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Paper Citation Record · LEDGER

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network

As of 9 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2607.07960.

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

pith.paper-citation-record.v1
2607.07960 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T14:42:17.580266Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

67 of 67 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7ab406e8-80a0-44c5-8dc7-a6e758d95330 · outbound

This paper cites The Wide Field Infrared Survey Telescope: 100 Hubbles for the 2020s.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network The Wide Field Infrared Survey Telescope: 100 Hubbles for the 2020s

Reference 1

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Observation 664bc918-08d2-4463-957f-86e2dcab2eea · outbound

This paper cites D., Allende Prieto, C., et al.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network D., Allende Prieto, C., et al

Reference 2

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Observation 7860eb7b-983d-4ac7-9cc5-995f86685d97 · outbound

This paper cites & Réfrégier, A.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network & Réfrégier, A

Reference 3

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Observation 702267d6-72f6-4af7-b1d5-dbc830600163 · outbound

This paper cites 1999, MNR AS, 310, 540.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 1999, MNR AS, 310, 540

Reference 4

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Observation 1e615995-f2ae-4b1c-8413-c642df9b289d · outbound

This paper cites an unresolved cited work.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Unresolved cited work

Reference 5

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Observation 42f8fb62-c9eb-4e6c-9da4-11c01bf2e4be · outbound

This paper cites Practical recommendations for gradient-based training of deep architectures.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Practical recommendations for gradient-based training of deep architectures

Reference 6

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Observation c12eef55-22d5-43be-8518-d5e104cd551f · outbound

This paper cites 2000, A&A, 363, 476.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2000, A&A, 363, 476

Reference 7

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Observation fc4148c1-0422-4586-8810-5c8ed7a13dd8 · outbound

This paper cites 2015, MNRAS, 449, 1043.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2015, MNRAS, 449, 1043

Reference 8

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Observation c378ed37-d027-43da-b88b-0ad662980b62 · outbound

This paper cites J., & Amara, A.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network J., & Amara, A

Reference 9

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Observation 8f4bd610-3778-43c4-a53f-3fb61925a926 · outbound

This paper cites J., Almaini, O., Hartley, W.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network J., Almaini, O., Hartley, W

Reference 10

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Observation ad514f44-5d76-4d73-a084-44dac51d931e · outbound

This paper cites B., van Dokkum, P.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network B., van Dokkum, P

Reference 11

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Observation 77bbbdef-30a6-4fae-97ec-843583429a97 · outbound

This paper cites 2001, Machine Learning, 45, 5.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2001, Machine Learning, 45, 5

Reference 12

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Observation be382e89-e7b4-4d11-b920-40316ec4a8b6 · outbound

This paper cites 2018, MNRAS, 480, 2178 Carrasco Kind, M.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2018, MNRAS, 480, 2178 Carrasco Kind, M

Reference 13

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Observation 537cd1c9-9491-46b3-ae8a-21c1566d8c6b · outbound

This paper cites 2026, ApJS, 282, 46.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2026, ApJS, 282, 46

Reference 14

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Observation e0c7e14b-cf47-451e-a0af-ef4f5584b5b8 · outbound

This paper cites & Guestrin, C.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network & Guestrin, C

Reference 15

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Observation 9bcc6f6e-fbce-4190-b31c-4c87a55c4eb4 · outbound

This paper cites L., Blanton, M.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network L., Blanton, M

Reference 16

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Observation 628d836c-efc1-4843-8ca8-55b1b4751f4f · outbound

This paper cites J., Moustakas, J., Blanton, M.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network J., Moustakas, J., Blanton, M

Reference 17

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Observation c2d7fc00-49e8-4ff0-8516-ce07e2750eeb · outbound

This paper cites C., Aird, J.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network C., Aird, J

Reference 18

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Observation e7d5d8dc-0da6-448e-9817-0fa591da1b7c · outbound

This paper cites C., Gri ffith, R.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network C., Gri ffith, R

Reference 19

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Observation 18074399-f277-4720-82e6-5b4c83e5205d · outbound

This paper cites B., et al.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network B., et al

Reference 20

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Observation d9108b39-e52d-43b5-b076-94b78e235170 · outbound

This paper cites M., Newman, J., et al.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network M., Newman, J., et al

Reference 21

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Observation ca6fa6aa-80b2-4bea-8c67-e87e3037d361 · outbound

This paper cites an unresolved cited work.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Unresolved cited work

Reference 22

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Observation 3ebdb489-2337-45f4-8bfa-9b37b445253d · outbound

This paper cites GalaxiesML: a dataset of galaxy images, photometry, redshifts, and structural parameters for machine learning.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network GalaxiesML: a dataset of galaxy images, photometry, redshifts, and structural parameters for machine learning

Reference 23

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Observation 04bcaf51-8c57-4528-8eaa-714ed00c9caa · outbound

This paper cites J., Jurek, R.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network J., Jurek, R

Reference 24

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Observation d742ea2e-f3dd-454b-a405-377f6fc38f3a · outbound

This paper cites M., Porciani, C., et al.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network M., Porciani, C., et al

Reference 25

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Observation c481326a-4bd5-4443-a8ef-94ce490f8872 · outbound

This paper cites & Paltani, S.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network & Paltani, S

Reference 26

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Source-reported events for the cited work

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Observation 64a331cc-a888-4e87-b0c6-514b9fbfbe42 · outbound

This paper cites 2014, A&A, 562, A23.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2014, A&A, 562, A23

Reference 27

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Observation 4a3041fc-7e49-437f-90bd-14620dedfa0d · outbound

This paper cites L., Connolly, A.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network L., Connolly, A

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation bc8498a5-008b-4aae-9dea-72cadfe75acd · outbound

This paper cites L., Connolly, A.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network L., Connolly, A

Reference 29

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Source-reported events for the cited work

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Observation 177eec60-ef40-4334-b3b7-a9c66d39318e · outbound

This paper cites M., Paech, K., et al.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network M., Paech, K., et al

Reference 30

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation efac94c9-a5c5-4e82-9b9a-0421672c2865 · outbound

This paper cites an unresolved cited work.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Unresolved cited work

Reference 31

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 9db9ecf7-660d-4f74-a259-d2ac211e1a7b · outbound

This paper cites 2006, MNRA S, 366, 101 Ivezi´c, Ž., Kahn, S.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2006, MNRA S, 366, 101 Ivezi´c, Ž., Kahn, S

Reference 32

Resolution
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raw_fallback, observed 2026-07-10T14:47:14.824893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 9b7c2d1d-e86e-4987-9eb2-52098e4250a1 · outbound

This paper cites 2024, ApJ, 964, 130.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2024, ApJ, 964, 130

Reference 33

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 866f9e57-8ffa-44ff-badd-05149c0e4d06 · outbound

This paper cites & Singal, J.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network & Singal, J

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.804220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:7c3f1eac7b16f66b13b1f9bd2a19bb2872471658ae6b78bd2cdff04b557a5397

Observation 7fe34c6c-6497-4eae-b971-075cb3da55fd · outbound

This paper cites & Singal, J.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network & Singal, J

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.805719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:51489f196a8f074a1a149107c883eb5088aebd4a5c3fa30164a23649b5873636

Observation d9ae04c5-5527-4606-b6af-f9366230885b · outbound

This paper cites A., Kartaltepe, J.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network A., Kartaltepe, J

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.842551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:70d37007c07cb8fd7d4bce4e89926afbe6f638ac457de87c28bf2727810cd064

Observation cf05d0d3-bbb6-40ce-86de-ddcdac49912e · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Adam: A Method for Stochastic Optimization

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-07-10T14:47:14.516002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:81dc346561ce8d35f4f76e8cf1a338d2531a5b8bc7500b81e0f189c410f0254b

Observation 5fc3672d-0529-40df-9a1a-28fff5908cd4 · outbound

This paper cites D., Miller, L., Heymans, C.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network D., Miller, L., Heymans, C

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.854622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:3e7e18907e4fe2dfd4c83b9365e6b90349106183b691ae89370e950706f365f7

Observation 218b1b80-fa1f-4a1c-a1ce-bf3ee3e86b26 · outbound

This paper cites Euclid Definition Study Report.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Euclid Definition Study Report

Reference 39

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T14:47:14.511522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:eb37cfe41c50bc111a33a7e55475663b17acaff12ad43c11c04c6d3cb5408a5f

Observation 60e92ef2-cf2d-43fa-9ea7-710f15755f11 · outbound

This paper cites & Hogg, D.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network & Hogg, D

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.847137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:724e289f63728b92d14fe40c6a99c4463f91b2f355f24c78c545946c0e692835

Observation 4e688078-4914-4743-b126-4c914bfc2663 · outbound

This paper cites J., Le Brun, V ., Maier, C., et al.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network J., Le Brun, V ., Maier, C., et al

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.815984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:3355e6d405410da7f37aaf4449eae8946eecff958a3c6e5bbcd9c66d41e51381

Observation 6082a65f-3124-4f21-a6d1-f32da361cfa6 · outbound

This paper cites LSST Science Book, Version 2.0.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network LSST Science Book, Version 2.0

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-07-10T14:47:14.504366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:8598ecadcacd5a1cf889f609f6cc1c73eda559be2c6a72310c8958f73f842cae

Observation 9008cd4c-4561-49fb-af93-968b7a922cfb · outbound

This paper cites 2024, MNRAS, 527, 12140.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2024, MNRAS, 527, 12140

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.826395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:65879265e86572a8da2f9bff1aa89d01f208d914e9d91ae35f663ea4ddff8087

Observation 4b89e955-202c-4c90-8f06-a13a57354dec · outbound

This paper cites 2006, ApJ, 636, 21.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2006, ApJ, 636, 21

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.802759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:a9131eaa9cf96585747eea33cad4d59d060aea58b5c1c752c99552e47e7da224

Observation 6c38fccc-79a7-42c3-976e-81ae77151808 · outbound

This paper cites 2018, ARA&A, 56, 393.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2018, ARA&A, 56, 393

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.865407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:9bd55c687afb32e4769b5ca50604a771e799a9b95e8945724e2a1346420c2725

Observation dce09741-ebfb-442d-8e8f-29356f7920fd · outbound

This paper cites J., Pearce, H.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network J., Pearce, H

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.788967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:e80fa2053d3fb02f6aa87c97fbedb66c9adc09fefd36ddc12575c90f3b29ba99

Observation 1d5b59ae-c1ce-4a04-ba1a-ff2edfc2d3ed · outbound

This paper cites G., Brammer, G.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network G., Brammer, G

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.787371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:202506eec1b9c69fc67d413d36fd3a33ba54eb727d69e0cedafe9b41bea03701

Observation 4b2c42b8-2511-4436-aa5d-91869bdc4540 · outbound

This paper cites G., Palmese, A., et al.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network G., Palmese, A., et al

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.790442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:8606fff840c60ad67693ad8d302a6b820a76c4843ec2d5efef6093a5f2615673

Observation 298f1716-fbf3-4c46-bae7-b016ab604388 · outbound

This paper cites A., Cooper, M.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network A., Cooper, M

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.791914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:f721d2af82c6fe7da174d82a3c98cf999773b0bdb89a1ab0637836afec458582

Observation ee58f555-1ee6-4751-aefe-1303163ea886 · outbound

This paper cites an unresolved cited work.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-07-10T14:47:14.785746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:ec6db124bafbe64a04ea0a35a33b2da9e1b3242c11af8e658f970cf84cd75857

Observation ae55a28c-9c11-467b-9791-a4dc40936cbf · outbound

This paper cites Photometric Redshifts for the Hyper Suprime-Cam Subaru Strategic Program Data Release 2.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Photometric Redshifts for the Hyper Suprime-Cam Subaru Strategic Program Data Release 2

Reference 51

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T14:47:14.518271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:c846a5f83bb7dbca11c06cd84726b27c072ebc6cbfbfe024ee293def333df009

Observation 09427f58-acf8-4862-8d23-b965a20efa0d · outbound

This paper cites 2019, A&A, 621, A26.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2019, A&A, 621, A26

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.793307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:b49537c4bd7474b90a3cd38357239cab644c0398b105ceda24c2d586435845ee

Observation abf3ec1f-dd6d-4eff-8f88-9cc289f2c6ae · outbound

This paper cites Uncertain Photometric Redshifts.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Uncertain Photometric Redshifts

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-07-10T14:47:14.499305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:a60b3c82159631bd3382e5caebda8d88de883fb399292f11235768cf770f18c1

Observation 64106374-1fa0-45c4-9f81-86a2bbb0b99a · outbound

This paper cites M., Seitz, S., Brimioulle, F., et al.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network M., Seitz, S., Brimioulle, F., et al

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.794924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:98b860c4508d70afa8cf484a86514e906a91fca1e2e142cf67f7f89866df7faf

Observation d22beabb-0b4f-4874-b77b-425919faed63 · outbound

This paper cites B., & Lahav, O.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network B., & Lahav, O

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.798164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:cc5adcd510d662edbe045d2d60821a98c2b42e2d5f302a9257d06271e34437ea

Observation d5837ae2-7b5d-47c2-8a4e-c53077647b25 · outbound

This paper cites an unresolved cited work.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-07-10T14:47:14.836595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:9277d4b9e9d877415f46377d97033dfac3221f9fb0b6a7321d2341774997e3a7

Observation ce3a9d27-da4c-42d6-add5-36f0f6554951 · outbound

This paper cites D., Kashino, D., Sanders, D., et al.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network D., Kashino, D., Sanders, D., et al

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.851637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:234cd8a78f818a190225e29c53d7ed1996d6f5f8426c4e32f345e50e6d7d9392

Observation 1e978c87-9a91-4484-80de-b9e13745e730 · outbound

This paper cites 2022, ApJ, 928, 6.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2022, ApJ, 928, 6

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.856064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:43b1294b4a63487dc073abbc731f5f3517bca3a2c2e6600419873b33b78ab4af

Observation b8c7543c-796a-4622-88dc-7b0a91178776 · outbound

This paper cites E., Whitaker, K.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network E., Whitaker, K

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.863914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:4fddf4e18535704dc9aa411018fe026e22305f91cbcd9a0e74d88b538ec68c6d

Observation 61cf64bc-5a17-419a-b166-7bee8eff0aaf · outbound

This paper cites 2026, AJ, 171, 11 4.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2026, AJ, 171, 11 4

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.838027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:5eaf7c3996e96045f0769a5d14c6f2408b7b5cb0246603344244833f93a1ef0e

Observation abea5065-29b2-4ce2-946c-b48a30a5e1c4 · outbound

This paper cites Using different sources of ground truths and transfer learning to improve the generalization of photometric redshift estimation.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network Using different sources of ground truths and transfer learning to improve the generalization of photometric redshift estimation

Reference 61

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T14:47:14.501986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:91ea733d2de8ddb8c0a01777412ed2cd5d6e5b9db3c51f8f7c579b821766f56d

Observation 1af1129f-eda2-4a08-a48e-7f028988ce18 · outbound

This paper cites 2018, PASJ, 70, S 9.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2018, PASJ, 70, S 9

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.861022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:8c5e4d8dd146246ccc5f7ab7d77b6182d6cbe91005a64fb5f80957c46a73de0e

Observation 888e9b7a-c5ed-48cf-935f-1bf860e9723c · outbound

This paper cites 2016, MNRAS, 457, 4005.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2016, MNRAS, 457, 4005

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.859172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:05c11db755f84813f1af4de3ad2f49beb0702ccd4fd8adc085a819e25da7ebe1

Observation 5ed506a9-a264-4715-8472-ee665cd95437 · outbound

This paper cites & Singal, J.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network & Singal, J

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.848523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:888719e19cb3864fe41c4a05b6552468d3a2c71286cc119872834e2a27005a02

Observation 5d0951e6-1138-4eba-b1d9-4dea679b656a · outbound

This paper cites 2011, Scientia Sinica Physica, Mechanica & Astrono mica, 41, 1441.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2011, Scientia Sinica Physica, Mechanica & Astrono mica, 41, 1441

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.796683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:2f30b411517a5c24167405de7d0bfab7080275507065649b7b5dfca9b5e06f25

Observation 1b704966-0224-40ba-88c0-0b694621e5ab · outbound

This paper cites 2022, Research in Astr onomy and As- trophysics, 22, 115017.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2022, Research in Astr onomy and As- trophysics, 22, 115017

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.799712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:adb991958411e4b07794df87b1d66714c3fec758f2ed65056d37cab6ef0e4073

Observation d88f477a-7df2-410e-be3c-39c3c1ec4b02 · outbound

This paper cites 2021, ApJ, 909, 53 Article number, page 17.

Enhancing Photometric Redshift Estimation for LSST with a Hybrid LSTM-Mixture Density Network 2021, ApJ, 909, 53 Article number, page 17

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-07-10T14:47:14.801248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-10T14:42:17.580266Z digest=sha256:45259c31a16fbce65fe40447e7ec0504da3a80742287110fe93376681ba0c2ed

Pith citing papers

No inbound Pith citation observations are available.