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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

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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

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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

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

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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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This paper cites GW170817: Measurements of Neutron Star Radii and Equation of State.

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=sha256:47b150242c16b34c16181150d14a96a9cdf1403123be64bee64cdc9df2a3476e

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=sha256:40086b394497c1c5e05caccfa5598fe56fc9b5b52fe170f32a64985f65cb148e

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=sha256:03857c69798e5dbc902d4cd3d2c932a886985e328fe8a1bcb34a594e4bdc0253

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=sha256:8783925a7aae298600c276c147f4f0213d8ad5efe22b0634eb4f01f727cee0e9

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:d61537a726309f63c2b2046175f4a97f997925ef3198deb96196f93dc6d7100d

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=sha256:7ce4c728e1dbe19a23946f246c6549cec3bd4297c359ca9938f9ab8996ab1803

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=sha256:7791477b2a66f4e9cfdf6bf950ca827ff6debebe39f847a37ff40e41c5ed0f10

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=sha256:01661f7e28850c7e0405947916263e1e566ecd701ea28e2be4d7ce037463ae32

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=sha256:42f4c93921bae3377fb0545cb909bc3169a0e97f54c316adced968a84094db2b

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=sha256:09f9695d4811a9621a9fe35c52e78c1128698823d22ee894e0628e84b7102927

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=sha256:4f6e03afa93978b58f5a0ef139944a874e5d5cde3b589186e266873b31c0be88

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=sha256:740868aa8a7bb3e3eb2e191a529944daab03e4d980b017076e5077ea74e40d1b

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:f1618f7bce49f9c1eeeee90493e15374dd0e46b4d16095cbbbe04ee1c4402b25

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=sha256:05d082b3d80e10dd909bd02bb08b0452fa33ce71947303b994ccbd5cd656a39c

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:e2cbab142f08ec8140b65677289fd66dbb383aa078c7fe14b114789db4376a0f

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=sha256:20f5a8a1cd9304a2de8c09810f6d323d1fb761f91afb05ba8b1fc24c6beffcd6

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=sha256:2c2dfdda7e6ac2dee5a7d2c4ba83e400d6ac67e469b83ecad6dd721d5775d6bb

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=sha256:8d955f6bb32e8481ced34ce1912f914b7911999852777c8622e80a1b4288f862

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:a61f9128926ffe98d9b24a151c4cc3b156b19ad2960f9fb142d4dcad5913e699

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:d21690d6b41909def51391d7b9cd3e5c00985a462953fb1afe5dfab3539ecd03

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=sha256:0e5691dc0a6fbcb985122cd96d023c0ffd8312b8f03d272b8b7728e0a332cca7

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=sha256:4912fe72a8d386efad2c55abc34ca78932529b319ec9d122e5691ee02500f1da

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=sha256:985eaa870ff2e300af5510613306886fb7eb2e7d8f80ee1656692b26f7699c63

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:a17589706ec7c485c7b2aa3854fbd5874bd894b23d1199fef5a53d886975f567

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:d7f2b382390f4e535158fd4e1961b87ab928e9ff84c6112b3d50063dbefd85ed

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=sha256:494d050820cc51e0096d551f69a510bf69358327e466046ac38e2c9ad41e7dab

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:ed4a1b91ddceaf57b374e2c6e786a31991cc722bf4e8bd2557b9d0fd8c97babb

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=sha256:0d47d474bd82a86db21fbf528c8a4cc3f454c923f14635328e093890019b6b42

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:b5dc7e09637e5dd8c67f60c5d3f43c444c322025db20dbbb916648553132e92e

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:abe205aab8b019461d2faf7a6afef242802faad5b91daf78fb23d1f5f2d8fea4

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:c9d883e554fd971f7843f6d98017ee9310c01f656196829b3c99b652f2a8739b

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:aa01bf68e1f836e0ebffa83b37dbd27375626487005753253f9dc691a8e02f2f

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:a99fed1274f87e14d4d6cb9ca7c8a2e1fb8f7858eedad74eb5caad2ca7cead6d

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=sha256:985ccc2b9c4ae7fcd9ccb9723eb3af37057f9cc0c7a0ccf38815a97c4ffe9984

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=sha256:509f9eacafb5fd98fb687d0078f13b20d379069cf6e7bf6618f9cb5c4314dd77

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:bdd0c30a2936e0e260147350c150c208f770b89efa2091a8099f919ea163b383

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=sha256:270f4cbb64ddc85919cd1cfb1e0082ae84b6d35cee0b267b9bc19c6e0a0cd75f

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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source=pdf_text observed=2026-08-11T00:26:46.642576Z digest=sha256:335e13e4e42b02ca6c2ef900d73e51874729f5dc94b282bcacd2e6386b3800a2

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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source=pdf_text observed=2026-08-11T00:26:46.647202Z digest=sha256:ce0455b5050edff1dcac0251911f2ecc6f588b21280f42e0e41ef7e5c79e4cb4

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=sha256:1f89b50e397179073b406641123615b3003d3bd508ce9b5ce564148b3416c07a

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=sha256:4c4e924045f26d7c5525b1797a8cf8f35ae97799d434fed2be938c23d3120acd

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:b1dc0eb0877e5f32b4967fb8e5fef40674e04e50fa5f3c8b6bea8c3563c2bdf0

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=sha256:7f79bc60f201234e563437544ffef2cc7b331f879a5c26729660322a491579a4

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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source=pdf_text observed=2026-08-11T00:26:46.674848Z digest=sha256:0d43c7d3d2b1cb81bffb5d579d353ecdc5f8e3464d7c4746d168ae3a9d7ec4d8

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:e18f3b86a84a82831dc4eacf1909915811ecf1def2c5d7c5af78764b5caaf38b

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=sha256:738bec82af49f8078a0e58234e5510f35f58a04e18873c06166b5c4a99b05946

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=sha256:3347bfe77c34105b35a5ea31b769408f607236ac7059a9bf2085d5981792b484

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=sha256:45f3de3a4812ba589b457fa20a334f438027ceb8817ef5cb193dec216976e4da

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=sha256:7a69ef75ddbbe8409639fe4f0074b72ceed366861c4f67cf0616f0671069a026

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=sha256:8fe290bd525bc87920fa29e7fba63cec0d12d7c02c83c1eff630ca21985068ed

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=sha256:192c89393f8c0e968be359d1ef0c93ba32627d1f7a2b974d684bae61fb5f1e2b

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=sha256:6a7e827ec5455aa76b7710968905f179f5ec169228b14140df68269c0008c0f8

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:ad0a37ce1b090385be0ee05c6a58188b748f7805de9789398cb320021ad5e671

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=sha256:142cc1524bd9896a79dc3ddbb0db204838ddcf1bc4d4e73e4d6ad1ed499ebd9d

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:abe1e4b2f4f49335ec9f52f4370ca71b280adb551988ac2cb18475320ee3bfb2

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=sha256:1a3c98f63a010c9a2211835062d7b28eceed5d2b3f496bd4f0f71aeeb5635958

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:bd199b1f6dbbab7cb7de8b14f8043a1319ed44e978ac4581f0b01813ba69ab1e

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:cf6aea9d77f0dbfcf83cdb96fa18041b98157e8e44da09e63c3c088db4c6df1b

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=sha256:2e45c35570fbe1ed8b15cad87798460b7361a6c794aa1a1da0e59d685a36af16

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:ce7e07daf1426dfdf37166292b060956dd85038c7b63935d79891d46083c1fab

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:e8cbea10fb4b6f1f4e61749e40cc80f2982ff705fbd09abce5d8c439b2908b22

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