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Paper Citation Record · LEDGER

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data

As of 10 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2508.19683.

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pith.paper-citation-record.v1
2508.19683 v1

Coverage vector

measured 67 of 67 reference resolution

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Reference resolution

67 of 67 outbound references displayed

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Outbound references

Observation a38806b8-83ae-45e8-9309-b0b926519aae · outbound

This paper cites So far, in the literature, there are not many discussions for analyzing the bulk properties of the trained FNNs.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data So far, in the literature, there are not many discussions for analyzing the bulk properties of the trained FNNs

Reference 1

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Observation 98cf5269-8afd-467e-b14e-b3e31365fb4b · outbound

This paper cites The bulk properties could characterize the learning quality to distinguish the successful and unsuccessful applications of the FNNs.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data The bulk properties could characterize the learning quality to distinguish the successful and unsuccessful applications of the FNNs

Reference 2

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Observation d50a7b38-8d6f-4e05-87b5-59bd47ed26bc · outbound

This paper cites From hadrons to quarks in neutron stars: a review.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data From hadrons to quarks in neutron stars: a review

Reference 3

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Observation df3e3a1a-1910-49a9-94a9-cff5d5869b4b · outbound

This paper cites Decoding the phase structure of QCD via particle production at high energy.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Decoding the phase structure of QCD via particle production at high energy

Reference 4

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Observation 42ddcc08-bdab-44a4-9bb1-37fbbcf8b6f3 · outbound

This paper cites QCD at finite temperature and chemical potential from Dyson-Schwinger equations.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data QCD at finite temperature and chemical potential from Dyson-Schwinger equations

Reference 5

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Observation 99b441c9-f9bc-4066-be2f-c723bb8af2f5 · outbound

This paper cites Phase Transitions in Particle Physics -- Results and Perspectives from Lattice Quantum Chromo-Dynamics.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Phase Transitions in Particle Physics -- Results and Perspectives from Lattice Quantum Chromo-Dynamics

Reference 6

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Observation e6b51937-bd7f-4d82-bc4c-5172429d087d · outbound

This paper cites QCD Phase Diagram and Astrophysical Implications.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data QCD Phase Diagram and Astrophysical Implications

Reference 7

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Observation 901d9b7f-f20d-44c8-a128-494b7103dd0b · outbound

This paper cites Equation of state and speed of sound of (2+1)-flavor QCD in strangeness-neutral matter at non-vanishing net baryon-number density.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Equation of state and speed of sound of (2+1)-flavor QCD in strangeness-neutral matter at non-vanishing net baryon-number density

Reference 8

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Observation 379babf5-2539-4c0d-b827-5b7e5077ce1b · outbound

This paper cites Continuum extrapolated high order baryon fluctuations.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Continuum extrapolated high order baryon fluctuations

Reference 9

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Observation 8ebda6c9-f6e1-4776-aa26-72c7b425df7e · outbound

This paper cites QCD at finite isospin density.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data QCD at finite isospin density

Reference 10

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Observation dda14d42-8279-4add-b3fc-2110dfe25755 · outbound

This paper cites Equation of state and speed of sound of isospin-asymmetric QCD on the lattice.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Equation of state and speed of sound of isospin-asymmetric QCD on the lattice

Reference 11

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Observation 7d1ebf23-19bd-4428-81b9-13f7d96be597 · outbound

This paper cites Lattice quantum chromodynamics at large isospin density: 6144 pions in a box.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Lattice quantum chromodynamics at large isospin density: 6144 pions in a box

Reference 12

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Observation ebd796ff-1d2c-43b4-9e8b-5052a62dfc90 · outbound

This paper cites Study of the phase diagram of dense two-color QCD within lattice simulation.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Study of the phase diagram of dense two-color QCD within lattice simulation

Reference 13

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Observation 7bd56816-1303-435e-a7ce-35942d1eb9a7 · outbound

This paper cites Velocity of Sound beyond the High-Density Relativistic Limit from Lattice Simulation of Dense Two-Color QCD.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Velocity of Sound beyond the High-Density Relativistic Limit from Lattice Simulation of Dense Two-Color QCD

Reference 14

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Observation 43a5e801-5c92-428c-9d21-d59e2869cca7 · outbound

This paper cites Inhomogeneous chiral condensates.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Inhomogeneous chiral condensates

Reference 15

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Observation e2cde991-3c21-418e-9849-528800e45f5e · outbound

This paper cites Landau-Peierls instability in a Fulde-Ferrell type inhomogeneous chiral condensed phase.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Landau-Peierls instability in a Fulde-Ferrell type inhomogeneous chiral condensed phase

Reference 16

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Observation c2d09758-8ad5-48ab-8ae4-12c712badd21 · outbound

This paper cites Phonons, pions and quasi-long-range order in spatially modulated chiral condensates.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Phonons, pions and quasi-long-range order in spatially modulated chiral condensates

Reference 17

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Observation 5e9347b7-a6b6-43fc-b0f4-b2aed21ae9ca · outbound

This paper cites Signatures of Moat Regimes in Heavy-Ion Collisions.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Signatures of Moat Regimes in Heavy-Ion Collisions

Reference 18

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Observation 30bd7269-141d-4b66-acfa-2a0b82be9337 · outbound

This paper cites Phases of Dense Quarks at Large N_c.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Phases of Dense Quarks at Large N_c

Reference 19

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Observation 9db8c883-eba5-47e0-b6b8-ed7ecb92fa6f · outbound

This paper cites Color superconductivity in dense quark matter.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Color superconductivity in dense quark matter

Reference 20

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Observation 704908a4-7ec9-4302-b96c-84629ae9028f · outbound

This paper cites A NICER View of PSR J0030+0451: Millisecond Pulsar Parameter Estimation.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data A NICER View of PSR J0030+0451: Millisecond Pulsar Parameter Estimation

Reference 21

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Observation 640d15ba-e4aa-44f7-8c24-5e71cedf396c · outbound

This paper cites PSR J0030+0451 Mass and Radius from NICER Data and Implications for the Properties of Neutron Star Matter.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data PSR J0030+0451 Mass and Radius from NICER Data and Implications for the Properties of Neutron Star Matter

Reference 22

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Observation 781add06-dd7f-4061-84d9-6297d3909860 · outbound

This paper cites GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral

Reference 23

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Observation a43cada2-6fd5-4ac6-b1ac-704288025de4 · outbound

This paper cites The Equation of State from Observed Masses and Radii of Neutron Stars.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data The Equation of State from Observed Masses and Radii of Neutron Stars

Reference 24

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Observation 651d56f6-7f0c-401a-9ff3-56608ef67c9e · outbound

This paper cites The Dense Matter Equation of State from Neutron Star Radius and Mass Measurements.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data The Dense Matter Equation of State from Neutron Star Radius and Mass Measurements

Reference 25

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Observation f34905a5-8493-4dab-a2fe-52c80e9d069b · outbound

This paper cites Neutron Star Mass-Radius Constraints of the Quiescent Low-mass X-ray Binaries X7 and X5 in the Globular Cluster 47 Tuc.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Neutron Star Mass-Radius Constraints of the Quiescent Low-mass X-ray Binaries X7 and X5 in the Globular Cluster 47 Tuc

Reference 26

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Observation 3c4ed61d-70df-4f54-bf50-a0c1e744f3f0 · outbound

This paper cites Methodology study of machine learning for the neutron star equation of state.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Methodology study of machine learning for the neutron star equation of state

Reference 27

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Observation 3c1bb53a-330a-4a1c-a528-0155986ec1cb · outbound

This paper cites Mapping neutron star data to the equation of state using the deep neural network.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Mapping neutron star data to the equation of state using the deep neural network

Reference 28

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Observation a52f476b-ef1f-4942-9e09-3c5f752e9d5d · outbound

This paper cites Extensive Studies of the Neutron Star Equation of State from the Deep Learning Inference with the Observational Data Augmentation.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Extensive Studies of the Neutron Star Equation of State from the Deep Learning Inference with the Observational Data Augmentation

Reference 29

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Observation 7723b830-1fcb-4366-af0f-7d9437646bfa · outbound

This paper cites Uncertainty quantification in the machine-learning inference from neutron star probability distribution to the equation of state.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Uncertainty quantification in the machine-learning inference from neutron star probability distribution to the equation of state

Reference 30

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Observation d428f0b9-36ab-4370-b4c0-23acc5c4ae3a · outbound

This paper cites Unveiling the nuclear matter EoS from neutron star properties: a supervised machine learning approach.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unveiling the nuclear matter EoS from neutron star properties: a supervised machine learning approach

Reference 31

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Observation 7aa9a1e9-e3e7-4834-a5cf-9eb516f94c21 · outbound

This paper cites Neural networks reconstruction of the dense-matter equation of state from neutron-star parameters.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Neural networks reconstruction of the dense-matter equation of state from neutron-star parameters

Reference 32

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Observation 3ec280d7-21d6-4244-92a4-5f2dcfc35d36 · outbound

This paper cites Structure of Quark Star: A Comparative Analysis of Bayesian Inference and Neural Network Based Modeling.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Structure of Quark Star: A Comparative Analysis of Bayesian Inference and Neural Network Based Modeling

Reference 33

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Observation 5f3080f9-dd4d-494d-93b9-8eadce88f9dc · outbound

This paper cites Translating neutron star observations to nuclear symmetry energy via artificial neural networks.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Translating neutron star observations to nuclear symmetry energy via artificial neural networks

Reference 34

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Observation f19c5026-d415-4329-bfa8-fe9f254d3478 · outbound

This paper cites Neural network reconstruction of the dense matter equation of state from neutron star observables.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Neural network reconstruction of the dense matter equation of state from neutron star observables

Reference 35

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Observation 259a614b-6926-40f5-b45e-73787fa7d1a9 · outbound

This paper cites Realizing the potential of deep neural network for analyzing neutron star observables and dense matter equation of state.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Realizing the potential of deep neural network for analyzing neutron star observables and dense matter equation of state

Reference 36

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source=pdf_text observed=2026-08-05T15:39:04.987867Z digest=sha256:d9043754409ab363f5b5b56f1a09aaab37d2c7c0a4e86f889a8c06b078f362a4

Observation 3b3bb476-038b-4b45-80d6-79c8fcd6226c · outbound

This paper cites Deducing Neutron Star Equation of State Parameters Directly From Telescope Spectra with Uncertainty-Aware Machine Learning.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Deducing Neutron Star Equation of State Parameters Directly From Telescope Spectra with Uncertainty-Aware Machine Learning

Reference 37

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source=pdf_text observed=2026-08-05T15:39:04.990566Z digest=sha256:e03872ca6b76135c6da7cbb95ca1b036864a27ffe8dfe86d6ca00c4c4b2915af

Observation 41c35605-80e1-43c4-bdc1-3846196db1d7 · outbound

This paper cites Reconstructing the neutron star equation of state from observational data via automatic differentiation.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Reconstructing the neutron star equation of state from observational data via automatic differentiation

Reference 38

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-05T15:39:04.993227Z digest=sha256:538493570cc307758fce7b3d71e9f137453c3760f59e5f03afe8f726bda67224

Observation 61fcc724-5eef-4d1a-885f-d128f9865184 · outbound

This paper cites Extracting nuclear matter properties from the neutron star matter equation of state using deep neural networks.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Extracting nuclear matter properties from the neutron star matter equation of state using deep neural networks

Reference 39

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local_arxiv, observed 2026-08-05T15:39:05.324327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:04.995949Z digest=sha256:c679b01c356c9d3257960a1f53ca7c9fd85bca56b07fe33cdd658bd76dd42c59

Observation 10387be5-31bc-4e45-8340-02396b79531e · outbound

This paper cites Machine-Learning Love: classifying the equation of state of neutron stars with Transformers.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Machine-Learning Love: classifying the equation of state of neutron stars with Transformers

Reference 40

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:04.998720Z digest=sha256:eb6a93ee5626a3fcd9304a9c9971d6353da07b20f647f71d3922043d6ef80c87

Observation 0fc262d4-05cf-47a5-bad2-406a5c00d364 · outbound

This paper cites Analyzing the speed of sound in neutron star with machine learning.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Analyzing the speed of sound in neutron star with machine learning

Reference 41

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source=pdf_text observed=2026-08-05T15:39:05.002000Z digest=sha256:9dc5d11835ee788c5b2fdffca59da2c8bd7df8a9385111d2e690c188503ec405

Observation 13c071ab-4494-4b59-a2fc-9423f384976e · outbound

This paper cites A Deep Learning Approach to Extracting Nuclear Matter Properties from Neutron Star Observations.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data A Deep Learning Approach to Extracting Nuclear Matter Properties from Neutron Star Observations

Reference 42

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local_arxiv, observed 2026-08-05T15:39:05.287266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:05.005315Z digest=sha256:4ba9c9997e4142e54de4510210315e5f58a67d3853091443e8692467dc640c1b

Observation 71fe8e86-0962-44ef-8c74-855fa4dd30c4 · outbound

This paper cites Deducing Neutron Star Equation of State from Telescope Spectra with Machine-learning-derived Likelihoods.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Deducing Neutron Star Equation of State from Telescope Spectra with Machine-learning-derived Likelihoods

Reference 43

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local_arxiv, observed 2026-08-05T15:39:05.274890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:05.008251Z digest=sha256:dddb829bee282506ad32b7b056500e931a5d0a1bdd99b96154657a3ab652be31

Observation f274d584-de83-4362-946d-0c728520c53d · outbound

This paper cites Nonparametric model for the equations of state of neutron star from deep neural network.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Nonparametric model for the equations of state of neutron star from deep neural network

Reference 44

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local_arxiv, observed 2026-08-05T15:39:05.261522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:05.011209Z digest=sha256:cf767b3012c1a83bad54b92cd3e8e78bde5690c899fcd4b03144af9e13de3c49

Observation eb1a78eb-de99-4843-83e2-eee47bdffc9d · outbound

This paper cites Decoding Neutron Star Observations: Revealing Composition through Bayesian Neural Networks.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Decoding Neutron Star Observations: Revealing Composition through Bayesian Neural Networks

Reference 45

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local_arxiv, observed 2026-08-05T15:39:05.245013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:05.014178Z digest=sha256:976ecc856ba7931ec21ebd8d0cdf99fd77e2d74da750808140a9618ace3ca984

Observation ea71914f-49d3-4b9d-baf2-69c9dbd26a21 · outbound

This paper cites From NS observations to nuclear matter properties: a machine learning approach.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data From NS observations to nuclear matter properties: a machine learning approach

Reference 46

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:05.017722Z digest=sha256:55c3d3d527c5d4e50944fef739d96c6950c6eb994ce02526f3c70b6dea0f47e0

Observation 647d75ef-36d4-4ae1-a441-debc2c968418 · outbound

This paper cites Inferring the Equation of State from Neutron Star Observables via Machine Learning.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Inferring the Equation of State from Neutron Star Observables via Machine Learning

Reference 47

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source=pdf_text observed=2026-08-05T15:39:05.021025Z digest=sha256:91eade6adca02b5d399825cb4833e872ac67df7c109e20ad2bf9aeacf9332f3c

Observation cd1a5cdd-37d1-4604-afe7-894121e5afd8 · outbound

This paper cites Lindblom, Astrophys.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Lindblom, Astrophys

Reference 48

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 949a6c5b-fa39-4bb7-a3e2-584400e3961b · outbound

This paper cites an unresolved cited work.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work

Reference 49

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 03176246-b21b-4e2c-9bff-1ccb6e32dee6 · outbound

This paper cites an unresolved cited work.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work

Reference 50

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:05.030788Z digest=sha256:f37d0417381caafa02e63dce9f9c655d997439f1457eefac417755f11f8a3625

Observation fce7bd17-b876-44aa-8632-3dcb9f2fd74c · outbound

This paper cites an unresolved cited work.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-05T15:39:05.033841Z digest=sha256:f390db1640bfafb7db3f3c5d12db8d2b0005dac01ad7eb09cb2f3001bc771968

Observation 1a082fae-2b72-42d0-8ef8-cbebfdebd096 · outbound

This paper cites Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs

Reference 52

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source=pdf_text observed=2026-08-05T15:39:05.037391Z digest=sha256:20f1316a0ea53d3ee2a10ebbe4bd31572b9dc59a2b6659bc3ba286954f6e8873

Observation 55471856-b79a-4612-a98c-0d68ddb1cf88 · outbound

This paper cites Carlsson, Nature Reviews Physics 2, 697 (2020).

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Carlsson, Nature Reviews Physics 2, 697 (2020)

Reference 53

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 135c2ffd-cf8e-4314-bcc3-6e1193f26ec4 · outbound

This paper cites An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists

Reference 54

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Observation b4c5f39e-b60d-4ad7-b5e5-42c896d87f7b · outbound

This paper cites Topological data analysis and machine learning.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Topological data analysis and machine learning

Reference 55

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local_arxiv, observed 2026-08-05T15:39:05.187580Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 0e5b9721-06d9-45ce-a5e9-358fba6ce993 · outbound

This paper cites Characterizing the Shape of Activation Space in Deep Neural Networks.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Characterizing the Shape of Activation Space in Deep Neural Networks

Reference 56

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 3e2a5b2d-906a-4cd6-bde9-571b8c72ed83 · outbound

This paper cites Cohen-Steiner, H.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Cohen-Steiner, H

Reference 57

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:05.052528Z digest=sha256:714082234d7e5d80fe9646a67952c939e62ab1761e3a74689d18ffbb63deee8a

Observation 9e2b25a6-2ae4-427d-8f20-8f1c2c132a6e · outbound

This paper cites A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Reference 58

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source=pdf_text observed=2026-08-05T15:39:05.055134Z digest=sha256:f8cd5b174d5f271963736cd325dd38a21e1ff6ee97585f47cc850a4ba961f02b

Observation b093106b-9e85-4911-a800-9e439c98fab0 · outbound

This paper cites Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks

Reference 59

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source=pdf_text observed=2026-08-05T15:39:05.057859Z digest=sha256:a9a109224a5b758b33b1491f28813e9971131c48de046377b384f49b78364334

Observation 7b584588-519b-4010-98f4-593e94df63b0 · outbound

This paper cites Energy-based Out-of-distribution Detection.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Energy-based Out-of-distribution Detection

Reference 60

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source=pdf_text observed=2026-08-05T15:39:05.060649Z digest=sha256:5fa8d2f421773ffd61d13ab1c43233cf13fa26e42d0f139829519e0aa73856d6

Observation dc88f46f-175d-446a-8e2e-88ae768e1e41 · outbound

This paper cites Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology

Reference 61

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source=pdf_text observed=2026-08-05T15:39:05.063555Z digest=sha256:71e22c23077d867f3812f31405306387dd7c00196655c1680d0a728eee9b61a8

Observation 9ff8a8aa-b675-4c53-b03b-e7e0978a7c50 · outbound

This paper cites Br¨ uel Gabrielsson, B.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Br¨ uel Gabrielsson, B

Reference 62

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:05.066334Z digest=sha256:a8d8659e1603b2f8e4ac803f5a38682230d1eebaa3bf3549f6bd39b97d893f25

Observation 988fcc13-6bd7-4f10-a5fc-476dbf81a43b · outbound

This paper cites an unresolved cited work.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work

Reference 63

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:39:05.068999Z digest=sha256:1e5051133085c3713df61da91560318c9b3402a299b695767422950c523e1bcb

Observation 5d7f1907-50a2-44d2-a421-9afba8ebdb7d · outbound

This paper cites Constraints on a phenomenologically parameterized neutron-star equation of state.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Constraints on a phenomenologically parameterized neutron-star equation of state

Reference 64

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source=pdf_text observed=2026-08-05T15:39:05.071517Z digest=sha256:9e27f34180898f9db1e4e4ab54b479b0ac8c539d1fd28113d8c5aa17165dbd81

Observation 64aa4753-3d7a-4ac2-9195-f84e03d834da · outbound

This paper cites an unresolved cited work.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work

Reference 65

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:39:05.074649Z digest=sha256:b3f7cc90afafbeab58762cb37dddde9275102c29444fa24b377d6e33eb9f335b

Observation 03e598cb-1bf3-4b3a-9e7f-c8eb6e434f12 · outbound

This paper cites an unresolved cited work.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work

Reference 66

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:39:05.077637Z digest=sha256:489839d55765b36fb7e1f1c245b7d9bc27863b8da0242c1e0e209d2122693d9b

Observation 0880ea41-53b0-422b-8733-dfc7b6d8c34e · outbound

This paper cites Neural Simulation-Based Inference of the Neutron Star Equation of State directly from Telescope Spectra.

Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Neural Simulation-Based Inference of the Neutron Star Equation of State directly from Telescope Spectra

Reference 67

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Unavailable: canonical work link unavailable.

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Pith citing papers

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