cites Language mod- els are unsupervised multitask learners.
On the Generalisation of Koopman Representations for Chaotic System Control Language mod- els are unsupervised multitask learners
Reference 22
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation c7ce590c-e8c1-4d96-9e5e-0c6782d1841b · outbound
This paper cites On layer normalization in the trans- former architecture.
On the Generalisation of Koopman Representations for Chaotic System Control On layer normalization in the trans- former architecture
Reference 23
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2730b3ce-2a87-4274-a495-27d493b99fb1 · outbound
This paper cites A learning al- gorithm for continually running fully recurrent neural networks.
On the Generalisation of Koopman Representations for Chaotic System Control A learning al- gorithm for continually running fully recurrent neural networks
Reference 24
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c53945ce-6bef-4e87-9775-90b00801ebe4 · outbound
This paper cites Phantom oscillations in principal component analysis.
On the Generalisation of Koopman Representations for Chaotic System Control Phantom oscillations in principal component analysis
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 2026-08-06T06:34:29.942622+00:00.
Observation 03ef0a2e-65b9-42c0-a40a-d13cdc3b24aa · outbound
This paper cites an unresolved cited work.
On the Generalisation of Koopman Representations for Chaotic System Control Unresolved cited work
Reference 26
- Resolution
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Source-reported events for the cited work
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Observation 62fed98e-cfed-4a6e-901f-aced955e7815 · outbound
This paper cites Individual comparisons by rank- ing methods.
On the Generalisation of Koopman Representations for Chaotic System Control Individual comparisons by rank- ing methods
Reference 27
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 72b02d01-6544-4bf2-b7e4-236badc13b5b · outbound
This paper cites Multiple Comparisons Among Means.
On the Generalisation of Koopman Representations for Chaotic System Control Multiple Comparisons Among Means
Reference 28
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9aa470dd-aff7-4421-8e57-caa0a43b7f6f · outbound
This paper cites Stable and unstable regions of the Lorenz system.
On the Generalisation of Koopman Representations for Chaotic System Control Stable and unstable regions of the Lorenz system
Reference 29
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation e5349e2b-b0f6-48c9-9826-71e707b3bf70 · outbound
This paper cites Learn- ing chaotic dynamics with embedded dissipa- tivity.
On the Generalisation of Koopman Representations for Chaotic System Control Learn- ing chaotic dynamics with embedded dissipa- tivity
Reference 30
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e515b366-a8f2-4f0e-8f9e-e3f17f195957 · outbound
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On the Generalisation of Koopman Representations for Chaotic System Control Sabatelli
Reference 31
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7ae13d29-204f-4036-9037-ce81fc4b14d4 · outbound
This paper cites Con- trol barrier functions: Theory and applica- tions.
On the Generalisation of Koopman Representations for Chaotic System Control Con- trol barrier functions: Theory and applica- tions
Reference 32
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 578dd40c-d1c7-4fa9-b51e-2f381540aee7 · outbound
This paper cites SciPy 1.0: Fundamental Algorithms for Scientific Com- puting in Python.
On the Generalisation of Koopman Representations for Chaotic System Control SciPy 1.0: Fundamental Algorithms for Scientific Com- puting in Python
Reference 33
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecfaca01-a459-413d-a718-8d62a8321c6d · outbound
This paper cites Fehlberg.
On the Generalisation of Koopman Representations for Chaotic System Control Fehlberg
Reference 34
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8978bfbb-e6d3-4961-8775-8766825a0bc0 · outbound
This paper cites Rectified Lin- ear Units Improve Restricted Boltzmann Ma- chines.
On the Generalisation of Koopman Representations for Chaotic System Control Rectified Lin- ear Units Improve Restricted Boltzmann Ma- chines
Reference 35
- Resolution
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Source-reported events for the cited work
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Observation 19e719cd-6aca-4bf3-833d-5e13eeca9e0b · outbound
This paper cites Gaussian Error Linear Units (GELUs).
On the Generalisation of Koopman Representations for Chaotic System Control Gaussian Error Linear Units (GELUs)
Reference 36
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca3689ec-dafa-453b-84e7-40400dc975ee · outbound
This paper cites Optuna: A Next-Generation Hy- perparameter Optimization Framework.
On the Generalisation of Koopman Representations for Chaotic System Control Optuna: A Next-Generation Hy- perparameter Optimization Framework
Reference 37
- Resolution
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Source-reported events for the cited work
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Observation 99e62fd7-93fa-45f1-bb60-1cee4a64043f · outbound
This paper cites Algorithms for Hyper-Parameter Opti- mization.
On the Generalisation of Koopman Representations for Chaotic System Control Algorithms for Hyper-Parameter Opti- mization
Reference 38
- Resolution
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Source-reported events for the cited work
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Observation 305bff7a-9813-4366-81b7-a05a59c2632c · outbound
This paper cites Adam: A Method for Stochastic Optimization.
On the Generalisation of Koopman Representations for Chaotic System Control Adam: A Method for Stochastic Optimization
Reference 39
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6c1e12c-19c8-4fc7-be23-d6244466befc · outbound
This paper cites Decoupled Weight Decay Regularization.
On the Generalisation of Koopman Representations for Chaotic System Control Decoupled Weight Decay Regularization
Reference 40
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1d65bc5-2210-431f-a851-a3bbc4294d86 · outbound
This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Li- brary.
On the Generalisation of Koopman Representations for Chaotic System Control PyTorch: An Imperative Style, High-Performance Deep Learning Li- brary
Reference 41
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b09484c5-035d-45e7-8fa5-606c16766fed · outbound
This paper cites Zaharia et al.
On the Generalisation of Koopman Representations for Chaotic System Control Zaharia et al
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:07:38.751463Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6494b128-676e-41a9-b151-17a2ca675985 · outbound
This paper cites They are obtained by applying a Principal Component Analysis (PCA) transformation to the original state vector s.
On the Generalisation of Koopman Representations for Chaotic System Control They are obtained by applying a Principal Component Analysis (PCA) transformation to the original state vector s
Reference 46
- Resolution
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- raw_fallback, observed 2026-08-05T16:07:38.741784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d6a3841e-fd3f-415b-8038-3a2906cf7dae · outbound
This paper cites an unresolved cited work.
On the Generalisation of Koopman Representations for Chaotic System Control Unresolved cited work
Reference 47
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4e58fbf6-a241-4282-a37e-c72dd3476df4 · outbound
This paper cites an unresolved cited work.
On the Generalisation of Koopman Representations for Chaotic System Control Unresolved cited work
Reference 48
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78a973b3-a3ef-41fd-8dfb-5155e7d0d30e · outbound
This paper cites The sine and cosine of the phase an- gle.
On the Generalisation of Koopman Representations for Chaotic System Control The sine and cosine of the phase an- gle
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:07:38.720245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c06931a3-258f-4a6f-860c-1a40d9853502 · outbound
This paper cites an unresolved cited work.
On the Generalisation of Koopman Representations for Chaotic System Control Unresolved cited work
Reference 50
- Resolution
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- raw_fallback, observed 2026-08-05T16:07:38.710152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 388f516b-b625-4727-9c5e-3e3a4a31860c · outbound
This paper cites an unresolved cited work.
On the Generalisation of Koopman Representations for Chaotic System Control Unresolved cited work
Reference 51
- Resolution
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- raw_fallback, observed 2026-08-05T16:07:38.700195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5b62774d-7961-464f-9108-94d0ec050499 · outbound
This paper cites an unresolved cited work.
On the Generalisation of Koopman Representations for Chaotic System Control Unresolved cited work
Reference 52
- Resolution
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- raw_fallback, observed 2026-08-05T16:07:38.690381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9213c28c-d2ef-4605-98ad-bffdb20760fb · outbound
This paper cites The goal is to keep the system’s trajectory within this region even when affected by bounded disturbances.
On the Generalisation of Koopman Representations for Chaotic System Control The goal is to keep the system’s trajectory within this region even when affected by bounded disturbances
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T16:07:38.679871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b197132a-7efe-4ead-a178-3e8730219e8b · outbound
This paper cites org / P18-1031/.
On the Generalisation of Koopman Representations for Chaotic System Control org / P18-1031/
Reference 1031
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1ad840ed-fa6d-4b23-b8ee-45b46dc29043 · outbound
This paper cites an unresolved cited work.
On the Generalisation of Koopman Representations for Chaotic System Control Unresolved cited work
Reference 2631
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Source-reported events for the cited work
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Pith citing papers
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