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Paper Citation Record · LEDGER

Cosmology-informed Neural Networks to infer dark energy equation-of-state

As of 20 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 2 inbound Pith citation observations for arXiv:2508.12032.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.12032 v1

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measured 61 of 61 reference resolution

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Reference resolution

61 of 61 outbound references displayed

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Outbound references

Observation 2ce1b04e-7783-41e3-bde5-69b91f469bc2 · outbound

This paper cites Deep Learning.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Deep Learning

Reference 1

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Observation e52f7066-87a0-4bb7-97d9-69114ebf2cc3 · outbound

This paper cites Artificial neural networks.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Artificial neural networks

Reference 2

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Unresolved cited work

Reference 3

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Observation 78bd2d64-595b-431c-80b6-989f054f1e31 · outbound

This paper cites Introduction to the artificial neural networks.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Introduction to the artificial neural networks

Reference 4

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Observation 325e2f42-5f10-4135-80fc-d6f937f69d79 · outbound

This paper cites Raissi, P.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Raissi, P

Reference 5

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Observation 680b66e8-f280-4bea-8c04-b849183af923 · outbound

This paper cites Spurio Mancini and A.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Spurio Mancini and A

Reference 8

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This paper cites Solving Differential Equations Using Neural Network Solution Bundles.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Solving Differential Equations Using Neural Network Solution Bundles

Reference 9

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Observation 233db874-573a-4034-b59a-d37f504a1324 · outbound

This paper cites Chantada, Susana J.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Chantada, Susana J

Reference 10

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Observation ea199a50-6971-496d-baf5-48ef2b689ab5 · outbound

This paper cites Perlmutter et al.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Perlmutter et al

Reference 11

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Observation 71d79027-c69e-4f84-b682-8bc0e7090137 · outbound

This paper cites Riess et al.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Riess et al

Reference 12

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Observation 8f2ef608-cddb-4c13-8edf-1f6245618bb1 · outbound

This paper cites The Pantheon+ Analysis: Cosmological Constraints.

Cosmology-informed Neural Networks to infer dark energy equation-of-state The Pantheon+ Analysis: Cosmological Constraints

Reference 13

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Observation bc1cc942-1040-44bf-8063-9433a7e4d570 · outbound

This paper cites Carroll, William H.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Carroll, William H

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This paper cites The Cosmological Constant Problems (Talk given at Dark Matter 2000, Febru- ary, 2000).

Cosmology-informed Neural Networks to infer dark energy equation-of-state The Cosmological Constant Problems (Talk given at Dark Matter 2000, Febru- ary, 2000)

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Unresolved cited work

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Observation e518b99d-94d4-43e6-b0a2-2f9d5b30471e · outbound

This paper cites The Cosmological Constant Problem: Why it's hard to get Dark Energy from Micro-physics.

Cosmology-informed Neural Networks to infer dark energy equation-of-state The Cosmological Constant Problem: Why it's hard to get Dark Energy from Micro-physics

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Quantum Gravity and the Cosmological Constant Problem

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Aghanim et al

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Observation 63add92a-551d-4ef8-87ec-d7d1e69e1279 · outbound

This paper cites A Lockdown Perspective on the Hubble Tension (with comments from the SH0ES team).

Cosmology-informed Neural Networks to infer dark energy equation-of-state A Lockdown Perspective on the Hubble Tension (with comments from the SH0ES team)

Reference 21

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Freedman

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Mota, Adam G

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Accelerating Universes with Scaling Dark Matter

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Redshift-space distortions, pairwise velocities, and nonlinearities

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This paper cites Test of the chevallier-polarski-linder parametrization for rapid dark energy equation¡? format?¿ of state transitions.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Test of the chevallier-polarski-linder parametrization for rapid dark energy equation¡? format?¿ of state transitions

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Reconstructing gravity on cosmological scales

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: Cosmological implications from two decades of spectroscopic surveys at the Apache Point Obser- vatory

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Lodha et al

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Cosmology-informed Neural Networks to infer dark energy equation-of-state Future supernovae observations as a probe of dark energy

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Cosmology-informed Neural Networks to infer dark energy equation-of-state New parametrization for unified dark matter and dark energy

Reference 37

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a62569a1-d9af-4642-980a-5115ff0c1ab7 · outbound

This paper cites A new equation of state for dark energy model.

Cosmology-informed Neural Networks to infer dark energy equation-of-state A new equation of state for dark energy model

Reference 38

Resolution
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raw_fallback, observed 2026-08-15T17:33:21.776808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b169ff42-76b6-4cb6-8673-b83eff47adf7 · outbound

This paper cites Probing the dynamics of dark energy with novel parametrizations.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Probing the dynamics of dark energy with novel parametrizations

Reference 39

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 4495d93a-635e-4496-9df2-d151f37f19ae · outbound

This paper cites an unresolved cited work.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Unresolved cited work

Reference 40

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 6c211c7b-52e9-4aac-b9da-83e109dfeec1 · outbound

This paper cites Automatic Differentiation is Essential in Training Neural Networks for Solving Differential Equations.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Automatic Differentiation is Essential in Training Neural Networks for Solving Differential Equations

Reference 41

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a5d7c62e-6ca1-4d5c-8516-e2bfc56cb896 · outbound

This paper cites L2 Regularization for Learning Kernels.

Cosmology-informed Neural Networks to infer dark energy equation-of-state L2 Regularization for Learning Kernels

Reference 42

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 710ef2dd-2644-4a36-999b-6a83f67d8fb2 · outbound

This paper cites The pantheon+ analysis: the full data set and light-curve release.

Cosmology-informed Neural Networks to infer dark energy equation-of-state The pantheon+ analysis: the full data set and light-curve release

Reference 43

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 3d0d2093-054b-4b7c-937e-1522be0bb646 · outbound

This paper cites The Pantheon+ Analysis: The Full Data Set and Light-curve Release.

Cosmology-informed Neural Networks to infer dark energy equation-of-state The Pantheon+ Analysis: The Full Data Set and Light-curve Release

Reference 44

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 98983468-a055-42c7-b5a9-d4811f86794b · outbound

This paper cites Coughlin, Susana Deustua, Augustin Guyonnet, Nicholas Mondrik, Joseph P.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Coughlin, Susana Deustua, Augustin Guyonnet, Nicholas Mondrik, Joseph P

Reference 45

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 578c7d3e-cdea-49c7-9513-c6af0712d705 · outbound

This paper cites Ma´ ız Apell´ aniz and M.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Ma´ ız Apell´ aniz and M

Reference 46

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation df1153f3-1352-44a1-a378-c1914d4c1c67 · outbound

This paper cites Hogg, Dustin Lang, and Jonathan Goodman.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Hogg, Dustin Lang, and Jonathan Goodman

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:21.555130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a963a68c-b20e-4965-85ae-05fa9a64a44f · outbound

This paper cites an unresolved cited work.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Unresolved cited work

Reference 48

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 3e6727a3-bbba-433d-a7b6-9751c84b03e2 · outbound

This paper cites Shankaranarayanan and Joseph P.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Shankaranarayanan and Joseph P

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:21.439841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 6c1f048a-5b08-478a-bfc5-9c2bf00d7956 · outbound

This paper cites Aluri, and David F.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Aluri, and David F

Reference 50

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0ba9a4b5-064d-42dc-96a9-e5a18111467d · outbound

This paper cites an unresolved cited work.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Unresolved cited work

Reference 51

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 49d27cc2-9450-40c9-8201-ce9962d67886 · outbound

This paper cites Neural Ordinary Differential Equations.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Neural Ordinary Differential Equations

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T17:33:20.726642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:33:20.726642Z digest=sha256:3150cc6360808c78cdeec5b62f5fd4bee3e98ef5bcda97efa31fd5c9a27fe39b

Observation a02e9104-3abc-4de5-b687-1860aeccc265 · outbound

This paper cites Cobaya: code for Bayesian analysis of hierarchical physical models.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Cobaya: code for Bayesian analysis of hierarchical physical models

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:21.398027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation e1eb68dd-36aa-4b6f-aed3-bc86c24ed4f4 · outbound

This paper cites GetDist: a Python package for analysing Monte Carlo samples.

Cosmology-informed Neural Networks to infer dark energy equation-of-state GetDist: a Python package for analysing Monte Carlo samples

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:21.383767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation ab9206cf-fe74-49c4-9611-8cf14c1c9c6a · outbound

This paper cites SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python.

Cosmology-informed Neural Networks to infer dark energy equation-of-state SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:33:21.370606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 7fa9ad49-03b0-44e0-9e37-5dd0db2a8d21 · outbound

This paper cites Harris et al.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Harris et al

Reference 56

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a9049b6a-4ae9-47e7-ab58-c29901c5fb78 · outbound

This paper cites an unresolved cited work.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Unresolved cited work

Reference 57

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 97fc7b68-d433-477a-927e-7162ef841e39 · outbound

This paper cites an unresolved cited work.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Unresolved cited work

Reference 58

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 6b515cee-d9c6-49cd-b1f5-5062e1fac073 · outbound

This paper cites Price-Whelan et al.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Price-Whelan et al

Reference 59

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 73d1ad45-a570-482d-b401-8f0a72bcc8b4 · outbound

This paper cites an unresolved cited work.

Cosmology-informed Neural Networks to infer dark energy equation-of-state Unresolved cited work

Reference 60

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation ea74534b-7e56-46a2-806f-8aa73eab60ed · outbound

This paper cites 652, C4 (2021)].

Cosmology-informed Neural Networks to infer dark energy equation-of-state 652, C4 (2021)]

Reference 2020

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

Observation 479f44e4-cb6b-4e7e-a8f9-de9c0733aab1 · inbound

Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction cites this paper.

Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Cosmology-informed Neural Networks to infer dark energy equation-of-state

Reference 93

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 35ae120f-8a60-42d6-845c-e38ee47aafb0 · inbound

Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction cites this paper.

Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Cosmology-informed Neural Networks to infer dark energy equation-of-state

Reference 93

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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