Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T12:55:26.987235Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 100 of 115 outbound references and 0 inbound Pith citation observations for arXiv:2605.30139.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T12:55:26.987235Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 115 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a537b289-ee04-43d9-a4c5-3bf000768898 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Unresolved cited work
Reference 1
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Observation 36558c2d-dc5b-43fc-ae7f-19715e9f49ae · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Unresolved cited work
Reference 2
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Observation 5359a12c-afed-4d23-ba98-99dfec12f488 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Last but not least, in order to avoid unphysical oscillations related to overfitting, we introduce weak smoothness penaltiesL SP
Reference 3
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Observation b357d71d-d407-4f67-8ef5-7014447b8fa1 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction We consider the 31 model independent direct measurements of the Hubble parameter within the redshift range 0.09≤z≤1.965 [90]
Reference 4
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Observation 9ad983d3-d5d8-4b7e-b94c-1f3a05709adf · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Unresolved cited work
Reference 5
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Observation d3c0a6a4-bb90-458e-8c80-5b6d047d2530 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction The catalogues provide measure- ments of the distance modulusµ obs i as a function of redshiftz i
Reference 6
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Observation 106a5df8-eb70-4c80-94c4-2f87cd03c86e · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction For 1 NData χ2 Data << γ2, theL DATA ≃ 1 NData χ2 Data
Reference 7
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Observation 8f491350-7600-4574-8e5a-23cfe5e82eee · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction First, we perform training runs with different sets of initial conditions to verify whether the PINN converges to a consistent solution
Reference 8
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Observation 295bad39-16b1-49f6-8d30-52c3f103bdff · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Riess et al., Astron
Reference 9
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Observation 7e3171bb-f41d-413a-9004-4483b1cf6ce5 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Tegmark et al., Astrophys
Reference 10
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Observation 43a880fa-a918-4f1e-936b-a4949f1d8def · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Kowalski et al., Astrophys
Reference 11
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Observation ec1ab9f3-bb99-418f-97e5-a217e8230fa1 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Komatsu et al., Astrophys
Reference 12
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Observation 7e324da8-20c2-41ba-bed6-de0924c125b8 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Suzuki et al., Astrophys
Reference 13
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Observation a39d6df9-7a6f-4dd6-a15e-fe8a31978adb · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Gutierrez, Nucl
Reference 15
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Observation 15fa1402-fb7c-4393-a7dd-2b03ff3fdf71 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Di Valentino et al., Atropharticle Physics 131, 102605 (2021)
Reference 16
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Observation 23ff41af-9c69-4847-9f80-b7ef12a820a4 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Weinberg, Rev
Reference 17
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Observation 6da4efa2-5733-4f65-9ffe-5988de1a3c0f · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Padmanabhan, Phys
Reference 18
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Observation cfe54f56-e532-4505-9911-468715fe8fc2 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Six Puzzles for LCDM Cosmology
Reference 19
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Observation b22b729c-7b86-4a66-979d-a3b25c3b751b · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Di Valentino et al
Reference 20
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Observation d0c48909-8ac6-4968-8815-966de8466fd4 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Gorini, A
Reference 21
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Observation 4fec0f4a-4d50-4312-8faf-1d8799da3860 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Valiviita, E
Reference 22
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Observation dc3fc9d1-71b6-46d5-971c-ea08a82ebe7c · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Unresolved cited work
Reference 23
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Observation b49d6a08-f1e1-40c7-9bcb-b66d2244f50b · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Paliathanasis, Phys
Reference 24
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Observation ccc48742-5e66-4638-a4ee-ce275390ba65 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Ratra and P.J.E
Reference 25
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Observation 8db6e81d-8156-43de-906f-baeab7241fef · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Peebles and B
Reference 26
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Observation 301e271f-7ce9-47d4-b100-2d9fda8356f8 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Ludwick, Mod
Reference 27
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Observation 6f5b252d-19c5-4d77-8758-23db86bae8b4 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction V´ azquez, D
Reference 28
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Observation 439c5221-ccc9-422c-809c-c04d78c6be84 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Shajib and J.A
Reference 29
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Observation 1b7ed651-791c-4922-8335-04e5fa40b9ee · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction van de Bruck, G
Reference 30
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Observation 6477171d-c417-44e4-acd4-4d7c1e2fce2b · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Paliathanasis, T
Reference 31
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Observation 0cd588fd-eb79-4fce-bae0-c302b38f7ca1 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Deffayet, X
Reference 32
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Observation 9bd35314-adb3-41f4-8d0a-59c10e288711 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Faraoni, Cosmology in Scalar-Tensor Gravity, Springer Dordrecht (2004)
Reference 33
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Observation 31657be6-d7a8-4533-9a25-c5c213a24b66 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Kase and S
Reference 34
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Observation 7a58a881-7a7a-43aa-892e-5edccb0e0f13 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Buchdahl, Mon
Reference 35
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Observation ab630c5c-f804-454d-bdc7-2b623937b6e8 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Ferraro and F
Reference 36
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Observation 1d687aab-0e70-483e-85fc-7beccf1517bf · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Heisenberg, Physics Rept
Reference 37
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Observation a255b21a-d186-463e-88b7-1e4ec31d8fd0 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Clifton, P.G
Reference 38
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Observation 5066af67-8378-4bff-a9d0-10c17cf449b3 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Nojiri, S.D
Reference 39
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Observation 2085264d-29e9-4493-970b-e30f79ca4840 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Joyce, L
Reference 40
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Observation 8d80a685-3b21-40cb-937c-b260b5e0495d · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Yoo and Y
Reference 41
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Observation 03f453c9-379b-4d19-b06c-1bd279aeb3f8 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Nojiri, S.D
Reference 42
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Observation 95a238e8-b336-4d48-afbf-7af44dc681d2 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Saridakis, Phys
Reference 43
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Observation fd80b5e2-ff43-46c6-a901-2380e8eab084 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Basilakos, A
Reference 44
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Observation 3495a12f-5823-4469-88b9-3d577d5fdcfe · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Sahlu, A
Reference 45
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Observation 4b366a8f-676f-4da1-ac62-22a92005209e · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Paliathanasis, JHEAp 52, 100609 (2026)
Reference 46
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Observation 9b4214cc-9325-475f-878f-11a0bde47df1 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Paliathanasis, Phys
Reference 47
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Observation c7640104-1ff2-429f-83e0-457651539bbf · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Shafiello, V
Reference 48
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Observation 6ff09dd8-91f4-4384-914a-9e2e19391c21 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Giare, M
Reference 49
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Unavailable: canonical work link unavailable.
Observation 6ff66b2b-a256-429f-b5b1-5106274ef12a · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Chevaller and D
Reference 50
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Observation eea1b569-3ba9-43c3-9305-5e8363db120b · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Linder, Phys
Reference 51
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Observation 7e4d9895-4128-4d1a-a23d-a5a26c4d0027 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Rezaei, M
Reference 52
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Observation b77b1e89-09a6-4c26-8f3e-37bcb62e230b · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Unresolved cited work
Reference 53
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Observation ebe7ac83-beff-4086-a832-32c6e088a010 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Barboza Jr
Reference 54
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Observation ee079a83-e1ed-48e7-8fab-2413b10529ec · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Dimakis, A
Reference 55
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Observation d5212b1a-6553-480c-a3e0-35e15b9dce62 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Linder, Astropart
Reference 56
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Observation 4688b410-6d92-4e0b-bcfa-4316f6928410 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Tripathi, A
Reference 57
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Observation 3ac81045-43c9-442e-8b83-c21a8fc28217 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Escamilla, S
Reference 58
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Observation 948baecf-54c9-4a8c-94a6-440ac3d58b3a · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Paliathanasis, Phys
Reference 59
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Observation 495cb355-4081-42a1-9205-c347d6176eda · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Shafieloo, A.G
Reference 61
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Observation c4e9608f-301e-473e-a150-2b1d13532d1c · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Seikel, C
Reference 62
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Observation bcb39ec9-99ed-4a04-b32b-63720af43607 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Yang, Z.-K
Reference 63
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Observation cb1cfc52-4fd4-41c1-8b07-0d71fa2fa6b5 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Zhang and J.-Q
Reference 64
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Observation da1ebbfc-5fed-4741-8b33-5a0be6331cce · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Jesus, R
Reference 65
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Observation 25068cc0-1ba5-43b9-b53e-919861ff370d · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Yennapureddy and F
Reference 66
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Observation c1f5cbc2-b7c6-4142-842d-a4bab945d53c · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Bernado and J.L
Reference 67
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Observation d0c21a69-29b4-49e3-974e-4087428cc140 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Unresolved cited work
Reference 68
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Observation 0ee08751-0600-470c-96f3-2e0e3ab61d62 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Ren, S.-F
Reference 69
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Observation e8bb0544-6797-41cc-b066-544d07f69ab3 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Unresolved cited work
Reference 70
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Observation 9c7b29f2-5b9c-4571-9209-be79404e70fa · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Wang and X.-H
Reference 71
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Observation 8c5a653f-c9e7-4067-bcca-06a048661e5f · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Dhawan, J
Reference 72
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Observation 16bc3886-4250-483d-a2cc-5ee5762f043e · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Zhang and H
Reference 73
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Observation b33e09e9-9e31-4c8f-99b2-f2dc9bcce7bf · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Johnson and H.K
Reference 74
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Observation f1f79f96-3fd4-49a4-b9d7-563893dc63d4 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Reconstruction of the Quintessence Scalar Field Potential Using Gaussian Processes
Reference 75
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Observation 235d23ca-c582-4506-9c58-3f3e41ec53cb · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Wang, X.-J
Reference 76
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Observation 9072c5b7-8de5-403b-a557-87cb0eb77b67 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Zhang, Y
Reference 77
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Observation 8c74aa1a-78a5-4f7d-98f9-8f3c12f9ac6a · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Gomez-Vargas, R
Reference 78
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Observation c5735e96-7492-432e-a82b-9f19bd49a0ab · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Dialektopoulos, P
Reference 79
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Observation 86d9c4b7-5af8-4f49-a391-1f23614e0d0d · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Dialektopoulos, P
Reference 80
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Observation b9c59513-22a8-4d82-a13f-6d006b2ae31e · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Mukherjee, M.G
Reference 81
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Observation 3ce9e916-49d4-45c9-90a4-c751ef769561 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Mukherjee, K.F
Reference 82
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Observation 79840bb7-d059-49d8-9212-a2b6bd17e897 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Unresolved cited work
Reference 83
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Observation 5032daeb-5db0-4b88-a73e-4ed2bf25bcc5 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Thummel, B
Reference 84
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Observation 6391e8fb-e9cb-4b5f-a4bb-e20d0ff80e8b · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Zhang, G.-J
Reference 85
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Observation 1b5d46c0-3ffd-4021-9d96-bb7eea47ff48 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Zhang, Y.-C
Reference 86
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Observation e93b198f-162d-404a-b1fa-d543d59610ad · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Mukherjee and A
Reference 87
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Observation dcd8a906-499b-46d4-ac0c-4d91af172c46 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Raissi, P
Reference 88
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Observation 2e266b6d-44e8-433f-aa07-0f44f5aced1a · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Liu, PINN with Python: An Introduction, Scientech Publisher, Mason, USA (2025)
Reference 89
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Observation 2d00774b-f8b8-489d-9911-6dc852761667 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Chantada, S.J
Reference 90
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Observation 7cacf306-3057-4172-8ec0-f7023729c9ea · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Yarahmadi and A
Reference 91
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Observation 3ddbc113-32f6-4ed3-9174-6ed157d75106 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Yarahmadi and A
Reference 92
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Observation 35ae120f-8a60-42d6-845c-e38ee47aafb0 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Cosmology-informed Neural Networks to infer dark energy equation-of-state
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Observation 769d1141-5ef9-462b-a9cf-c6cf0c13584a · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Gomez, A.T
Reference 94
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Observation 3e650062-ccf2-4689-883f-37549379eb62 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Unresolved cited work
Reference 95
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Observation b9eeff10-b1e2-44c2-a2a6-20907a46a2cc · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Aghanim et al., A&A 641, A6 (2020)
Reference 96
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Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Setting the Stage for Cosmic Chronometers. II. Impact of Stellar Population Synthesis Models Systematics and Full Covariance Matrix
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Observation 7940b847-265d-4d53-bb25-6077f4ca9b66 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Vagnozzi, A
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Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction DESI DR2 Results II: Measurements of Baryon Acoustic Oscillations and Cosmological Constraints
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Observation 5e804697-9247-4376-9992-a0af64971986 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction DESI DR2 Results I: Baryon Acoustic Oscillations from the Lyman Alpha Forest
Reference 100
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Observation a55cc0c8-6c3d-466d-85d3-192e5c261216 · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Brout et al., The Astrophysical Journal 938, 110 (2022)
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Observation 7d47032a-a87d-4f67-b6ab-2c5a1d3a35fe · outbound
Cosmo-PINN: A Physics-Informed Neural Network for Cosmological Reconstruction Union Through UNITY: Cosmology with 2,000 SNe Using a Unified Bayesian Framework
Reference 102
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