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Paper Citation Record · LEDGER

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks

As of 11 August 2026, this Paper Citation Record lists 100 of 116 outbound references and 0 inbound Pith citation observations for arXiv:2608.07698.

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2608.07698 v1

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100 of 116 outbound references displayed

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Outbound references

Observation 2bbd44d2-69da-4fb0-8bc8-dc885391d28f · outbound

This paper cites an unresolved cited work.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 1

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Observation 6d8b86b0-7cd3-4964-bec2-da322c6e050c · outbound

This paper cites Quantum Uni- verse.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Quantum Uni- verse

Reference 2

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Observation c744717d-df63-471a-aa66-9621822b0176 · outbound

This paper cites an unresolved cited work.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 3

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Observation 11c25347-4f40-4b33-9dc6-61623e74f8ef · outbound

This paper cites Accurate Determination of the Neutron Skin Thickness of $^{208}$Pb through Parity-Violation in Electron Scattering.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Accurate Determination of the Neutron Skin Thickness of $^{208}$Pb through Parity-Violation in Electron Scattering

Reference 4

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Observation a7d31f46-0b0e-420c-844f-b4a7cd2cf0c1 · outbound

This paper cites Oertel, M.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Oertel, M

Reference 5

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Observation 961b719f-6dd8-4187-97f1-1e4c59e39858 · outbound

This paper cites an unresolved cited work.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 6

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Observation 3761de53-d096-44ad-8bc7-88f3e6f8fbd1 · outbound

This paper cites Recent Progress and New Challenges in Isospin Physics with Heavy-Ion Reactions.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Recent Progress and New Challenges in Isospin Physics with Heavy-Ion Reactions

Reference 7

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Observation 4ff76b1a-c157-4c39-87d1-9ea15f176eec · outbound

This paper cites Precision Determination of the Neutral Weak Form Factor of $^{48}$Ca.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Precision Determination of the Neutral Weak Form Factor of $^{48}$Ca

Reference 8

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Observation a566dafa-a032-48f6-abd0-4d557ed2b2f0 · outbound

This paper cites Determination of the Equation of State of Dense Matter.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Determination of the Equation of State of Dense Matter

Reference 9

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Observation 7966cdcd-c0ab-4685-8cca-ddd28da12bfd · outbound

This paper cites Chiral effective field theory and nuclear forces.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Chiral effective field theory and nuclear forces

Reference 10

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Observation 1b6584fe-cbad-49e7-a384-d6e7906fb739 · outbound

This paper cites Dense Nuclear Matter Equation of State from Heavy-Ion Collisions.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Dense Nuclear Matter Equation of State from Heavy-Ion Collisions

Reference 11

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Observation af101786-596a-4b7f-b53d-3d354787d797 · outbound

This paper cites Modern Theory of Nuclear Forces.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Modern Theory of Nuclear Forces

Reference 12

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Observation 164817be-7c7d-4455-8df8-5014fa91e5cb · outbound

This paper cites Chiral Effective Field Theory and the High-Density Nuclear Equation of State.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Chiral Effective Field Theory and the High-Density Nuclear Equation of State

Reference 13

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Observation daf0bbfe-6403-4e46-a01f-8223fbeefabb · outbound

This paper cites Three-body forces: From cold atoms to nuclei.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Three-body forces: From cold atoms to nuclei

Reference 14

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This paper cites Three-Nucleon Forces: Implementation and Applications to Atomic Nuclei and Dense Matter.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Three-Nucleon Forces: Implementation and Applications to Atomic Nuclei and Dense Matter

Reference 15

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This paper cites The Science of the Einstein Telescope.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks The Science of the Einstein Telescope

Reference 16

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Observation e84d37cf-f94a-4e0b-b896-26b6cc6ca290 · outbound

This paper cites The Ultimate Energy Density of Observable Cold Matter.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks The Ultimate Energy Density of Observable Cold Matter

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Observation 6469c688-607b-405c-96b7-7fcd73b2bed3 · outbound

This paper cites Gravitational waves from neutron star mergers and their relation to the nuclear equation of state.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Gravitational waves from neutron star mergers and their relation to the nuclear equation of state

Reference 18

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 19

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Biswas, S

Reference 20

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 21

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Relativistic tidal properties of neutron stars

Reference 22

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Tidal Love numbers of neutron stars

Reference 23

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Constraining neutron star tidal Love numbers with gravitational wave detectors

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Observation f53bc428-d690-4c3b-9666-da5d2255d0a0 · outbound

This paper cites Relativistic Shapiro delay measurements of an extremely massive millisecond pulsar.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Relativistic Shapiro delay measurements of an extremely massive millisecond pulsar

Reference 25

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Lindblom, Astrophys

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Shapiro delay measurement of a two solar mass neutron star

Reference 27

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks A NICER View of PSR J0030+0451: Millisecond Pulsar Parameter Estimation

Reference 28

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 29

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Constraining the Neutron Star Mass-Radius Relation and Dense Matter Equation of State with NICER. I. The Millisecond Pulsar X-ray Data Set

Reference 30

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks The Radius of PSR J0740+6620 from NICER and XMM-Newton Data

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks PSR J0030+0451 Mass and Radius from NICER Data and Implications for the Properties of Neutron Star Matter

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks A NICER View of the Massive Pulsar PSR J0740+6620 Informed by Radio Timing and XMM-Newton Spectroscopy

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks GW170817: Measurements of Neutron Star Radii and Equation of State

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This paper cites Multi-messenger Observations of a Binary Neutron Star Merger.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Multi-messenger Observations of a Binary Neutron Star Merger

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Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Properties of the binary neutron star merger GW170817

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This paper cites Bayesian Inference of High-density Nuclear Symmetry Energy from Radii of Canonical Neutron Stars.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Bayesian Inference of High-density Nuclear Symmetry Energy from Radii of Canonical Neutron Stars

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This paper cites Constraining the dense matter equation of state with joint analysis of NICER and LIGO/Virgo measurements.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Constraining the dense matter equation of state with joint analysis of NICER and LIGO/Virgo measurements

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source=pdf_text observed=2026-08-11T00:26:46.342230Z digest=sha256:6c4f2aceba738f6579b0ac8f308a5459f7184ec5cec01b1f61d7f877720c76c8

Observation 08743715-d342-4966-8f27-2e87cf849dc5 · outbound

This paper cites Bayesian Inference of Dense Matter Equation of State within Relativistic Mean Field Models using Astrophysical Measurements.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Bayesian Inference of Dense Matter Equation of State within Relativistic Mean Field Models using Astrophysical Measurements

Reference 39

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source=pdf_text observed=2026-08-11T00:26:46.473828Z digest=sha256:e18e87c029779a856907a370547fd6715a144b8965bcb036e80c6887d37a1343

Observation 736f983b-1a00-4266-abf6-e476681384aa · outbound

This paper cites Multi-messenger constraints on the neutron-star equation of state and the Hubble constant.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Multi-messenger constraints on the neutron-star equation of state and the Hubble constant

Reference 40

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source=pdf_text observed=2026-08-11T00:26:46.491392Z digest=sha256:b5ed2ba4e1508444474d7956fe1ac5dc8ecb5416f751e5dc9f6f879a5e358f0a

Observation 83383537-c97e-4810-af85-1c0afb3083bd · outbound

This paper cites Towards mitigation of apparent tension between nuclear physics and astrophysical observations by improved modeling of neutron star matter.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Towards mitigation of apparent tension between nuclear physics and astrophysical observations by improved modeling of neutron star matter

Reference 41

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source=pdf_text observed=2026-08-11T00:26:46.482972Z digest=sha256:216af84bfe7ee304db652884b90f44f5da80a8960870cf6ef8c8cf8719992205

Observation c572c2a6-b87c-48c3-b398-364b49092266 · outbound

This paper cites Combining Electromagnetic and Gravitational-Wave Constraints on Neutron-Star Masses and Radii.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Combining Electromagnetic and Gravitational-Wave Constraints on Neutron-Star Masses and Radii

Reference 42

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source=pdf_text observed=2026-08-11T00:26:46.487299Z digest=sha256:12438a8e369696a656d97b582232a875d3ea9e4f3e5c302c914146392390e122

Observation 9e91fbce-6c0e-429c-92d1-a362d5341388 · outbound

This paper cites Simultaneously Constraining the Neutron Star Equation of State and Mass Distribution through Multimessenger Observations and Nuclear Benchmarks.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Simultaneously Constraining the Neutron Star Equation of State and Mass Distribution through Multimessenger Observations and Nuclear Benchmarks

Reference 43

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source=pdf_text observed=2026-08-11T00:26:46.505147Z digest=sha256:ba6685d52a1978ea65dedb56a4a3d98cf0650379c4650a58339a63036ee563da

Observation 2ed41df3-cc01-4e25-9465-68d691bb804f · outbound

This paper cites Nonparametric constraints on neutron star matter with existing and upcoming gravitational wave and pulsar observations.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Nonparametric constraints on neutron star matter with existing and upcoming gravitational wave and pulsar observations

Reference 44

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source=pdf_text observed=2026-08-11T00:26:46.495601Z digest=sha256:a1c270812078c16c0abe4cb4c9616e872f8bf30858345498e311ab8a0ce1d936

Observation 9d0b8e92-4502-424b-bf88-c7e08ff9df67 · outbound

This paper cites Impact of PREX-II and combined Radio/NICER/XMM-Newton's mass-radius measurement of PSRJ0740+6620 on the dense matter equation of state.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Impact of PREX-II and combined Radio/NICER/XMM-Newton's mass-radius measurement of PSRJ0740+6620 on the dense matter equation of state

Reference 45

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source=pdf_text observed=2026-08-11T00:26:46.499855Z digest=sha256:30200348f5430b7026f9a43d8bca19492ffd84ee57dbcba316ce3c84606973b2

Observation 515e3e4a-3d26-4b4f-be09-cf94503765e1 · outbound

This paper cites The enhanced X-ray Timing and Polarimetry mission - eXTP.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks The enhanced X-ray Timing and Polarimetry mission - eXTP

Reference 46

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source=pdf_text observed=2026-08-11T00:26:46.518846Z digest=sha256:718193ce40c6a2980d51b2c56925d3605f6e0478762dc325eb2943de9f9559aa

Observation f9cb0fd9-8358-44b8-bfe7-cfaf0aa1acb3 · outbound

This paper cites Systematics from NICER Pulse Profiles Drive Uncertainty in Multi-Messenger Inference of the Neutron Star Equation of State.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Systematics from NICER Pulse Profiles Drive Uncertainty in Multi-Messenger Inference of the Neutron Star Equation of State

Reference 47

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source=pdf_text observed=2026-08-11T00:26:46.510002Z digest=sha256:e4b185f6e5077fa8df5efac78940f300ba254078bac924d41f963f8d33ee790b

Observation ca517f7f-62cc-44a2-a18b-084a3b7cbeee · outbound

This paper cites Equation of State Extrapolation Systematics: Parametric vs. Nonparametric Inference of Neutron Star Structure.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Equation of State Extrapolation Systematics: Parametric vs. Nonparametric Inference of Neutron Star Structure

Reference 48

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source=pdf_text observed=2026-08-11T00:26:46.514590Z digest=sha256:366999b895b8923f63c91956e9c0cfdbe85a3cedf909ae0c74ebe2c6a33ea0a0

Observation 783ff4f2-f12e-4473-b4f0-7e2ed4a9ba13 · outbound

This paper cites Cosmic Explorer: The U.S. Contribution to Gravitational-Wave Astronomy beyond LIGO.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Cosmic Explorer: The U.S. Contribution to Gravitational-Wave Astronomy beyond LIGO

Reference 49

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source=pdf_text observed=2026-08-11T00:26:46.532432Z digest=sha256:3f238bb0bf13d7f4bf7ebd055879e00fc78b90c7abc4f3917d2d2ee6806f8e71

Observation f9ab8c3a-73a7-48bc-8020-33c2f3df279d · outbound

This paper cites STROBE-X: X-ray Timing and Spectroscopy on Dynamical Timescales from Microseconds to Years.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks STROBE-X: X-ray Timing and Spectroscopy on Dynamical Timescales from Microseconds to Years

Reference 50

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source=pdf_text observed=2026-08-11T00:26:46.523226Z digest=sha256:8394d02ecc2327b4fe1e02385f47b81f0d2a4a4a7e64b8423b62017a02071c80

Observation 09207222-980c-443c-b3b1-f11903ac0a5c · outbound

This paper cites Science Case for the Einstein Telescope.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Science Case for the Einstein Telescope

Reference 51

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source=pdf_text observed=2026-08-11T00:26:46.527603Z digest=sha256:4395ad4a3bcaf76a8db3449cedfa11735bd43540e160c135e52d15bfa7232863

Observation 1e1c74b1-fe93-42e4-b45b-b0715c5c8638 · outbound

This paper cites Empirical radius formulas for canonical neutron stars from bidirectionally selecting EOS features in extended Bayesian analyses of observational data.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Empirical radius formulas for canonical neutron stars from bidirectionally selecting EOS features in extended Bayesian analyses of observational data

Reference 52

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verified exact
local_arxiv, observed 2026-08-11T00:26:47.665878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:26:46.545351Z digest=sha256:7f109d8da82883eb536e1553d8980d17576f4ae497042088fcc0d9a45ad40627

Observation 3f819acd-7947-4da5-ba16-d887e9af5a50 · outbound

This paper cites Uncertainty limits on neutron star radius measurements with gravitational waves.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Uncertainty limits on neutron star radius measurements with gravitational waves

Reference 53

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source=pdf_text observed=2026-08-11T00:26:46.536752Z digest=sha256:1053296835e9b207a908376f6aa346729fd05313e169493c7af8106d71561221

Observation d987b807-c757-4e34-827a-efcf00ec3428 · outbound

This paper cites Walker, R.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Walker, R

Reference 54

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T00:26:46.541162Z digest=sha256:5bb275012c92568d5177ae2255f8ced7dee3606ead1965d6c840033041e063bb

Observation 137c339d-59d4-419e-800f-4b8dcc9e025b · outbound

This paper cites Direct mapping of tidal deformability to the iso-scalar and iso-vector nuclear matter parameters.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Direct mapping of tidal deformability to the iso-scalar and iso-vector nuclear matter parameters

Reference 56

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source=pdf_text observed=2026-08-11T00:26:46.549924Z digest=sha256:395c99f1355cfd1bdbaccad5bc9c03fad94f0db541be3a6d3afd53b6832f0f4f

Observation e146ed9d-55a2-4e7e-930b-fe2f372838fd · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unveiling the nuclear matter EoS from neutron star properties: a supervised machine learning approach

Reference 57

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source=pdf_text observed=2026-08-11T00:26:46.554561Z digest=sha256:7dc82990003d078fafcd78540ca3dbc09d30431c16c98a6e957d62ba8104f311

Observation 4f826e93-c95e-48d9-adaf-2b1889f28b45 · outbound

This paper cites Directly inferring cosmology and the neutron-star equation of state from gravitational-wave mergers.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Directly inferring cosmology and the neutron-star equation of state from gravitational-wave mergers

Reference 58

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source=pdf_text observed=2026-08-11T00:26:46.570659Z digest=sha256:b49e27769848fe8bfe0966bd3dea46dd63c9dedc88a9a82a9a031a404876a83f

Observation 99d2f2ad-a1d5-4ca8-b880-95849430a739 · outbound

This paper cites Deep TOV to characterize Neutron Stars.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Deep TOV to characterize Neutron Stars

Reference 59

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source=pdf_text observed=2026-08-11T00:26:46.562690Z digest=sha256:f7b2daa4c7a984c6f97a6c7a2aaaf1dc0dc09986e30c1f49626a7348cb0119df

Observation a0abd212-a7e5-42cf-8cc5-4abaec929ac0 · outbound

This paper cites Towards accelerated nuclear-physics parameter estimation from binary neutron star mergers: Emulators for the Tolman-Oppenheimer-Volkoff equations.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Towards accelerated nuclear-physics parameter estimation from binary neutron star mergers: Emulators for the Tolman-Oppenheimer-Volkoff equations

Reference 60

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source=pdf_text observed=2026-08-11T00:26:46.566705Z digest=sha256:d64cedd8d81e10baff18ad7878568f1a28a18c2c199d236cd0147893cac3c801

Observation a5bb0125-3419-4610-ab98-247fee1f5d6e · outbound

This paper cites Lalit, A.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Lalit, A

Reference 61

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source=pdf_text observed=2026-08-11T00:26:46.581263Z digest=sha256:c191aaa221fe3be7180318d56a1728777556c804c427420fcff05336cad586cf

Observation ec29fbf0-4a8d-487c-9713-ba8b3ade1b17 · outbound

This paper cites Explainable autoencoder for neutron star dense matter parameter estimation.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Explainable autoencoder for neutron star dense matter parameter estimation

Reference 62

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source=pdf_text observed=2026-08-11T00:26:46.574197Z digest=sha256:a2eb83e43fb32c2e663a508fe92c15e1556cebf5fa48635c8ae4123c6e64cf87

Observation 363a55cc-9371-4ae9-8bbb-5e92a5e37d0e · outbound

This paper cites Liodis, E.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Liodis, E

Reference 63

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source=pdf_text observed=2026-08-11T00:26:46.577946Z digest=sha256:5a318bc6b43ddbd155bf2423b7821107356ce45f528ae09b4626053a388d9940

Observation 1526adfc-a736-4bdb-abd4-f151ea06d7d4 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Neural networks reconstruction of the dense-matter equation of state from neutron-star parameters

Reference 64

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source=pdf_text observed=2026-08-11T00:26:46.593913Z digest=sha256:994065c4e73e048ca271eb5152cdf01f40c79d486e6dac01c79c8a3f5cd15d21

Observation b990d7fb-5d05-413b-9c73-7d10eabaad58 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Methodology study of machine learning for the neutron star equation of state

Reference 65

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source=pdf_text observed=2026-08-11T00:26:46.585846Z digest=sha256:5badef36c8c173de9d9b998735f5a88e774da6ad70494899d5201f3f92d8fbfe

Observation 8b61f580-5f68-4469-a091-62b7f99313c6 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Mapping neutron star data to the equation of state using the deep neural network

Reference 66

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source=pdf_text observed=2026-08-11T00:26:46.589703Z digest=sha256:6f52d825d113ff1000d89182471ffc60da48a5603e56f0ee95e95ab81d84b08d

Observation 23d893fe-0e00-4219-8f46-253274e71df2 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Extensive Studies of the Neutron Star Equation of State from the Deep Learning Inference with the Observational Data Augmentation

Reference 67

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source=pdf_text observed=2026-08-11T00:26:46.609539Z digest=sha256:ae577c32751a0530d9d587508cc801a8152cbec137cbd42ca7360591716fba66

Observation d3c01b3d-63c3-4753-9076-154d4c7075f5 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Structure of Quark Star: A Comparative Analysis of Bayesian Inference and Neural Network Based Modeling

Reference 68

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source=pdf_text observed=2026-08-11T00:26:46.598409Z digest=sha256:a05e262af2bf687a811ed9c808ae7ffb3b354662d5007374a0b3a8eb96ecb218

Observation 1a201d20-56d3-46e1-a5bf-327673372655 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Translating neutron star observations to nuclear symmetry energy via artificial neural networks

Reference 69

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source=pdf_text observed=2026-08-11T00:26:46.604598Z digest=sha256:4d301688627b7fac5195f17d40550e198f621be85014f0bd9f8f421bcb0aa5e7

Observation 0e99151f-c508-4262-88c8-5ad1e762e2f7 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Deducing Neutron Star Equation of State Parameters Directly From Telescope Spectra with Uncertainty-Aware Machine Learning

Reference 70

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source=pdf_text observed=2026-08-11T00:26:46.623416Z digest=sha256:53b60bfd6e2ee9c7f2ccf8fbbd5249ff669306d9e5e83c4297e806933736f6f9

Observation d57043ab-54c4-4f2f-ade8-356f57c922ce · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Neural network reconstruction of the dense matter equation of state from neutron star observables

Reference 71

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source=pdf_text observed=2026-08-11T00:26:46.614217Z digest=sha256:aed99df11557f6ce9448fac566213d268ba53978cdf8337a260440605bef0fc8

Observation dcfd1d2a-f60d-40d6-9b51-a541374c21eb · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Reconstructing the neutron star equation of state from observational data via automatic differentiation

Reference 72

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source=pdf_text observed=2026-08-11T00:26:46.619265Z digest=sha256:197678f0f5c8d78003a295144933a16e787f6bcf20fb579e7281f0bd3b3dbb19

Observation ce99c5dc-4b73-43f0-ac5a-e83b484a888d · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Decoding Neutron Star Observations: Revealing Composition through Bayesian Neural Networks

Reference 73

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source=pdf_text observed=2026-08-11T00:26:46.638146Z digest=sha256:953bbc0262f9ede9d08b08896c5fe990dfefb0e6310789d7e0231145fc7e682d

Observation 6dfd96f0-17da-4ed5-bf24-f10e0a7926f8 · outbound

This paper cites Nonparametric Representation of Neutron Star Equation of State Using Variational Autoencoder.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Nonparametric Representation of Neutron Star Equation of State Using Variational Autoencoder

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verified exact
local_arxiv, observed 2026-08-11T00:26:47.335448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-11T00:26:46.628444Z digest=sha256:756014f8291f608d11adf307e0c88f63e79d9bb63b26729a9b4251e82e68c405

Observation 415924eb-9556-4bef-8015-3c8d277ad261 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Extracting nuclear matter properties from the neutron star matter equation of state using deep neural networks

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source=pdf_text observed=2026-08-11T00:26:46.633785Z digest=sha256:876e148aeb143da82d336b28d26e3c368c30940e00515eecf31853e450f78420

Observation 16f4209b-ee49-4526-bd64-e3722b3c16b5 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Analyzing the speed of sound in neutron star with machine learning

Reference 76

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source=pdf_text observed=2026-08-11T00:26:46.657963Z digest=sha256:6341e62020d5ffaa9d39af30cab248edb9da57a1ebaea3c69742002f38ddfa1c

Observation 28136565-1b20-4014-a4e1-6d2d76a62eff · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks A Deep Learning Approach to Extracting Nuclear Matter Properties from Neutron Star Observations

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Observation 416302c4-1cb3-4632-bb94-3d2a795b02cf · outbound

This paper cites From masses and radii of neutron stars to EOS of nuclear matter through neural network.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks From masses and radii of neutron stars to EOS of nuclear matter through neural network

Reference 78

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local_arxiv, observed 2026-08-11T00:26:47.252508Z

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Observation bf410332-4584-4c7b-9400-be2dd0e6a70e · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Neural Simulation-Based Inference of the Neutron Star Equation of State directly from Telescope Spectra

Reference 79

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source=pdf_text observed=2026-08-11T00:26:46.671070Z digest=sha256:cd3e2acc92ebbf8216c85e668338b10ce9a9c499c67ec9d028e7f11f207112e1

Observation a1ebf149-b45e-401e-bbae-cbe02198a0b1 · outbound

This paper cites Deep learning inference of the neutron star equation of state.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Deep learning inference of the neutron star equation of state

Reference 80

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source=pdf_text observed=2026-08-11T00:26:46.662496Z digest=sha256:dc25f9f297d09843d84c1651f3ce9d04facd2a58bcf9dbf0d1eec9c0f67b6945

Observation 48e339d1-9ba2-4c6a-912b-9fc853dbcc79 · outbound

This paper cites Detecting dense-matter phase transition signatures in neutron star mass-radius measurements as data anomalies using normalising flows.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Detecting dense-matter phase transition signatures in neutron star mass-radius measurements as data anomalies using normalising flows

Reference 81

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source=pdf_text observed=2026-08-11T00:26:46.666960Z digest=sha256:586ce91f7f978c629c9cc88f2a11ca78dcdea733298bedcd44698933a5ed9cec

Observation 3966432e-f614-42b1-95b1-fa3e27e171c2 · outbound

This paper cites Constraining neutron star properties with a new equation of state insensitive approach.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Constraining neutron star properties with a new equation of state insensitive approach

Reference 82

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source=pdf_text observed=2026-08-11T00:26:46.682972Z digest=sha256:8db6770885fd4c697576126ebeecccdae44be7b0e8487a6b390d248935d850e9

Observation 2fb2c688-4e9a-4e55-bdc2-4755d2782916 · outbound

This paper cites Decoding Long-duration Gravitational Waves from Binary Neutron Stars with Machine Learning: Parameter Estimation and Equations of State.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Decoding Long-duration Gravitational Waves from Binary Neutron Stars with Machine Learning: Parameter Estimation and Equations of State

Reference 83

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Observation 89098466-211b-49b7-bdea-726c0dbd47ac · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Machine-Learning Love: classifying the equation of state of neutron stars with Transformers

Reference 84

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no resolver link, observed 2026-08-11T00:26:46.678929Z

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source=pdf_text observed=2026-08-11T00:26:46.678929Z digest=sha256:90af248c1809aaabbd0cee8dedec7d3e8e765e8f888e26f953199904a413c958

Observation 4c6c4fc1-9406-40da-a9c5-970b3371d521 · outbound

This paper cites Rapid neutron star equation of state inference with Normalising Flows.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Rapid neutron star equation of state inference with Normalising Flows

Reference 86

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source=pdf_text observed=2026-08-11T00:26:46.686755Z digest=sha256:09c3805e04fe69bae28569263eecdfb76412c24eab622870a5b41101ea77ebcf

Observation 98d2049a-5b5f-4af0-bd7a-f84eb6a1c65f · outbound

This paper cites an unresolved cited work.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 87

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source=pdf_text observed=2026-08-11T00:26:46.691275Z digest=sha256:2933622f39cbcdbaeb19d7bdd5ed84d5348a44ce64939f1fa7f7344eabe5bd0a

Observation 095111f4-cb38-45fc-9feb-09b3b08ae946 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Constraints on a phenomenologically parameterized neutron-star equation of state

Reference 88

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no resolver link, observed 2026-08-11T00:26:46.709896Z

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source=pdf_text observed=2026-08-11T00:26:46.709896Z digest=sha256:badbcdaef296a1887322d1a7490fca9912e599af14c0dc823398266003ab89c3

Observation 70289f64-9903-4005-acc4-f0eab0c83f78 · outbound

This paper cites an unresolved cited work.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 89

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source=pdf_text observed=2026-08-11T00:26:46.700383Z digest=sha256:12cc4d82e9043fbd4997dd14e0848d85e570fcc90ec7ff11888db5158e04bda9

Observation 2aed2099-cd08-45ee-a0b0-2ac0b3011647 · outbound

This paper cites Relativistic theory of tidal Love numbers.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Relativistic theory of tidal Love numbers

Reference 90

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source=pdf_text observed=2026-08-11T00:26:46.704753Z digest=sha256:a2a8d853489ce9726d41eec696befd549bb5849fba59f780717aa228e6b7c362

Observation 2bbddac9-197d-4396-9d03-7046f7613836 · outbound

This paper cites Goodfellow, Y.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Goodfellow, Y

Reference 91

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source=pdf_text observed=2026-08-11T00:26:46.725803Z digest=sha256:9349917c3745ff25f55a816b6b4ba0d7fe9956fd32fb2491dadfcbc9f4b657f9

Observation 6ce86544-7670-4581-9e75-6cca79027bb4 · outbound

This paper cites Nair and G.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Nair and G

Reference 92

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source=pdf_text observed=2026-08-11T00:26:46.714405Z digest=sha256:9027d6aae11823aad606fc359a3bb5c3b40136f2d27e925120bd63af2e330bd7

Observation fc406d27-a96b-4a1d-ac82-240a99effb82 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Gaussian Error Linear Units (GELUs)

Reference 93

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source=pdf_text observed=2026-08-11T00:26:46.718935Z digest=sha256:ad4535925a7b73775f222af0c400d85e576da59f769190f4f8df3d8a8fe00991

Observation a0af6b53-f086-4ec7-996d-4138fbf2f764 · outbound

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

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Realizing the potential of deep neural network for analyzing neutron star observables and dense matter equation of state

Reference 94

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Observation 2c75c68a-cec3-483b-850a-82de9a0cb222 · outbound

This paper cites an unresolved cited work.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 95

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source=pdf_text observed=2026-08-11T00:26:46.730376Z digest=sha256:603382b249ecc8cf9cf30d511d39aab5997501c656ee569aeaf63ea20f5f4ea7

Observation e4e633c0-69b2-4feb-ba38-b9dded334451 · outbound

This paper cites an unresolved cited work.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 96

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source=pdf_text observed=2026-08-11T00:26:46.735019Z digest=sha256:fc1dcf87ead90bbe4c19556728399256aa6336e1306289fb8ab0684ca48dfbf9

Observation 32f49150-6cb7-4459-a42f-f31b85ade213 · outbound

This paper cites Deep Residual Learning for Image Recognition.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Deep Residual Learning for Image Recognition

Reference 97

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source=pdf_text observed=2026-08-11T00:26:46.751965Z digest=sha256:f9962651d300b4faa7c670a42755a996ce570b924caa0da9a6fa66260ff2b000

Observation 143ca7f7-0d8e-4061-b8ac-51959edd922e · outbound

This paper cites an unresolved cited work.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Unresolved cited work

Reference 98

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source=pdf_text observed=2026-08-11T00:26:46.743962Z digest=sha256:cb3fbbada04cf68e53c4d0feb56fedd60beee8c5bc3254d5458a4d980b123c2c

Observation 5af372ca-d417-4911-ade0-dba2b026322a · outbound

This paper cites Szegedy, A.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Szegedy, A

Reference 99

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source=pdf_text observed=2026-08-11T00:26:46.748177Z digest=sha256:bee1fdc41d63aec312880bec475d119c48d9c14343e705656bee8ba9a4370db8

Observation 2ee7213f-5b58-44ed-9c66-469ace55096b · outbound

This paper cites Bengio, P.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Bengio, P

Reference 100

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source=pdf_text observed=2026-08-11T00:26:46.765369Z digest=sha256:869a4d4de366af5b512935fc0cacb446ebf05223e322212fcf0e5e8ef2746b2b

Observation ec2723db-99c6-4548-93c4-3ebf3055fdaa · outbound

This paper cites He and J.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks He and J

Reference 101

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source=pdf_text observed=2026-08-11T00:26:46.755924Z digest=sha256:4a3cab9c2a6aa6766807381822c40a745fe78456ec91b73a8013d6c976270d36

Observation f3083796-80a0-4084-b9a0-bc811eab221a · outbound

This paper cites Highway Networks.

Fast and Accurate Prediction of Neutron Star Structure with Deep Neural Networks Highway Networks

Reference 102

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source=pdf_text observed=2026-08-11T00:26:46.760774Z digest=sha256:49ba130131da3d83e4ba9d0f02cc9c13c5e128f8e37cdc6a70af4d963131cd6d

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