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Paper Citation Record · LEDGER

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite

As of 15 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2607.17348.

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

pith.paper-citation-record.v1
2607.17348 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:19:09.412525Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

48 of 48 outbound references displayed

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  • unresolved48
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  • malformed identifier0
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External citation measurements

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Outbound references

Observation 2b082a55-36f7-4f8a-92b7-e30b265d7c0b · outbound

This paper cites TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Reference 1

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Observation 65c1b8c3-87c8-4cab-af43-afc845c74b3f · outbound

This paper cites 2021, A&A, 651, A96.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2021, A&A, 651, A96

Reference 2

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source=pdf_text observed=2026-08-01T18:19:04.399367Z digest=sha256:9d3e5c23425d62bf6e05ab3af51660a6538e6979445d73096c01644c3ddf4af3

Observation 1b667730-3a80-49db-a0d0-9067930ec235 · outbound

This paper cites Deep Learning using Rectified Linear Units (ReLU).

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite Deep Learning using Rectified Linear Units (ReLU)

Reference 3

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source=pdf_text observed=2026-08-01T18:19:04.528170Z digest=sha256:48d94e7d91e1de8e9a8501909ecd0203f397daec251127a9cd99ee8f18e2175b

Observation 2fb3d82a-6dee-4f37-b8e6-d3868037bb4b · outbound

This paper cites & Przybilla, N.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite & Przybilla, N

Reference 4

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source=pdf_text observed=2026-08-01T18:19:04.691505Z digest=sha256:c6e9aeb31539daf9cac6bc346023a6424762be7b29943b8f202ca6028bca8fc4

Observation d24c6424-96d2-48e9-b489-417bc18037e2 · outbound

This paper cites 2023, A&A, 671, A36 Astropy Collaboration, Price-Whelan, A.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2023, A&A, 671, A36 Astropy Collaboration, Price-Whelan, A

Reference 5

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source=pdf_text observed=2026-08-01T18:19:04.824351Z digest=sha256:1dd5858746c9bde09164c996e7879cd1729ad11f1ab5ab461d08951645014742

Observation ff7d1356-bdba-477d-91f3-fcf8803436cc · outbound

This paper cites A., & Puls, J., eds.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite A., & Puls, J., eds

Reference 6

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source=pdf_text observed=2026-08-01T18:19:04.932224Z digest=sha256:447231a8f4c58a9d18ea0b57328513103882c38c33cb5c76b5c8cd5c1071c1ec

Observation ffac0f10-c49e-4218-9588-f0093a08f7b7 · outbound

This paper cites 2016, Statistics and Computing, 26, 383.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2016, Statistics and Computing, 26, 383

Reference 7

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source=pdf_text observed=2026-08-01T18:19:05.019239Z digest=sha256:5bd5de7b0e65366b8ce647edf17efd7ecc6289ca0fee44ed5abe1ca88316981e

Observation 041e755a-dc49-494b-8b0d-f5a2589eff3b · outbound

This paper cites 2019, PASP, 131, 108005.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2019, PASP, 131, 108005

Reference 8

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source=pdf_text observed=2026-08-01T18:19:05.136994Z digest=sha256:0c95cab69e8fed828ecbbd678b057fe580d7a9e043eba9f605d7a0d907f8ab46

Observation 7c6e3493-8c29-481c-a37a-e6a5f0b21dda · outbound

This paper cites 2021, The Journal of Open Source Software, 6, 3001.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2021, The Journal of Open Source Software, 6, 3001

Reference 9

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source=pdf_text observed=2026-08-01T18:19:05.246612Z digest=sha256:c41ca091b02cdae79bb67c6e03e0fed0945ad25257cca5fa8634bd4b92459678

Observation 4590ab46-4795-4d7a-b6e6-97824bc37112 · outbound

This paper cites P., Puls, J., Sundqvist, J.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite P., Puls, J., Sundqvist, J

Reference 10

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source=pdf_text observed=2026-08-01T18:19:05.392266Z digest=sha256:43a6b19a9c300246404ec3dfdd09cfd12f5adb9d10b9809b4ce51b37e93b5a1e

Observation ac09a2be-45b1-4875-b19c-1a920c7c44cb · outbound

This paper cites & others.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite & others

Reference 11

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source=pdf_text observed=2026-08-01T18:19:05.550211Z digest=sha256:bd5e0b8b9be4b73b52e22e5212cbfa92a8bbae77fdc00a0f8a02fe903b4e9a2b

Observation 9f8a8542-77b7-4c0d-aeb6-e0c431f1063e · outbound

This paper cites 2020, The Messenger, 180, 10.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2020, The Messenger, 180, 10

Reference 12

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source=pdf_text observed=2026-08-01T18:19:05.662819Z digest=sha256:77e824aeadd2f17616669ae5b5f56877ab177c17a1f1d4e3af8d4dbd548d2111

Observation 2aa4a3c1-59c2-44f4-9034-10d7e387fe68 · outbound

This paper cites J., Szalay, A.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite J., Szalay, A

Reference 13

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source=pdf_text observed=2026-08-01T18:19:05.795152Z digest=sha256:3c597793eaf2bdd1e6556e6f66b42c8de4e1e43ecdc2884758a2bdf80d069117

Observation 3ab126be-95f2-4a9f-a9b2-9218aabf945b · outbound

This paper cites C., et al.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite C., et al

Reference 14

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source=pdf_text observed=2026-08-01T18:19:05.924414Z digest=sha256:81896e91b79b5216e675e65abc7e68710f5cac09387a82b4c096bca3cf627eec

Observation dc47fa23-1687-4b6f-894e-12f3220317a8 · outbound

This paper cites The Science Case for Multi-Object Spectroscopy on the European ELT.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite The Science Case for Multi-Object Spectroscopy on the European ELT

Reference 15

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source=pdf_text observed=2026-08-01T18:19:06.068543Z digest=sha256:3c22130818184af87d4986afce9fd442d2ac250131fe51bb2ffd0822e0b970bf

Observation e028e900-bccc-485c-a0ce-b047263d1b28 · outbound

This paper cites W., Lang, D., & Goodman, J.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite W., Lang, D., & Goodman, J

Reference 16

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source=pdf_text observed=2026-08-01T18:19:06.209215Z digest=sha256:92d71f8b9beec2638d855d0063faf9f1abdbf8d839870f1e0cd721080d3144c7

Observation a780c799-0b84-481c-9e95-208aa1ca5870 · outbound

This paper cites R., Senchyna, P., et al.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite R., Senchyna, P., et al

Reference 17

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source=pdf_text observed=2026-08-01T18:19:06.320656Z digest=sha256:2cbebe3f88878abe000631fdab5e5d0e5fb5863c5bc66f8c3ab8fedb7d37eab0

Observation cc2d8393-0536-4ec2-a8fa-13db5e3f4714 · outbound

This paper cites & Loeb, A.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite & Loeb, A

Reference 18

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source=pdf_text observed=2026-08-01T18:19:06.454897Z digest=sha256:5d615b6488e8e39250f0a393c00cd23bd5641dc09708f27dfc1a95366fe6d4ab

Observation 021e1dd2-89fd-45e3-8ef6-21a741a066ab · outbound

This paper cites & Gräfener, G.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite & Gräfener, G

Reference 19

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source=pdf_text observed=2026-08-01T18:19:06.596831Z digest=sha256:359f7484a3d525ca7bfef0e6bb420bd066840d6bfc603ca90c11f91e8ef39cad

Observation 85918492-6ad2-4588-b424-f80d58ac97d2 · outbound

This paper cites R., Millman, K.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite R., Millman, K

Reference 20

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source=pdf_text observed=2026-08-01T18:19:06.764874Z digest=sha256:44c7fb370cae642c3f6259dabe195621ef7923bb3f69cae6e1c243d2a0aa52cd

Observation 2f3ef58b-41dc-4e26-8547-6be04e52f8c0 · outbound

This paper cites an unresolved cited work.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-01T18:19:06.919099Z digest=sha256:85c92f4a4a4f773a402dd7c4416ab9b366f73c6ba8a8d140346670c506c943b4

Observation fa8f4c64-b3e4-499a-8e52-3c2231626fd6 · outbound

This paper cites 2012, rmsprop: Divide the gradient by a running average of its recent magnitude.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2012, rmsprop: Divide the gradient by a running average of its recent magnitude

Reference 22

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source=pdf_text observed=2026-08-01T18:19:07.075498Z digest=sha256:0b1ece74876a2e729e6058ff7916a2248daaa89205e850ff05f401fc77e8009a

Observation dd382aa9-694c-473a-861e-d209e64da28a · outbound

This paper cites 2025, A&A, 703, A175.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2025, A&A, 703, A175

Reference 23

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source=pdf_text observed=2026-08-01T18:19:07.197773Z digest=sha256:91d99ff6c53a1e5c5bd292ac5cc2518c4ee0bb528cbcff213228306f76c7ffc0

Observation 0a0cef5f-0df8-4032-96e2-daf513fbcf4c · outbound

This paper cites F., Kereš, D., Oñorbe, J., et al.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite F., Kereš, D., Oñorbe, J., et al

Reference 24

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source=pdf_text observed=2026-08-01T18:19:07.243455Z digest=sha256:643270a61802a1eb72e991ec02d332afe2e63d907b612417d564be4abcb4fd7c

Observation b37dd89b-52b8-4398-8dab-e9784986770e · outbound

This paper cites & Mihalas, D.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite & Mihalas, D

Reference 25

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Observation da9eff85-fe2b-44d3-aecd-68a054f3c153 · outbound

This paper cites J., et al.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite J., et al

Reference 26

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Observation 26cbdab6-e952-4c99-b3e7-dd48414bbf92 · outbound

This paper cites L., Smartt, S.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite L., Smartt, S

Reference 27

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Observation 2d81c9a0-324b-4b23-86f5-6710221cef64 · outbound

This paper cites J., & Proffitt, C.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite J., & Proffitt, C

Reference 28

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Observation 5c4e8c15-6c3b-434a-9077-0deae712098b · outbound

This paper cites A., Rix, H.-W., Aerts, C., et al.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite A., Rix, H.-W., Aerts, C., et al

Reference 29

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Observation ba0107df-bcc2-4a63-ab2d-c9d0481a2f14 · outbound

This paper cites an unresolved cited work.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite Unresolved cited work

Reference 30

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Observation cea9e232-1821-4c85-ba66-a0ae52f4b039 · outbound

This paper cites & Hubeny, I.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite & Hubeny, I

Reference 31

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Observation 1b2fdcc4-c7a1-4cbd-aa74-0f3df9059479 · outbound

This paper cites & Hubeny, I.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite & Hubeny, I

Reference 32

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source=pdf_text observed=2026-08-01T18:19:07.830783Z digest=sha256:1c09a68366ef4db5138b116cdfdf6d02f9edc388f0f5f4619cb937c336a73df9

Observation ed7b1817-cdfd-4e82-ae2c-a543d2d1a913 · outbound

This paper cites & Bodensteiner, J.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite & Bodensteiner, J

Reference 33

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source=pdf_text observed=2026-08-01T18:19:07.887778Z digest=sha256:b4ecdba2f37cc5bf092a33252c6e5cf8409f3bf6ee1af046a56061da4b6cb853

Observation 43578431-b9e1-4104-b0af-e557ea2f0821 · outbound

This paper cites 2000, A&AS, 141, 23.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2000, A&AS, 141, 23

Reference 34

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Observation 1e3216e2-c0fa-41a1-a6ab-edf3c5038d96 · outbound

This paper cites A., Venero, R., et al.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite A., Venero, R., et al

Reference 35

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Observation 2ceb5d32-e9e5-4f01-83e1-3758c8853de1 · outbound

This paper cites 2011, A&A, 526, A69.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2011, A&A, 526, A69

Reference 36

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Observation 09d7cd82-4561-4952-a19e-29a7c44e0399 · outbound

This paper cites an unresolved cited work.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite Unresolved cited work

Reference 37

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Observation fe0055d3-6c77-45f6-ab60-b6e19f39fb23 · outbound

This paper cites 2024, A&A, 681, A107.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2024, A&A, 681, A107

Reference 38

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no resolver link, observed 2026-08-01T18:19:08.274013Z

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source=pdf_text observed=2026-08-01T18:19:08.274013Z digest=sha256:e4409786c3b0a3f62982bedea6ace3b357fff49fdcc531eb6ca902bb0bf0ff72

Observation 7b9fcb3d-cda9-4d81-a0ec-6c9b7cacb859 · outbound

This paper cites 2015, A&A, 577, A13.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2015, A&A, 577, A13

Reference 39

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no resolver link, observed 2026-08-01T18:19:08.443554Z

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source=pdf_text observed=2026-08-01T18:19:08.443554Z digest=sha256:5919ae76a992d6e4542b2c18f2e2a418d1381ad5d76d44ab00ead203915469a2

Observation 607e4461-daf7-4926-b0a6-184b7f041833 · outbound

This paper cites E., Puls, J., & Herrero, A.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite E., Puls, J., & Herrero, A

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-01T18:19:08.581304Z

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Observation e4bd02f7-1648-4977-8b44-d83e96ed1532 · outbound

This paper cites The Nineteenth Data Release of the Sloan Digital Sky Survey.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite The Nineteenth Data Release of the Sloan Digital Sky Survey

Reference 41

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no resolver link, observed 2026-08-01T18:19:08.732654Z

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Observation 21a3b36c-a470-4a27-b260-9959f07d483c · outbound

This paper cites 2024, A&A, 690, A289 Simón-Díaz, S.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2024, A&A, 690, A289 Simón-Díaz, S

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-01T18:19:08.830381Z

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Observation 73468d1b-aa60-4d94-a524-1662da27458a · outbound

This paper cites an unresolved cited work.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite Unresolved cited work

Reference 43

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unresolved
no resolver link, observed 2026-08-01T18:19:08.911886Z

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Observation 3aab0d36-192c-47ae-90a2-2ec89588a6b3 · outbound

This paper cites H., Avila, G., Buchhave, L., et al.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite H., Avila, G., Buchhave, L., et al

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-01T18:19:09.047539Z

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Observation 0f69eeab-ccd9-4498-a624-cd984d4e4afd · outbound

This paper cites 2019, ApJ, 879, 69.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite 2019, ApJ, 879, 69

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-01T18:19:09.166050Z

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source=pdf_text observed=2026-08-01T18:19:09.166050Z digest=sha256:b6a95e93edeee1fd9b2cbbe6f574e4201e070b3ca3c5ab91f8d94a5f607929ea

Observation 485f3605-f005-4b6d-903f-f2bd2fdf841c · outbound

This paper cites an unresolved cited work.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T18:19:09.242934Z

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source=pdf_text observed=2026-08-01T18:19:09.242934Z digest=sha256:53c7a9d5a132793ea614e68d8b082fc629c1e287f97a45a2d40a8cf9ff19145c

Observation c58ce4c3-da7a-4dad-8967-4ab396d64243 · outbound

This paper cites S., de Koter, A., & Lamers, H.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite S., de Koter, A., & Lamers, H

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-01T18:19:09.344597Z

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Observation 97f2e195-2faf-4d59-b099-573d2227671b · outbound

This paper cites E., et al.

SpecFANN: Spectral Fitting via Artificial Neural Networks I. A deep learning based fastwind emulator and fitting suite E., et al

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-01T18:19:09.412525Z

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Pith citing papers

No inbound Pith citation observations are available.