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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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pith.paper-citation-record.v1
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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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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Observation 56e77ebd-8dc0-4bb2-a3dd-767ed529a322 · outbound

This paper cites Biswas, S.

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

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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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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

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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

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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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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:b27f175cbbddf7ce8de368f1d515efc3cf1c5a426163562d37d9f1e1ca798d5b

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:dd038a8faff1502d3c060d28188a600a1525f387e09fabd5ab68c65bbb1d9dc2

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:abc8901631b621fb614c43a3940bc32f9ffd261f48f413ca6262ca5774fda9a3

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=sha256:2f960bce97aeb5b0c447cb151725bcfc75e14d69fd17e4e55601cf378d0820e7

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:c194bf6aae764e7c72cc76bb1e1d710fbd3f7bc00b4b3678445e765378816ef6

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:c9645dda8d43d1ccbb6a5d68e45ac8d05ed1b1c79e6701138cbc94ab549c32e5

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=sha256:943b12752f48c7e4d4451f92c926d9900b951517ef264f1e59d299aff6677811

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=sha256:9b06c24000b73c93830c183cd69aad3cdd03212eb2e899394604ac62f6a0a8fb

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:baa6e5b541d93d80e1e5aefb19f7e6819509963d138849b5d0b893e5c474a6b0

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=sha256:286128ff0491f1de15e6dc8c19361a506428bb1b4df06ef2c62b81f9acaea710

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:dc78a2840b6788957019f1f8466a62c4c46244b0f041e3374fe8026d5919d2e9

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:d31341f87729a3faa536d3a5ed28c52fd3bf2af05e145f2a005d17947aaa1ccd

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:cedc6f2e0e5ae40dc114e0038971b4feb380117ff23cddb16e62643c2d654f3a

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=sha256:4702e8bb7023923842bd11a47efb9c257ea67974720b52ac09ec92b9663957ac

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:ccb9cbbe0fffd6e004b288441a79e265c295c44fe5eb202be2416865b7f4f8b9

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=pdf_text observed=2026-08-11T00:26:46.541162Z digest=sha256:5ba2f06db5b31a1b7a7ac94d837618b3b162efd9ce9b0426fd79531ec34d7b0a

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:fc36d73738cd4766a17e496a7fe159400e0bbbb57b907d1d55ee1fdb98b54936

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=sha256:7eec741e8258eecb0be5eca1dfccdf5a7dd301f5741454327eb98e2b933807da

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:a0cbcf0d19db9dc398733dad06428a2a494753d9b4ee4175216098f83595f562

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:a11d7041b642a53ffdf7972043b59b7efdf0bd9c3df7ab457754adcd7888bb0e

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=sha256:6f88cc51695216ec9035ae59d8124c9bbf9af856ebba17f926d31bb071b23eca

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:d9ef2a6830dec731379dbd46c8361d1b5ea062d5725debd4e1b11024b796522d

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=sha256:91337a1f576bc5fa5db843e8912a4e079a876d664d078e06a0c715bdb5a10f21

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=sha256:581897eed783b6b444f2645d19584dea6de4b18d94ce70d69841a3be0fbc10e1

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:b6f8ba80df4f915b0062991f5de61ade7d6b4b0720c77324318fe42d6e952ec5

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:ed41f733046ff61d94c99dc1cef51e5f8448783247a4532b1c256654529c4353

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:beb38b05a43e5eb96f45df1d26a1d8d03750671a43d5ebb89c5a1f965cb9cb45

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=sha256:2cef354ea09ba585d23b1a34dda2f2eb2c4909661b0215b3850244a59b810d68

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=sha256:23123451bae9d2c4f4fdb278e5bb252bde251965519ad7a0bc38228b038b0f1d

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=sha256:83a46d442b546d73d64969e522512bdc0be426765061b68823f137455f697640

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:dc6036fad31a3e6db192c0a1b50b7aaf3256b93bed2bbd671afdd9d60a70712e

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:ed976affe6f0aa4280d9633b92e89272112120cc1bcdaf058728f7518303c6f7

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:cb22dd057adc81536850d8bbcf702ddbef5b07a8641b8e6cdff399516b7972af

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:f7aed4dd629fb738d5ad8f01bbf0c20da1d973d12b5e209c33957c7390088e33

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=sha256:29ad8800b4acb5be6fb73a10e6385da22fcf04f9f8af1ec79762036404b8197c

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=sha256:7968bcb6ffe9c3409a9e2a48eb907f86509e8c7f229fb742c869d9ed7fd85b7f

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=sha256:86ea7260588d6fe8fe509804f5283d4d179c9f7b0591e796a04f3f323a005e48

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

Reference 77

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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

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=2026-08-11T00:26:46.647202Z digest=sha256:b3e39b334cc48e114e7ad513781c088220e240802c3ca8fd469db6b772a7a75f

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=sha256:007bbe525db53ed7ac3a2fed109e8aa860761827d98829df1c8186fcec6e6a91

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=sha256:53e1068122bc486a64b8ce9a6edfc01172fb8c81d2131d63c4fb251704e9f6ca

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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no resolver link, observed 2026-08-11T00:26:46.666960Z

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source=pdf_text observed=2026-08-11T00:26:46.666960Z digest=sha256:c5d8d58374613f30182e7294507c2872a25a735734774d1dd56b18a3b46fcf3d

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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no resolver link, observed 2026-08-11T00:26:46.682972Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T00:26:46.682972Z digest=sha256:b5adae85ae8ad423293298751d370219f0b206a8eaf208e81acce6a2a0c39186

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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no resolver link, observed 2026-08-11T00:26:46.674848Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T00:26:46.674848Z digest=sha256:01ab8bb92e6ac23f5dcaccd3332dbf28c2e184f64f2dc66f30752f8f67f5b482

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=sha256:7f91a7776f94b17b8905de7dfa52a3da07005f4ebb558b7b4bdedcf23080759c

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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no resolver link, observed 2026-08-11T00:26:46.686755Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T00:26:46.686755Z digest=sha256:01b70cb271b770754f1ad43c1e062fd5815771e6394dd7b07705d3fc71bd053e

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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no resolver link, observed 2026-08-11T00:26:46.691275Z

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source=pdf_text observed=2026-08-11T00:26:46.691275Z digest=sha256:adaa80e9de43612cfca93d48c231eb6b0a696bf23153bf9aaf320d04aee1b226

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:fe2cc25bc297e3870fed954ac85f284d2d393b1b31ef0ed34202ede6477be40d

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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no resolver link, observed 2026-08-11T00:26:46.700383Z

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source=pdf_text observed=2026-08-11T00:26:46.700383Z digest=sha256:1a06780d4fcc71820593ea8030097b2dd5a08a35d0827a7a7e1acf625cd1c34a

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=sha256:3219387d1baa5d99098441f97dc6ccb0868b572200eb69281d3a6ba8c0efdfbe

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:f4923e66d2f4f15ea247e90f9cc81e142e1846445c877c25ae6cb87925530109

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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no resolver link, observed 2026-08-11T00:26:46.714405Z

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source=pdf_text observed=2026-08-11T00:26:46.714405Z digest=sha256:5e8b499d0509d25980c1a7b6ff80f61ee6260e146065e19a532c4b6573bd1cfc

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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no resolver link, observed 2026-08-11T00:26:46.718935Z

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source=pdf_text observed=2026-08-11T00:26:46.718935Z digest=sha256:fcfc5f514a134be299db5a0aad53dac63ff43447c51b62b81c4b8ba7b0eff5bd

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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source=pdf_text observed=2026-08-11T00:26:46.739024Z digest=sha256:ef739fa313b7ba17b65bc57c84c7214b33eb7eaf70ee0f0433dbea7a47007b57

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:ee894df06307d1164369f5a8bf420acfb9bcfda38995109f9a456e3af5b5522f

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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no resolver link, observed 2026-08-11T00:26:46.735019Z

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source=pdf_text observed=2026-08-11T00:26:46.735019Z digest=sha256:eb29fd04a800c71bd02759fe3a6bb54fe94b271e15060e83ecba224763ac4992

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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no resolver link, observed 2026-08-11T00:26:46.751965Z

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source=pdf_text observed=2026-08-11T00:26:46.751965Z digest=sha256:7f9214f7c7632a720d662bd827a1c07c92156c6918fdaa82314b3e6d944dad93

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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no resolver link, observed 2026-08-11T00:26:46.743962Z

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source=pdf_text observed=2026-08-11T00:26:46.743962Z digest=sha256:07bfecfdef6464686a5698fa5158d93706773a952c993d19861f68459c1403af

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=sha256:5bbb633c0a8fe34fef03a5f202e75990a559d95211353cb0b9bc7bba967b80f8

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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no resolver link, observed 2026-08-11T00:26:46.765369Z

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source=pdf_text observed=2026-08-11T00:26:46.765369Z digest=sha256:0a3e0485b9f3b83e1b71dad50f7ee0c3d0e1aa788773984857e368b1c5cf4668

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:ed32af918897b00e859e8416f3ad9bde01752c26b87eb4cdcb34d3e341cb0ac4

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:b6995f733725907dbe98b497c2ff6d5929dacb6053babd9e999d95a53dd83061

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