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

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:39:05.793179Z

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:39:05.782717Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.879212Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.886275Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.889865Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.893034Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.896346Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.899872Z

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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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.642811Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.907347Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.910359Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.913563Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.916727Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.919945Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.923154Z

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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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.570552Z

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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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.555960Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.932793Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.935789Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.939153Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.942425Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.945849Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.949045Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.952400Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.955581Z

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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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.463311Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.449289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.964936Z

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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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.425211Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.970824Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.973687Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.976469Z

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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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.387532Z

Source-reported events for the cited work

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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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.374754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.985025Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.987867Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:04.990566Z

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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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.336760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: verified exact; 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.309849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.002000Z

Source-reported events for the cited work

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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

Resolution: verified exact; 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: verified exact; 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: verified exact; 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: verified exact; 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 2026-08-09T06:31:02.800959+00:00.

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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.229638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.021025Z

Source-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:39:05.772565Z

Source-reported events for the cited work

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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

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:39:05.762167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:39:05.751748Z

Source-reported events for the cited work

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.033841Z

Source-reported events for the cited work

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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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.037391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:39:05.741938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.043254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.187580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:39:05.174949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:39:05.732669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.055134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.057859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.060649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.063555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:39:05.723636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:39:05.714874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.071517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.074649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.077637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T15:39:05.080300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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