Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:32:02.200543Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 3 inbound Pith citation observations for arXiv:2507.13246.
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 2026-08-06T16:32:02.200543Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:18:09.802275Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
72 of 72 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Observation 074f7cca-ea2b-4344-9229-70f6ec54164b · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 30558ca1-8c70-42b0-8dfb-176651987c61 · outbound
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 81ddb1f9-dc67-41dd-a50f-a6fb31492f59 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb1e8a03-1e36-400a-a031-44f58906cc23 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation db8bc0f7-5d6e-44e4-a7b6-588a43a996bb · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Battaglia, A
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f02e4849-e42f-4368-a90e-abda9fc3b988 · outbound
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 15580710-1ae1-4829-b766-4d49709584f9 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Ramanujam and U
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1a18101a-ec2c-49b9-9e8c-39162a631acc · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation daf78492-c7bd-4193-a4d8-415481991845 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7aa721c0-fd0a-4510-b90f-8bffb3840750 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? O’Regan and M
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 93be2a5d-87ce-42a0-bbcf-ac361327c943 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 586f7e57-6333-45d6-9fd9-83df3a38dfa9 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Zakutayev, J
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8f22a22-23d6-477e-accb-c45c601d250e · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e2941eff-1e4e-4352-acfc-638b036b362e · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 834794f5-dfc6-4c5e-a5bc-12faf89a96ca · outbound
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e4f70c4e-3e42-40e4-9205-490590d47a14 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a007f646-34f6-4560-aee3-6eb31231fd09 · outbound
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 13ef8c96-2c0d-43a0-87bf-ec76c19f1134 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6c8ae3bd-040b-4c22-88eb-5622c10241fd · outbound
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b1535142-166c-4afc-8913-934c5f68e786 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2aa8b4c8-a340-4711-b0b2-464a9591f611 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a9389a83-9c15-4a19-8da5-dee6c5e4fbb8 · outbound
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3fcc1a11-3cff-4a18-9994-f29630aa8df8 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c44a0388-933c-4f77-9daa-829c7a0c0d5d · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a3f7dcd-cdb8-43ed-a52a-29ffee0fc7c5 · outbound
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3dddf99f-e5b7-41ff-a913-e28e649574ba · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Shockley and H
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 734e9824-bf7d-4d5d-8000-d050af8dc912 · outbound
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7958a1bb-2e59-4975-afa9-5122ca0e360e · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db9fea57-3f93-4a9f-8815-864a97cb12a4 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? High-throughput optical absorption spectra for inorganic semiconductors
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d8f8ae45-6523-4c58-b4ac-225498368695 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? De Angelis, ACS Energy Letters8, 1270 (2023)
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 945cf99d-d529-48c0-b3f6-bfa06d83f304 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Lany, Nature Computational Science3, 675 (2023)
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4e6353ef-ce3e-4ccc-8dff-e306df68f2bc · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Woods-Robinson, Y
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cab03eef-ddc5-425c-9f30-291b6b76b6bd · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 43dcb7c5-d523-4bad-bce6-f75a031952ca · outbound
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b28b5ef-87bf-4b28-bfc8-2b5db1047834 · outbound
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8e8cb9b9-1ceb-4fa9-8051-7f583dd3fff8 · outbound
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c1068930-e497-416e-9b18-6666852262f3 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d34e08a-47b6-4f60-b90e-c7e1b8cd8781 · outbound
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e7125f59-67a9-483d-98db-bcfafc7c6619 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Lessons from the trenches on evaluating machine-learning systems in materials science
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81c5c556-598f-4da5-bc7d-710717d4a152 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 507d24ee-4655-4d0c-8397-bfda237f3e14 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Choudhary and B
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35138488-43e1-4ac8-bf04-939fa9aaa34b · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Choudhary, Q
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c37be4a1-05cb-40c7-aa5f-69b34412ccc8 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 83b388d1-af41-40ab-b22a-3e90d9601876 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 501463e4-b3ae-4b87-96b0-8b7a508549d6 · outbound
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fec75d6d-811d-4b4a-ab42-8fd4eb23738e · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Geiger and T
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2e94fc6e-22a6-41b1-9371-95868c9f49ef · outbound
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf0fa732-4079-42e7-aec4-2a2b25523935 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ead08a52-8bb4-4d79-b025-324c00fd1974 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? 3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71d71c85-3162-4b42-8ff8-996c680b3abc · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae5edbd0-8a0f-4e4a-84f6-2ca0829630eb · outbound
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c3572f6b-f5b4-4f6c-bfab-da13133cf71c · outbound
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8aa2997-f1da-454d-aa0f-4fcbc2f8bf9e · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Musaelian, S
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ef1b96ca-f8c1-4af7-828f-822cec7a2c52 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 588424f4-0786-4a03-bc14-570fcc8f2803 · outbound
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a2404fd-d905-4abf-b047-6fc7b1da2256 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9b40c246-a6c0-4f0c-a8a0-31f338538eae · outbound
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f2274fd4-c07b-4db3-bd7a-592e76b7785f · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? P.Ong, G.Hautier, W.Chen, W.D.Richards, S
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5e22cea5-dbbd-4680-aee4-1722876aa87d · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca862cec-9f46-4377-9136-d5648f85e5d4 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5eda4c08-a440-4831-a37d-d117a07baa69 · outbound
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 584e75d2-12d5-400d-85e4-d385fb99649e · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ab3f1efb-479a-4390-bb85-fd17ab1ed08f · outbound
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c0969e44-a611-4b06-8b38-c0254ef0e150 · outbound
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 494dc2e7-5154-41c6-9764-33ed122f4525 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Auto-Encoding Variational Bayes
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa591d1c-6a37-40d6-8910-a9cf3c3075b4 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8ca8653f-d54c-411e-8656-93a4db24a640 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Unresolved cited work
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 495d60ef-68de-4fa2-be16-3cb189b4a3eb · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Kresse and J
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b67fd73-e912-4d57-bd39-ae9f90d46a13 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Kresse and D
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f6e9a3c-1008-42aa-b577-dca75250bd75 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Kresse and J
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 12b5e41a-494c-4489-b18b-f0a8a8d3fc5f · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Kresse and J
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 465f0d84-07b1-449c-916e-965baeda9714 · outbound
The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics? Kresse and J
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9001b47-5588-4d09-a603-e254d2bdc5d0 · inbound
Learning disentangled latent representations facilitates discovery and design of functional materials The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics?
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d635463-8141-406f-a86e-ec1554742103 · inbound
Discovery and recovery of crystalline materials with property-conditioned transformers The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics?
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdf4bf03-4bcc-4b38-8134-9545b4d96920 · inbound
VASP Plugins: Linking the Vienna ab-initio Simulation Package with Python The carbon cost of materials discovery: Can machine learning really accelerate the discovery of new photovoltaics?
Reference 259
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.