Paper Citation Record · LEDGER

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems

As of 8 August 2026, this Paper Citation Record lists 100 of 180 outbound references and 3 inbound Pith citation observations for arXiv:2505.18621.

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

pith.paper-citation-record.v1
2505.18621 v1

Coverage vector

measured 100 of 180 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:31:36.535807Z

measured 103 of 103 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:01:09.518190Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T15:01:42.486380Z

Reference resolution

100 of 180 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4d17a67-9513-482c-a217-94b6e1c89243 · outbound

This paper cites Information theory and statistical mechanics.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Information theory and statistical mechanics

Reference 1

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Observation 0fda8728-5c30-4b7b-9ce9-f8d98afee35d · outbound

This paper cites Weitere studien über das wärmegleichgewicht unter gasmolekülen, vol- ume 66.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Weitere studien über das wärmegleichgewicht unter gasmolekülen, vol- ume 66

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:28.500158Z

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Observation 222b3e69-1194-4cd6-a2e6-5b4004a36c18 · outbound

This paper cites Elementary principles in statistical mechanics: developed with especial reference to the rational foundations of thermodynamics.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Elementary principles in statistical mechanics: developed with especial reference to the rational foundations of thermodynamics

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:28.590016Z

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Observation 2fb5f1bf-72ee-4819-bda6-9f298b193638 · outbound

This paper cites Neural networks and physical systems with emergent collective computational abilities.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Neural networks and physical systems with emergent collective computational abilities

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:28.706249Z

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Observation 21e4811c-710d-4fbd-8cbe-fdb1e806e531 · outbound

This paper cites Carnegie-Mellon University, Department of Computer Science Pittsburgh, PA, 1984.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Carnegie-Mellon University, Department of Computer Science Pittsburgh, PA, 1984

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:28.837201Z

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Observation aade8443-85c2-46db-89d5-5b55905f3edd · outbound

This paper cites A learning algorithm for boltzmann machines.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems A learning algorithm for boltzmann machines

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:28.923836Z

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Observation 328b0567-237b-4013-b246-e8c7006258ff · outbound

This paper cites Learning and relearning in boltzmann machines.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Learning and relearning in boltzmann machines

Reference 7

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Observation 5d4999cf-164c-436d-a999-d49f125232af · outbound

This paper cites Training products of experts by minimizing contrastive divergence.Neural computation, 14(8):1771–1800, 2002.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Training products of experts by minimizing contrastive divergence.Neural computation, 14(8):1771–1800, 2002

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:29.144231Z

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Observation b9b7ac33-5c6e-41eb-a193-843938521545 · outbound

This paper cites A tutorial on energy-based learning.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems A tutorial on energy-based learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:29.234097Z

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Observation 58dfd9f5-095e-44fe-a9a8-f30d992d48e9 · outbound

This paper cites Implicit generation and modeling with energy based models.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Implicit generation and modeling with energy based models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:29.350282Z

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Observation eec1ec42-f43b-4f95-bda1-1ae664ad64b3 · outbound

This paper cites Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:29.479093Z

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Observation 26d5cc05-c5ae-432e-869a-1c2207ca4e5b · outbound

This paper cites Statistical mechanics: a set of lectures.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Statistical mechanics: a set of lectures

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:29.561893Z

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Observation 3a80a398-0758-4c73-8f4d-441d6e6f9253 · outbound

This paper cites Auto-Encoding Variational Bayes.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Auto-Encoding Variational Bayes

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:29.710415Z

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Observation 4c81f1fa-12e6-4a24-be80-fb2ae41fdaf9 · outbound

This paper cites Stochastic backpropagation and approximate inference in deep generative models.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Stochastic backpropagation and approximate inference in deep generative models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:29.831267Z

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Observation 7ac43710-646e-457d-a11d-332ccb8908f7 · outbound

This paper cites Improved variational inference with inverse autoregressive flow.Advances in neural informa- tion processing systems, 29, 2016.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Improved variational inference with inverse autoregressive flow.Advances in neural informa- tion processing systems, 29, 2016

Reference 15

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Observation db4a7077-3ec0-44f9-a88d-785ab0cda477 · outbound

This paper cites Variational diffusion models.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Variational diffusion models

Reference 16

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Observation 3d6f2fa8-52ed-41af-a125-27276f0ad640 · outbound

This paper cites Poisson variational autoencoder.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Poisson variational autoencoder

Reference 17

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Observation c591f4bd-cecd-44e9-acb6-b660f26b1471 · outbound

This paper cites Sur la théorie relativiste de l’électron et l’interprétation de la mécanique quantique.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Sur la théorie relativiste de l’électron et l’interprétation de la mécanique quantique

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:30.277569Z

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Observation b839d9ce-8db4-4708-aa5e-b96e7c3e74b3 · outbound

This paper cites Reciprocal relations in irreversible processes.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Reciprocal relations in irreversible processes

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:30.405659Z

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Observation cdebc8c7-8f30-4b68-88d5-d64d76555486 · outbound

This paper cites Diffusion schrödinger bridge with applications to score-based generative modeling.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Diffusion schrödinger bridge with applications to score-based generative modeling

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:30.509638Z

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Observation eb65a4c8-1614-4c45-ab5e-45158f4bac80 · outbound

This paper cites Deep unsuper- vised learning using nonequilibrium thermodynamics.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Deep unsuper- vised learning using nonequilibrium thermodynamics

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:30.641559Z

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Observation b0fd2014-56c5-4ff1-ba80-bdbb141f50b8 · outbound

This paper cites Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Denoising diffusion probabilistic models.Advances in neural information processing systems, 33:6840–6851, 2020

Reference 22

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Observation 947e4a61-3455-4d18-828e-6a674647f4d5 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Score-Based Generative Modeling through Stochastic Differential Equations

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:30.853479Z

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Observation 88352cae-fb35-4df0-a113-30607a420682 · outbound

This paper cites Correlation functions and computer simulations.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Correlation functions and computer simulations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:30.966222Z

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Observation 0ddfda32-1038-40a3-8fe3-3715bbe0039a · outbound

This paper cites Generative modeling by estimating gradients of the data distribution.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Generative modeling by estimating gradients of the data distribution

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:31.066520Z

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Observation a8799e69-348e-4c68-a123-be9fa6c5abbf · outbound

This paper cites Fp-diffusion: Improving score-based diffusion models by enforcing the underlying score fokker-planck equation.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Fp-diffusion: Improving score-based diffusion models by enforcing the underlying score fokker-planck equation

Reference 26

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Observation 5513fbe6-c266-4917-a3ff-cebc69e6b52b · outbound

This paper cites Poisson flow generative models.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Poisson flow generative models

Reference 27

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Observation 02d14366-4056-452d-a5f0-dc706db85ad9 · outbound

This paper cites Diffusion schrödinger bridge matching.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Diffusion schrödinger bridge matching

Reference 28

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Observation 2f395bf0-f7aa-47d9-9b25-5ba8b7bccf89 · outbound

This paper cites Transport meets Variational Inference: Controlled Monte Carlo Diffusions.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Transport meets Variational Inference: Controlled Monte Carlo Diffusions

Reference 29

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Observation 165d5388-bc7a-4b34-b280-eb449483fdd7 · outbound

This paper cites Escorted free energy simulations: Improving convergence by reducing dissipation.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Escorted free energy simulations: Improving convergence by reducing dissipation

Reference 30

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Observation cec6dafc-f7a7-4627-8ebe-0ce328903fa3 · outbound

This paper cites Jarzynski.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Jarzynski

Reference 31

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Observation f196fabe-9071-4176-bc9d-8391c1e032aa · outbound

This paper cites Entropy production along a stochastic trajectory and an integral fluctuation theorem.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Entropy production along a stochastic trajectory and an integral fluctuation theorem

Reference 32

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Observation 3e2bb9d1-ea4b-4247-a532-4765ff115ffc · outbound

This paper cites Density estimation using real nvp.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Density estimation using real nvp

Reference 33

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This paper cites Glow: Generative flow with invertible 1x1 convolutions.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Glow: Generative flow with invertible 1x1 convolutions

Reference 34

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Observation 5a9ba611-5393-4de0-b44b-48df10d327bc · outbound

This paper cites Ffjord: Free-form continuous dynamics for scalable reversible generative models.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Ffjord: Free-form continuous dynamics for scalable reversible generative models

Reference 35

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Observation b85df193-0d65-4172-bc77-8f8e6936b727 · outbound

This paper cites Pixel recurrent neural networks.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Pixel recurrent neural networks

Reference 36

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Observation 1699ecab-cde5-4b6a-a534-efa2e8e107b4 · outbound

This paper cites Attention is all you need.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Attention is all you need

Reference 37

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Observation e01863e9-6a24-4510-ba05-e083d51c74cd · outbound

This paper cites Improving language understanding by generative pre-training.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Improving language understanding by generative pre-training

Reference 38

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Observation f216206b-e7f3-4c9f-a9fa-ce422627a12a · outbound

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Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Generative adversarial nets

Reference 39

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Observation 4607ec01-8b19-4c15-a6ba-9c0548cbaf95 · outbound

This paper cites Statistical Physics: Volume 5, volume 5.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Statistical Physics: Volume 5, volume 5

Reference 40

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Observation 09ff50b8-d9c4-4186-8320-f5af0f578de0 · outbound

This paper cites Restricted boltzmann machines for collaborative filtering.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Restricted boltzmann machines for collaborative filtering

Reference 41

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This paper cites Statistical mechanics: A short treatise.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Statistical mechanics: A short treatise

Reference 42

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Observation 9b1908eb-b6ea-4b05-bcf1-2727ded16d25 · outbound

This paper cites Flow contrastive estimation of energy-based models.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Flow contrastive estimation of energy-based models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:32.425763Z

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Observation 2071236b-a219-4232-8a82-0c4c3003e7be · outbound

This paper cites On the anatomy of mcmc-based maximum likelihood learning of energy-based models.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems On the anatomy of mcmc-based maximum likelihood learning of energy-based models

Reference 44

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Observation caddd5cc-b2dc-47b9-bfad-3f409de60521 · outbound

This paper cites Equation of state calculations by fast computing machines.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Equation of state calculations by fast computing machines

Reference 45

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Observation 87beab37-ff0d-4759-a4e7-18e2384b159c · outbound

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Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Keith Hastings

Reference 46

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Observation 474991bb-935e-4c33-8ade-708dcdb20c15 · outbound

This paper cites Stochastic relaxation, gibbs distributions, and the bayesian restoration of images.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Stochastic relaxation, gibbs distributions, and the bayesian restoration of images

Reference 47

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Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Reflected diffusion models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:32.657552Z

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Observation 660e4fdc-e395-417a-ad04-1f6b8ef37335 · outbound

This paper cites Flow++: Improving flow-based generative models with variational dequantization and architecture design.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Flow++: Improving flow-based generative models with variational dequantization and architecture design

Reference 49

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Observation 7f3e71f2-2694-4735-98f6-633480374db7 · outbound

This paper cites Diffusion normalizing flow.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Diffusion normalizing flow

Reference 50

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Observation a70132c2-f655-484d-8a01-1ef9d794d85b · outbound

This paper cites Light and optimal schrödinger bridge matching.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Light and optimal schrödinger bridge matching

Reference 51

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Observation e7a20ae5-30f0-4a3f-b366-b02f4e1ffb12 · outbound

This paper cites Time, structure, and fluctuations.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Time, structure, and fluctuations

Reference 52

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Observation b4a1a6aa-daab-446c-a060-abf91d72bb45 · outbound

This paper cites Non-equilibrium statistical mechanics.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Non-equilibrium statistical mechanics

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:32.924243Z

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Observation 269c5a37-8068-415a-9450-b9d1fb578dc1 · outbound

This paper cites Equilibrium free-energy differences from nonequilibrium measure- ments: A master-equation approach.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Equilibrium free-energy differences from nonequilibrium measure- ments: A master-equation approach

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:32.961735Z

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Observation dd9aed96-2b63-4b14-a8a5-1b9b3a3ac03f · outbound

This paper cites Annealed importance sampling.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Annealed importance sampling

Reference 55

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Observation 6a71e5a4-f630-4ced-953c-28394ed9f3a8 · outbound

This paper cites Entropy production fluctuation theorem and the nonequilibrium work relation for free energy differences.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Entropy production fluctuation theorem and the nonequilibrium work relation for free energy differences

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.074413Z

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Observation 6049f35b-6dd4-4905-bd44-0b514a973d7f · outbound

This paper cites Representations of knowledge in complex systems.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Representations of knowledge in complex systems

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.116034Z

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Observation de50962e-614d-476c-91f0-4d361bd60bf6 · outbound

This paper cites Stochastic differential equations.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Stochastic differential equations

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.159938Z

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Observation ad4ff37d-257e-4138-b49b-1d7055452ea8 · outbound

This paper cites Closing the ODE-SDE gap in score-based diffusion models through the Fokker-Planck equation.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Closing the ODE-SDE gap in score-based diffusion models through the Fokker-Planck equation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.226200Z

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Observation 6d806730-2935-496d-be3a-14ab541f1154 · outbound

This paper cites A connection between score matching and denoising autoencoders.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems A connection between score matching and denoising autoencoders

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.360595Z

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Observation 9e76f50b-5f2c-4d38-adf4-720c72dd94fe · outbound

This paper cites Sliced score matching: A scalable approach to density and score estimation.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Sliced score matching: A scalable approach to density and score estimation

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.463814Z

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Observation 45451d5a-79a1-4f65-9f2d-f7ae082d1859 · outbound

This paper cites GenPhys: From Physical Processes to Generative Models.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems GenPhys: From Physical Processes to Generative Models

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.576782Z

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Observation 32fccc3d-743a-48a2-bb63-8a370fb9fbde · outbound

This paper cites Flow Matching for Generative Modeling.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Flow Matching for Generative Modeling

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.660952Z

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Observation 74a81106-d387-47a2-8843-ecec2503e8b8 · outbound

This paper cites A survey of the Schr\"odinger problem and some of its connections with optimal transport.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems A survey of the Schr\"odinger problem and some of its connections with optimal transport

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.723013Z

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Observation 3f655f96-3f3e-4372-97c3-162455a2b026 · outbound

This paper cites Optimal transport in systems and control.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Optimal transport in systems and control

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.822093Z

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Observation 1da4a50c-2c92-4425-9044-ea79e219b4cc · outbound

This paper cites beta-vae: Learning basic visual concepts with a constrained variational framework.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems beta-vae: Learning basic visual concepts with a constrained variational framework

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:33.921122Z

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Observation 9adff915-2866-4106-870c-51c2dc3e06e0 · outbound

This paper cites An introduction to variational methods for graphical models.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems An introduction to variational methods for graphical models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.018070Z

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Observation ba1f11f9-75ae-41d8-9100-30e1ae9dfc8d · outbound

This paper cites Information theory, inference and learning algorithms.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Information theory, inference and learning algorithms

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.081225Z

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Observation 0c8522db-a3e9-4706-9c1e-77d85e6baec3 · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems WaveNet: A Generative Model for Raw Audio

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.143637Z

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Observation e7968fa8-e983-4e87-b187-a59c031e8333 · outbound

This paper cites Generative pretraining from pixels.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Generative pretraining from pixels

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.221478Z

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Observation e7dfba10-b668-464b-9a3f-da58d0dd2a82 · outbound

This paper cites A neural probabilistic language model.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems A neural probabilistic language model

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.310651Z

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Observation 33b2db9e-d9ce-4a08-b877-d2819de958ec · outbound

This paper cites Generating text with recurrent neural networks.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Generating text with recurrent neural networks

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.352793Z

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Observation 5e7d034f-2d52-4b90-9861-feddd63bf804 · outbound

This paper cites Language models are few-shot learners.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Language models are few-shot learners

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.425402Z

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Observation 5a9ed73c-6ed8-45db-b5e8-81e3b25f49d1 · outbound

This paper cites Magvit: Masked generative video transformer.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Magvit: Masked generative video transformer

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.501015Z

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Observation 0fb207c1-7d0f-43aa-bf9b-dcb7c7fb19fb · outbound

This paper cites Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.559429Z

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Observation a7345157-ef13-4e39-9edb-aa805906fec4 · outbound

This paper cites Large Scale GAN Training for High Fidelity Natural Image Synthesis.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Large Scale GAN Training for High Fidelity Natural Image Synthesis

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.619483Z

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Observation 56a6659b-b7c4-46a5-8fdb-3dca9d73e04d · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems A style-based generator architecture for generative adversarial networks

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.683882Z

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Observation 3dba1c1e-0bcf-4ecd-9474-7ba4ad08fed0 · outbound

This paper cites Analyzing and improving the image quality of stylegan.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Analyzing and improving the image quality of stylegan

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.780502Z

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Observation 615fc6d2-82fc-4817-a4b3-433b68067864 · outbound

This paper cites Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning

Reference 79

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:31:46.566517Z

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Observation 0706091f-01c8-4372-9461-5c3f856430e5 · outbound

This paper cites Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.911858Z

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Observation c51ee352-fb92-4427-bf7c-0b94ffcb0beb · outbound

This paper cites Emergence of polarization in coevolving networks.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Emergence of polarization in coevolving networks

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:34.968597Z

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Observation 26cd7a18-91a3-4cd3-9ccb-c8ff740015f2 · outbound

This paper cites Correlated Growth of Causal Networks.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Correlated Growth of Causal Networks

Reference 82

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:31:46.360248Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9bfbb2ca-a99b-46c3-934d-a86223fa1fbc · outbound

This paper cites Dynamical Phase Transitions in Non-equilibrium Networks.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Dynamical Phase Transitions in Non-equilibrium Networks

Reference 83

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:31:46.126767Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation de042aa4-6398-44b9-aa79-20459b2232c4 · outbound

This paper cites Non-equilibrium statistical mechanics: from a paradigmatic model to biological transport.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Non-equilibrium statistical mechanics: from a paradigmatic model to biological transport

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:35.147000Z

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Observation 294c3e37-550e-4642-a668-97d5cdbda165 · outbound

This paper cites Brownian motors: noisy transport far from equilibrium.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Brownian motors: noisy transport far from equilibrium

Reference 85

Resolution: verified exact; doi, observed 2026-08-07T14:31:45.392931Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6a8de8ff-97c2-459f-b16c-7e5eb5076a6d · outbound

This paper cites Learning nonequilibrium statistical mechanics and dynamical phase transitions.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Learning nonequilibrium statistical mechanics and dynamical phase transitions

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:35.353730Z

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Observation 18014ec2-0bad-476c-b888-dff59ec3c3c0 · outbound

This paper cites Ai-nerd: Elucidation of relaxation dynamics beyond equilibrium via deep learning.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Ai-nerd: Elucidation of relaxation dynamics beyond equilibrium via deep learning

Reference 87

Resolution: verified exact; doi, observed 2026-08-07T14:31:45.220621Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dd021a52-ca2b-4909-af89-c58f858bffd1 · outbound

This paper cites Stochastic optimal control for collective variable free sampling of molecular transition paths.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Stochastic optimal control for collective variable free sampling of molecular transition paths

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:35.463993Z

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Observation 0de6a0de-fa37-483b-b408-78bc867979df · outbound

This paper cites Flowmm: Generating materials with riemannian flow matching.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Flowmm: Generating materials with riemannian flow matching

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:35.533077Z

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Observation 93ca559d-72f0-49d5-8712-2308deda22ce · outbound

This paper cites Crystal graph convolutional neural networks for an accurate and interpretable prediction of material properties.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Crystal graph convolutional neural networks for an accurate and interpretable prediction of material properties

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:35.554168Z

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Observation df59d764-a9c8-4fca-b2c2-d7457ef56faa · outbound

This paper cites Crystal structure prediction by joint equivariant diffusion.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Crystal structure prediction by joint equivariant diffusion

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:35.556652Z

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Observation a4523d24-cd2b-425d-b1c6-d6528241188b · outbound

This paper cites MolGAN: An implicit generative model for small molecular graphs.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems MolGAN: An implicit generative model for small molecular graphs

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:35.560089Z

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Observation 15dffb73-1dae-4918-b970-45cd8f0a2496 · outbound

This paper cites Diffbp: Generative diffusion of 3d molecules for target protein binding.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Diffbp: Generative diffusion of 3d molecules for target protein binding

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:35.638419Z

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Observation 5ee10e85-794d-47ea-aa4a-f0f7330b5ae8 · outbound

This paper cites GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:35.764438Z

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Observation 127ef896-6d8b-4db4-903a-685ea71e2505 · outbound

This paper cites A generative model for inorganic materials design.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems A generative model for inorganic materials design

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:35.884595Z

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Observation d4f540c0-7d80-4a67-a622-eb27b7da4f1b · outbound

This paper cites SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:36.042603Z

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Unavailable: canonical work link unavailable.

Observation a49ad50a-d8ac-489e-9a4a-37ec1150c16d · outbound

This paper cites Model scale versus domain knowledge in statistical forecasting of chaotic systems.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Model scale versus domain knowledge in statistical forecasting of chaotic systems

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:36.215786Z

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Observation 56dfea21-ea6c-40c6-b073-24755b4fcdc4 · outbound

This paper cites Predicting long-term dynamics of complex networks via identifying skeleton in hyperbolic space.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Predicting long-term dynamics of complex networks via identifying skeleton in hyperbolic space

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:36.284681Z

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Observation 7961cfe2-93ae-42a8-8ff2-1944271126e2 · outbound

This paper cites Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:36.400144Z

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Observation fcf4932e-64e6-44d9-bf0c-d9634a474068 · outbound

This paper cites A Comprehensive Survey on Artificial Intelligence for Complex Network: Potential, Methodology and Application.

Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems A Comprehensive Survey on Artificial Intelligence for Complex Network: Potential, Methodology and Application

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:36.535807Z

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Observation 82223e2c-88e8-4045-abb6-da0b3a992024 · inbound

Generative Adaptation of Dynamics to Environmental Shifts via Weight-space Diffusion cites this paper.

Generative Adaptation of Dynamics to Environmental Shifts via Weight-space Diffusion Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-22T15:01:42.488980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 258983d6-c81b-4689-afc4-1c077a1ebb69 · inbound

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Measurement-Based Quantum Diffusion Models Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-18T23:51:54.891214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 06d54946-56a6-4b2e-9b2b-8743dbb488be · inbound

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Quantum Reversibility Meets Classical Reverse Diffusion Beyond Equilibrium: Non-Equilibrium Foundations Should Underpin Generative Processes in Complex Dynamical Systems

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T09:01:09.518190Z

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