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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 7 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

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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=sha256:1d36c2a992cc60f501f01d60c6108d3e3516b5ec7bf04093ed708061beda46ae

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=sha256:08e6a3afad9d64c28dcc3990775cf0bf67812474b68f91f5842d0439c6f232ee

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:d406b8a8c7b646e4ac022c65725b0ee9a514987b279ac1d15ab412cd6ccd9d70

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:04.995949Z digest=sha256:53a66275256edafef3c792dd3bc61369c07d5f2577a39773dd802f074a27feaa

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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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:04.998720Z digest=sha256:f17a00cc57e02a2aea4eda2cef30ea3793f64e42e5b7027452deafd275898f30

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=sha256:7ded3866c0c2ab2dee03c675c5feefb888fdb9b617aa05f4bcd36d63a6c9f2d7

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.005315Z digest=sha256:f45d8650ca83bf124bf082cf4d035a8337fb6b7293b8ae82d6541893da5696c9

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.008251Z digest=sha256:62a742d860391d8e90685460c11f8b8bc3ec16b4aad324ca3099c8c90f9cbf11

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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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.011209Z digest=sha256:856d81e4fd50a2097f3984fd82c611c800db0b9cc6119ccb976ede195565600b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.014178Z digest=sha256:43077a5aadd6aa7af853050cbb050438a4ce6c5cc6ce8a38da4889cfc2baf03e

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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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.017722Z digest=sha256:6dc605f828a7eb58c289fb501f3dc3e600fd88fc1bff82bde073b98b9bce1e46

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=sha256:788caee48739c51cad2cf4cff65c1c08706101a1472767c1ff6ea759701fa97b

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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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 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.030788Z digest=sha256:a2f52c02801468ffdb5067f9981fa35cca7008939faf870adcca5d83b3891b83

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=sha256:415e5b30357a2d1eb5388fe1b4ce609798745c7b1082c38d409b0112e33c360b

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=sha256:3ed32bcace991cc5e5b3a0c4968d9873ec64e87ca35c1e459e140d25307bf3a9

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.040464Z digest=sha256:5ff1163e445c241b4a83deab0f0ae7d9eb85381be67b68ed4e9352ed093f07d7

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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source=pdf_text observed=2026-08-05T15:39:05.043254Z digest=sha256:e7dbe4515c7f4b4f1db2a9c62a0d3bee3a8e1f199be64eafc974e26e7203dc47

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 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.049405Z digest=sha256:b6a59246f9fd776a0f55e1d2c56134b42c625cdd17d7abcecf06a1d0187f653e

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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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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.052528Z digest=sha256:d442f3322c1e30a9d1f070e9e33ad68ad4e528ccdb6074bb03349b60cf29b7a9

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=sha256:3a73d0c71644e0966331ebaaeb3c22074686c619b062553356c39e8da6cc5fb1

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:d33a2c14d2e0349ce7a52e88071802615319f11d8d35b74d785785e9fc1d169a

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:acdbc5fd5b0b2a3310a4f81e6bc5fb6469e66e9b3aff9c6754d68b2f18e77c1e

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=sha256:178d9e4bf086a1ff983814fce07a8eccc1d4e29236660fe0d86a675099c764e7

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.066334Z digest=sha256:e2654fc96a5fa618f6458707684809337d0593e7da82344e7a6e18f1ee76d96b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T15:39:05.068999Z digest=sha256:1672edbd3da60ef6a0e525b3491cc25b85e49c0fca563d65097eb029a2802cf7

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=sha256:5c3614e6a433dba730f8343c23050d3c6c98337d9ec9f356e44706ce06fa4c4f

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:39:05.074649Z digest=sha256:c7f88782dad07a638c4e2d23382a3e820c53e1af9fd70e6bbf3df77d2f67e8d2

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:39:05.077637Z digest=sha256:646d90d527d323d90ffb4f9efb865945f66205ae804046779e9dd43e904edf2f

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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source=pdf_text observed=2026-08-05T15:39:05.080300Z digest=sha256:f16086ac7bbef590d9c9150f4ee9fa4aabdd073e85e4a306151b2213953ec2f6

Pith citing papers

No inbound Pith citation observations are available.