Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:39:05.080300Z
Paper Citation Record · LEDGER
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.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:39:05.080300Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
67 of 67 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a38806b8-83ae-45e8-9309-b0b926519aae · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 98cf5269-8afd-467e-b14e-b3e31365fb4b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d50a7b38-8d6f-4e05-87b5-59bd47ed26bc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df3e3a1a-1910-49a9-94a9-cff5d5869b4b · outbound
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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Unavailable: canonical work link unavailable.
Observation 42ddcc08-bdab-44a4-9bb1-37fbbcf8b6f3 · outbound
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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Unavailable: canonical work link unavailable.
Observation 99b441c9-f9bc-4066-be2f-c723bb8af2f5 · outbound
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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Unavailable: canonical work link unavailable.
Observation e6b51937-bd7f-4d82-bc4c-5172429d087d · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data QCD Phase Diagram and Astrophysical Implications
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 901d9b7f-f20d-44c8-a128-494b7103dd0b · outbound
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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Unavailable: canonical work link unavailable.
Observation 379babf5-2539-4c0d-b827-5b7e5077ce1b · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Continuum extrapolated high order baryon fluctuations
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 8ebda6c9-f6e1-4776-aa26-72c7b425df7e · outbound
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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Unavailable: canonical work link unavailable.
Observation dda14d42-8279-4add-b3fc-2110dfe25755 · outbound
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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Unavailable: canonical work link unavailable.
Observation 7d1ebf23-19bd-4428-81b9-13f7d96be597 · outbound
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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Unavailable: canonical work link unavailable.
Observation ebd796ff-1d2c-43b4-9e8b-5052a62dfc90 · outbound
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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Unavailable: canonical work link unavailable.
Observation 7bd56816-1303-435e-a7ce-35942d1eb9a7 · outbound
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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Unavailable: canonical work link unavailable.
Observation 43a5e801-5c92-428c-9d21-d59e2869cca7 · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Inhomogeneous chiral condensates
Reference 15
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Unavailable: canonical work link unavailable.
Observation e2cde991-3c21-418e-9849-528800e45f5e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c2d09758-8ad5-48ab-8ae4-12c712badd21 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5e9347b7-a6b6-43fc-b0f4-b2aed21ae9ca · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30bd7269-141d-4b66-acfa-2a0b82be9337 · outbound
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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Unavailable: canonical work link unavailable.
Observation 9db8c883-eba5-47e0-b6b8-ed7ecb92fa6f · outbound
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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Unavailable: canonical work link unavailable.
Observation 704908a4-7ec9-4302-b96c-84629ae9028f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 640d15ba-e4aa-44f7-8c24-5e71cedf396c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 781add06-dd7f-4061-84d9-6297d3909860 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a43cada2-6fd5-4ac6-b1ac-704288025de4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 651d56f6-7f0c-401a-9ff3-56608ef67c9e · outbound
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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Unavailable: canonical work link unavailable.
Observation f34905a5-8493-4dab-a2fe-52c80e9d069b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3c4ed61d-70df-4f54-bf50-a0c1e744f3f0 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3c1bb53a-330a-4a1c-a528-0155986ec1cb · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a52f476b-ef1f-4942-9e09-3c5f752e9d5d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7723b830-1fcb-4366-af0f-7d9437646bfa · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d428f0b9-36ab-4370-b4c0-23acc5c4ae3a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7aa9a1e9-e3e7-4834-a5cf-9eb516f94c21 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ec280d7-21d6-4244-92a4-5f2dcfc35d36 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5f3080f9-dd4d-494d-93b9-8eadce88f9dc · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f19c5026-d415-4329-bfa8-fe9f254d3478 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 259a614b-6926-40f5-b45e-73787fa7d1a9 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b3bb476-038b-4b45-80d6-79c8fcd6226c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41c35605-80e1-43c4-bdc1-3846196db1d7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 61fcc724-5eef-4d1a-885f-d128f9865184 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 10387be5-31bc-4e45-8340-02396b79531e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0fc262d4-05cf-47a5-bad2-406a5c00d364 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13c071ab-4494-4b59-a2fc-9423f384976e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 71fe8e86-0962-44ef-8c74-855fa4dd30c4 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f274d584-de83-4362-946d-0c728520c53d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation eb1a78eb-de99-4843-83e2-eee47bdffc9d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ea71914f-49d3-4b9d-baf2-69c9dbd26a21 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 647d75ef-36d4-4ae1-a441-debc2c968418 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd1a5cdd-37d1-4604-afe7-894121e5afd8 · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Lindblom, Astrophys
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 949a6c5b-fa39-4bb7-a3e2-584400e3961b · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 03176246-b21b-4e2c-9bff-1ccb6e32dee6 · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fce7bd17-b876-44aa-8632-3dcb9f2fd74c · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a082fae-2b72-42d0-8ef8-cbebfdebd096 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55471856-b79a-4612-a98c-0d68ddb1cf88 · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Carlsson, Nature Reviews Physics 2, 697 (2020)
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 135c2ffd-cf8e-4314-bcc3-6e1193f26ec4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4c5f39e-b60d-4ad7-b5e5-42c896d87f7b · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Topological data analysis and machine learning
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0e5b9721-06d9-45ce-a5e9-358fba6ce993 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3e2a5b2d-906a-4cd6-bde9-571b8c72ed83 · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Cohen-Steiner, H
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9e2b25a6-2ae4-427d-8f20-8f1c2c132a6e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b093106b-9e85-4911-a800-9e439c98fab0 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b584588-519b-4010-98f4-593e94df63b0 · outbound
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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Unavailable: canonical work link unavailable.
Observation dc88f46f-175d-446a-8e2e-88ae768e1e41 · outbound
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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Unavailable: canonical work link unavailable.
Observation 9ff8a8aa-b675-4c53-b03b-e7e0978a7c50 · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Br¨ uel Gabrielsson, B
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 988fcc13-6bd7-4f10-a5fc-476dbf81a43b · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5d7f1907-50a2-44d2-a421-9afba8ebdb7d · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64aa4753-3d7a-4ac2-9195-f84e03d834da · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03e598cb-1bf3-4b3a-9e7f-c8eb6e434f12 · outbound
Topological Uncertainty for Anomaly Detection in the Neural-network EoS Inference with Neutron Star Data Unresolved cited work
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0880ea41-53b0-422b-8733-dfc7b6d8c34e · outbound
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.
No inbound Pith citation observations are available.