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Paper Citation Record · LEDGER

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset

As of 17 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 1 inbound Pith citation observation for arXiv:2505.07396.

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

pith.paper-citation-record.v1
2505.07396 v2

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:21:54.323480Z

measured 87 of 87 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:40:56.964113Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:40:57.153576Z

Reference resolution

86 of 86 outbound references displayed

  • verified exact8
  • verified fuzzy36
  • unresolved35
  • parse uncertain1
  • malformed identifier4
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15ea813b-89a9-4d5a-9bb4-301df55da10d · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:53.987271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:53.987271Z digest=sha256:39c9bd79ad04f3dd0446df9d95fbac44c3276f8421075697cc4149c6daa889ab

Observation 440093cc-30c8-45dd-ae67-b4c41212a35e · outbound

This paper cites doi:https://doi.org/10.1016/j.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset doi:https://doi.org/10.1016/j

Reference 2

Resolution
malformed identifier
no resolver link, observed 2026-08-15T22:21:53.992110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:53.992110Z digest=sha256:1420087c09e07121f8dde78d0cb7532cb01275826fd7cc94c7ba77ba4ade7824

Observation 62468625-a177-476a-b2d7-d194d9875fa0 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:53.996344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:53.996344Z digest=sha256:1214bd3815966ee7ddfb5f8120e4f1ec03ff6dbfb35aec98a65d67e65eb64e9b

Observation 615611d1-dccb-4836-9bf1-2fd494a7a190 · outbound

This paper cites Haala, M.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Haala, M

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.000201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.000201Z digest=sha256:2f04846f2cc7076a914dcbff5598e57918a00c48298257ef1572c36bf07b98ed

Observation eee75ccb-ba36-49d7-bada-3b366c2f2e16 · outbound

This paper cites Grieves, Digital twin: manufacturing excellence through virtual factory replication, White paper 1 (2014) 1–7.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Grieves, Digital twin: manufacturing excellence through virtual factory replication, White paper 1 (2014) 1–7

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.004306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.004306Z digest=sha256:d4d77969b813ad2fe2da47d28a50e1b6b9ef3c35ec68933b175fc7a14d6da0e5

Observation 4c3dd11b-517a-42dc-b186-9527d44e0909 · outbound

This paper cites Wysocki, Y.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Wysocki, Y

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.008506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.008506Z digest=sha256:d7d04a4973a794317ea4af88a1063c4a0bfe36169326d361df1baaf1737248f0

Observation 90c49b17-361d-49da-95b2-d7dda3e0c85f · outbound

This paper cites Scharstein, R.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Scharstein, R

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.012826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.012826Z digest=sha256:f0a64d1f03f46e4a69be6b846813627cbb0b424b519b002c3ec5310b6b37eb01

Observation 4cc03512-48c5-4277-956c-3a3ef3c4b64c · outbound

This paper cites Kirillov, E.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Kirillov, E

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.721606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.016429Z digest=sha256:ba1ebb6a6a6fd5096e627f17e06057c52161e1509e7b8df8062375c5d704da0f

Observation b05c36d0-dfe0-439c-8d2c-287a1dffa57d · outbound

This paper cites Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.020386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.020386Z digest=sha256:49209df0d663337b434185dc2f985e10bd31965d2d6915115870ad79b267501f

Observation b2a10d5a-7240-44a7-af15-c871691f8368 · outbound

This paper cites De Deuge, A.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset De Deuge, A

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.710408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.024468Z digest=sha256:c85c58cbaa3db941f291a2f5063abab4953dd4ccaa07dc660406a00003e7e8a9

Observation 5efe66a6-96e8-4553-b41a-69af7aea192c · outbound

This paper cites Matrone, A.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Matrone, A

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.699472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.028567Z digest=sha256:76cb3bb651c725006a79abda93d667656a7c14717ee08d4cad3acf834e8e40b1

Observation e2f8e197-1844-459e-ab51-37526dc3b128 · outbound

This paper cites Deschaud, D.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Deschaud, D

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.687602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.032498Z digest=sha256:08a7023dc11a97150f05fd74419ccff63094f0e4672b46b2a381557a7c0e8af7

Observation 56ffa479-2682-469a-8a8c-6612b770fac9 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.675810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.036392Z digest=sha256:bc8db19d19d702941b02772dd2a5f55d3ece45c1bf309afb1571eb2c458dc076

Observation dd6d73e4-2575-4019-b60e-713fabab8087 · outbound

This paper cites Serna, B.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Serna, B

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.664047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.040104Z digest=sha256:5cd487322362196f2b8910b4f43de707c9e96ded593783fee8ecf6a5d276a1cd

Observation c3580a67-5f86-4e9f-9ced-a03a561f8ed3 · outbound

This paper cites Stilla, Y.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Stilla, Y

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.044066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.044066Z digest=sha256:18ed2ed4187b65a385a689291ffc3bacc706aa2af752d790cefb2321e1ad224d

Observation abe1932f-b1d5-40b5-bbf0-d342cebfdb83 · outbound

This paper cites Armeni, O.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Armeni, O

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.653454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.048100Z digest=sha256:79e810b703723ab56e29b166a81a7c6eb6ce7ef42827435bc076bc51cb9fa251

Observation 433c9a16-7c7b-464f-84d3-684ee5f97be2 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.642218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.052179Z digest=sha256:57ca59c688595a3e7bf0f4cd9459b7a7ea691963145711bd2fb49d7bfec4b007

Observation 82bcbf9a-1b9d-4459-b5c3-091958afa0a5 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.631223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.056005Z digest=sha256:caebb470d84f99feb3573bf4942e2d443661e61165dc6dcd70ba7cfccfdb0d3a

Observation 446cf074-2a2a-4298-bd3e-c597c5393d8b · outbound

This paper cites Schwab, S.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Schwab, S

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.620108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.060049Z digest=sha256:ddca9a8472ced477c053b8a8119ebd280ef074390e7f0105f2317b28d822585a

Observation 2a82c522-2ea4-42a2-a574-7d207aa2a6b2 · outbound

This paper cites Kölle, D.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Kölle, D

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.068556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.068556Z digest=sha256:5d6b862821da2e168018522de8b4da7757fa81311508f663d929bd3175c760c7

Observation 68b6d633-3c7d-4e27-84db-5d92ee8d9be1 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 21

Resolution
verified exact
doi, observed 2026-08-15T22:21:54.459421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.072620Z digest=sha256:4f3e8ddfc0b15f6b6d4258df393a1e406e003f3072fd01f08b193f43571b8520

Observation 229e56d0-748e-4588-9f93-0f8d3a846075 · outbound

This paper cites KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.077006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.077006Z digest=sha256:8d65bd0b6b942f4028f1f054f1d7715f027bbf98186d805be05d5016f09e2e0f

Observation e3ffeb50-5ba9-4d13-a98e-171461e31af2 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.596727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.081136Z digest=sha256:4993e160be228659be4adc77957b3664c4a178737754f8c8a36af433be867174

Observation 8529ab2d-a85b-402a-8e6b-4ffdae47df29 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.583759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.085820Z digest=sha256:b38cb217a11db7889a70876965ea5f9b6c45e8df0b25000bcd2e5f6acd5f3caf

Observation 6d07eee0-069f-4ac3-af27-f2326637b5f4 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.571948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.089806Z digest=sha256:ea914469b583cfe276dde36c55297a90ec86ca2559f4e45ae3f576e8489f2b0f

Observation a1592b8a-0499-4503-a895-bd39c8b9ba9c · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 26

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T22:21:55.560653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.094729Z digest=sha256:f55b2dfe63cf1ea4192b2ade6ec5e5204b076b1bde9ad1e1869a587f9e1a1f9b

Observation e3f22a0e-bc91-4d20-9971-e260646eee97 · outbound

This paper cites Yazdi, Q.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Yazdi, Q

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.549194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.098739Z digest=sha256:a8723807830db253e847e920db9f0a6ffdcba60cd47b81b86eb51dd49c3cf392

Observation 91ab12f5-b632-471d-8554-29cb0d45d9d3 · outbound

This paper cites Raumonen, M.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Raumonen, M

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.537288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.102458Z digest=sha256:3e5aa378312e8d39d36e9c5c86470af059d26e3cd35938bced8dc8610843ff61

Observation 45bcd7b0-dee4-4e08-9cc1-43e3e4293c61 · outbound

This paper cites Yazdi, Q.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Yazdi, Q

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.525456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.106354Z digest=sha256:244e1d1329eec5e29ace34be50a4019ba3d0f7907323841c8b5ca36223fefff6

Observation a829ebda-1b41-48de-99e4-9b20c3b8b0c3 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.513362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.110322Z digest=sha256:46f0d7c47894edf2ca95d13292721ae037c821cdbf214b0128f8904dca33f08e

Observation 1b0d9504-44d3-418c-a732-1aa5ac521df2 · outbound

This paper cites ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark Dataset.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark Dataset

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:21:54.962631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.114283Z digest=sha256:05f9c7022e2f13ee0b09d5a6cce36a99d38c15e9f4d8214899be30c6ae6c1456

Observation 2be0057f-a84c-45e8-a7e5-dcb040c15326 · outbound

This paper cites Wysocki, L.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Wysocki, L

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.501850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.118595Z digest=sha256:4fb3a023793954ec17c0607a637a9b0be62f9a5c42412b51fde7fd36683f4b0c

Observation 5216bc06-d016-4da0-983d-c519d61e4634 · outbound

This paper cites Anders, J.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Anders, J

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.122430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.122430Z digest=sha256:b1d129b189e8b34e3e91cf64d94a1d8bfefc14bdfda6c6b46b5bff983a179c3e

Observation f1da4ac3-3cb3-4aa6-ad0b-028f14d7e985 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.490007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.126594Z digest=sha256:a675f276ed919386b1ca194381a2df8f867339767bd7c3e74e49511f1778284c

Observation d180ca71-55c6-4058-b814-bb97f76f6e37 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.478568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.130317Z digest=sha256:415dc29160157edbe5e3268199f39d4d78ca21c88196f587a30363dfb9c2b437

Observation b365c258-c58f-4a22-8b61-7ad55665a94b · outbound

This paper cites Accessed: 2025-03-22.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Accessed: 2025-03-22

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.466825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.134186Z digest=sha256:87d34d1877c899eadb7b2d94361e90ab20b5f758a7dd83acf7dca503cddf79a0

Observation c4383f72-d8c2-49e1-b6b4-c927f06ba568 · outbound

This paper cites Winiwarter, A.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Winiwarter, A

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.455551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.138296Z digest=sha256:0e1c7e4d3e011c84f7c35fda6e37a191e7f03b2443d1b5e7e490e6146142ea0b

Observation 704878c1-24d4-42d7-8dce-e956fa1d6b7f · outbound

This paper cites Accessed: 2025-03-22.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Accessed: 2025-03-22

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.444564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.142211Z digest=sha256:ce0dcfdaaf25b1d3dbecec83decd34ca9fbe8c9601ef5f92b69df72ae3a6013e

Observation 5da1fef9-f2bc-4464-b9bf-811b631b8892 · outbound

This paper cites Texture2LoD3: Enabling LoD3 Building Reconstruction With Panoramic Images.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Texture2LoD3: Enabling LoD3 Building Reconstruction With Panoramic Images

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:21:54.945715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.146309Z digest=sha256:bad75d5ad20be64776b6d57a838ffbaef3cdec1fea105e26a3b17a84cdb91494

Observation aba98bee-eda0-4ee0-b72f-9cb3af84a4eb · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 40

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T22:21:54.923091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.150697Z digest=sha256:694381370fa8798490aa0df10627cee27824fa212a2424dcf9580db4219465bc

Observation b8dc3ced-91dc-44ab-a46c-a0f266951e1e · outbound

This paper cites Accessed: 2025-03-22.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Accessed: 2025-03-22

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.433293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.154464Z digest=sha256:5d8701036e735154b72167874e90675badf463ff0d345843e54d0648ebcee60f

Observation a532db0d-b50c-4920-9e65-bc894b95158c · outbound

This paper cites Torres, I.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Torres, I

Reference 42

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T22:21:54.858683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.158510Z digest=sha256:8b1a34494faf5fb70c894f9ece62e43c83726460596629231dddc574d9bfe2c3

Observation 9238c9bc-ba96-4397-954c-039dd1c8c22d · outbound

This paper cites Spoto, O.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Spoto, O

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.162379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.162379Z digest=sha256:b3bfcc163b2c791b35d65d6ec6de2ff74459c6fc13a4430d1e7cbdfda21c61ca

Observation bad52517-5091-4eee-aa0b-87be0321bfdf · outbound

This paper cites Espesset, B.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Espesset, B

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.166381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.166381Z digest=sha256:e253142e1125f9ae04b6276b5c5c1bda0998d3f1dd20b89ca9f57721b4c69b5d

Observation 18b05861-cc7a-4cae-bea7-56b260acc51e · outbound

This paper cites Hagolle, M.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Hagolle, M

Reference 45

Resolution
malformed identifier
no resolver link, observed 2026-08-15T22:21:54.170390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.170390Z digest=sha256:c6f4e41a6788f401641c42c8cbd41d2c2f16dcf8f6736a705ad09e868f40fd8b

Observation 28837694-dec0-4fd2-bb4e-08da0cde9d7f · outbound

This paper cites Greza, L.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Greza, L

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.421024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.174831Z digest=sha256:b119d7b6a0953828810cc82062505b4afe3dd0d01654375a055a3f120a5314c0

Observation cf8186b3-ba61-4c2a-a8ca-0fd2e714aad5 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.409501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.178720Z digest=sha256:c47f0b01116aeea45898d9e6fd52592e898df7c28f330367a73571c0d4505c4a

Observation 54133f78-572a-492f-8943-24444a24d891 · outbound

This paper cites Wysocki, B.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Wysocki, B

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.397572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.182664Z digest=sha256:caf68b8f3e9080cbd8e6a366fdf450f3c168c38c328891bc965f5e7e35148019

Observation ad583e8a-c4ca-471b-bec9-b5547e51328f · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.384621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.186503Z digest=sha256:0a56453dc55ba5afda0f9b82b34c0a59cd55a09c918351a30746aecfa197ba80

Observation a5073f90-6096-4b09-ba6d-ba66e5349594 · outbound

This paper cites Kutzner, C.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Kutzner, C

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.373026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.190583Z digest=sha256:287f5cf123f48ca5a5a25bd3a78a4ef323c01894ce10d941a41efe3e33ba2cc9

Observation 6e64ed2c-b04b-4602-a1ce-9a0ab0f8532d · outbound

This paper cites Biljecki, J.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Biljecki, J

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.360598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.194509Z digest=sha256:6317ea2adbf357794209e6c1704ce8596093abe872be1155acf54f964e6a1f3d

Observation 1341c7d7-121a-48d4-b989-90789e1a71b6 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.198463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.198463Z digest=sha256:9a6d3ded6290dd1ca656748596e4b202a34fdd6ba56152241b80a49329558952

Observation 514c2b8e-b254-430a-be05-9aca854da2e3 · outbound

This paper cites Ledoux, F.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Ledoux, F

Reference 53

Resolution
verified exact
doi, observed 2026-08-15T22:21:54.423013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.202638Z digest=sha256:5b63efd8974552ebf1024e11dd99b1b9fa7dbd1ad6035cb2c989ea5b9aac64cc

Observation 7e9e8821-71a9-4036-985d-bee1d427e4a8 · outbound

This paper cites Huang, 3D Cities: Evaluating 3D building reconstruction tools using point clouds, Master’s thesis, Department Aerospace and Geodesy, Technical Uni- versity of Munich, 2024.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Huang, 3D Cities: Evaluating 3D building reconstruction tools using point clouds, Master’s thesis, Department Aerospace and Geodesy, Technical Uni- versity of Munich, 2024

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.348026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.206408Z digest=sha256:4f780f19d92032c0a8e0b6e910cf8b7a7678c4deadd6a29d3cdeef7af4bc0826

Observation db73c841-3a5e-4ffd-a9c6-3ca6e77686ff · outbound

This paper cites Roschlaub, J.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Roschlaub, J

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.334394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.210187Z digest=sha256:96a92b610858ecdf6f254c676331a66f91efd9a30ec5b697e88b7f7674769362

Observation b38c5d3f-befe-43cf-850b-a7105602b465 · outbound

This paper cites Accessed: 2023-01- 30.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Accessed: 2023-01- 30

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.321452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.214016Z digest=sha256:9737969ade2679a4deffcacfa929315d4952fc45d76b3b7d6f379033c9be470b

Observation df374e5e-55ba-43f9-b5fc-125e40af0826 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 57

Resolution
verified exact
doi, observed 2026-08-15T22:21:54.409188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.217968Z digest=sha256:669607123e03fd753f30ab8b9a79ff4ec2dc359d0063435cb3904d259501931a

Observation 0dca57ce-47b2-4756-87d7-a86edd6d3539 · outbound

This paper cites Schwab, C.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Schwab, C

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.222261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.222261Z digest=sha256:eb023fa6982709a25602d60b96f04f6411b859a9292163282befbf40fb11ff66

Observation 65712246-2814-4239-bc1d-04d93a19f583 · outbound

This paper cites Münzinger, N.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Münzinger, N

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.226317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.226317Z digest=sha256:ad20ad653c8474f3bf0768a5c4019493957298cbefc6d238eab4350678fc27d1

Observation 775f88db-1e14-41bb-a1b9-27e5005fafb7 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.310104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.230372Z digest=sha256:e04f2e8dcbafb7a15bbc864c6f9abc5556326c7a77518bd08988b7e22e86d294

Observation 9da2056c-e0af-4801-a871-5d789e9fb237 · outbound

This paper cites Bieringer, O.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Bieringer, O

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.298970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.234092Z digest=sha256:aa98e3b59c2a0b412a74b7739abe20277d3ac8bc18c54ce9a6401684e3106824

Observation f0a5b632-7ebb-4a2c-8337-e63f9d8f0046 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 62

Resolution
verified exact
doi, observed 2026-08-15T22:21:54.385296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.238128Z digest=sha256:78d16e2f170eda1a73a0821d0cff46b0e2e9903ffd7193f6e00b5fa423d792a2

Observation 77c5baba-0a23-4c03-abbf-62ecd285cfe5 · outbound

This paper cites Wysocki, L.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Wysocki, L

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.287042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.241795Z digest=sha256:38baad6a8b9a902124aaf69131d0ac4e576154bcd1c53d98424d586f5960eb05

Observation f197d3f4-9788-481f-b76d-da13881feb79 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.275226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.245561Z digest=sha256:3c95021bfa4bc668be38ed612f76addafffe1686f1db91f2613d81834c9c139b

Observation 6788fc9d-daa8-45b4-9b0b-51cc7e5798d0 · outbound

This paper cites Weinmann, B.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Weinmann, B

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.263532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.249561Z digest=sha256:f55bccb2ed644c931dc6257fde3e5bb244dc891a46a5beae561cd785621457da

Observation cf2154c9-d625-469d-ab7e-72af601a1e02 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.252384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.253613Z digest=sha256:1c787db74dab13712848fdd6de2ff5c86c48ac619987b464bea5ce767c720b40

Observation 08d227c0-45d7-47fa-bfd4-d975faa5746d · outbound

This paper cites Wysocki, E.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Wysocki, E

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.241201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.257533Z digest=sha256:c4c1e936986e2daf0bd503811ebef5fc1860d58b5b2d891c9fee7810ecb06984

Observation f48b75db-39a5-45b6-8645-578056e51c3f · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.228930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.261206Z digest=sha256:181fd420a36874842c5c211bc72c69f5b9ad05f327871d5ef83107b1416c3e21

Observation 010b886f-3ced-4b47-ab7c-36e55cb186b7 · outbound

This paper cites Fröch, O.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Fröch, O

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.216720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.265194Z digest=sha256:104d61f7f8e83305b2dd852255f9d61b84bba0614ebc7357f42bc6ba3f0999c4

Observation 091a68c8-2885-4dc4-a636-832e2c67d1b3 · outbound

This paper cites Tuttas, U.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Tuttas, U

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.201678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.268983Z digest=sha256:4e80cadaf3922bd5a889614d7924006d96eae213c2662f2a65d69ea90a700053

Observation 58a4bf97-3dee-4072-9c44-94c250c49aef · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 71

Resolution
malformed identifier
no resolver link, observed 2026-08-15T22:21:54.272670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.272670Z digest=sha256:a70c09dae39bfec9258f9e526474471abc85261595e21ebda4244b2d2e7071f2

Observation 2fd37bf7-6a4c-4d5d-9fe6-56493ef001ae · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:21:55.189883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.276240Z digest=sha256:337ae7913078fd9b82adbbb1a354b525f6c62fa6941fabdc2c456f4424aaf244

Observation d4e795da-828e-42f3-b70d-c3693956d080 · outbound

This paper cites Borrmann, M.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Borrmann, M

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.178081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.279789Z digest=sha256:c23e94daa94dde62ad24764223f412a2c4754ff7e74805ab975eed21d3a2195e

Observation df070e2e-5979-4bb6-9750-b3edd1c18f57 · outbound

This paper cites Mildenhall, P.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Mildenhall, P

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.283637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.283637Z digest=sha256:f89f51ec9071b2d2f60bb47383511c31cfc78a73ba0fca75a49c13b23f6306f4

Observation 7d792ab0-865c-4207-abd6-0ba17ff25ba2 · outbound

This paper cites Petrovska, B.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Petrovska, B

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.158259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.287313Z digest=sha256:62fc3c5bb46515a8ae7817d3377acbdab24fa0b4696d34127d2f30cceae9ffb0

Observation 385687e8-451d-40d0-9269-6e2a694ed99d · outbound

This paper cites Salahi, A.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Salahi, A

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.145209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.290867Z digest=sha256:5fd9fcb94cacb404ad92f7794b3210d65b7145d8ca81f9fc306fdb59f0edd9d6

Observation ba2585fa-f40e-4772-9e49-f023afbeeb2f · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.294159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.294159Z digest=sha256:ea0208d7e9404d07909ddfafef5f8ecf38afb2cd8a807bdbfb06d6721848197a

Observation b3d09b5f-3e87-4f76-b28a-aa7db9a41302 · outbound

This paper cites Müller, A.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Müller, A

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-15T22:21:54.297833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:54.297833Z digest=sha256:4efc6b0f645c871963d9aa9ebe6d26160b33f40319ac8524f2bb210d3d2cc421

Observation 0ddaec3b-ae50-453a-b8a6-335e88b4f1ae · outbound

This paper cites Kerbl, G.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Kerbl, G

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.116002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.301649Z digest=sha256:279d16c209053b7bd0526a5865d3f7e73f9f11a5d98a413be2585410b7d01e89

Observation 020e9bf6-8051-4a0b-8cbd-f07983142f2c · outbound

This paper cites Zhang, O.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Zhang, O

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.103200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.305031Z digest=sha256:0afee49181de008750ccb27cfa27166ce9f6967132484aa5ba5d7d4a0d0e76e7

Observation 99c84863-0428-4d5c-b583-ec220119121e · outbound

This paper cites Willenborg, M.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Willenborg, M

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.090462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.308677Z digest=sha256:88bacbaa1fc94cf2288bd99cfc4de4524af784b340a75a9dd7e88901b97f8a6a

Observation 4964d0a8-2aa9-46ed-83cc-d81aecf2fce8 · outbound

This paper cites Rueda Segura, Y.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Rueda Segura, Y

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.076536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.312457Z digest=sha256:ab08282f30ca4909a8b523a24b12746bb6e630760144e72538826f89ce390671

Observation c81affc3-ebb4-40fc-891f-cfa25120b4b7 · outbound

This paper cites Heeramaglore, T.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Heeramaglore, T

Reference 83

Resolution
verified exact
doi, observed 2026-08-15T22:21:54.372130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.315949Z digest=sha256:3b13d6319482040855d9ae8acc98d52c275436f9e447d2c151e0bdacc6f1bf51

Observation 7e75f87b-f582-4dc0-bdda-31856bb71eea · outbound

This paper cites Yeshwanth, Y.-C.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Yeshwanth, Y.-C

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:21:55.062740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.319652Z digest=sha256:bf9a65b980bc77011366ca39104ff9ace354cfe04db618bdad702d91112b7335

Observation 988753a4-0bc6-4fdf-bde8-ceb4a5767fa3 · outbound

This paper cites Dubois, B.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Dubois, B

Reference 85

Resolution
verified exact
doi, observed 2026-08-15T22:21:54.358549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.323480Z digest=sha256:37301248f25f10ef8a72b37d104a65c622a2cab89e4c01ff457090faeecada41

Observation 56195efc-d766-42be-a4c3-ffcdfbf63854 · outbound

This paper cites an unresolved cited work.

TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset Unresolved cited work

Reference 2021

Resolution
parse uncertain
raw_fallback, observed 2026-08-15T22:21:55.607876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:21:54.064502Z digest=sha256:e56934f1cb3bd591b2b525ad11de3f556b306226cfca806ed9d6bbc9824ec187

Pith citing papers

Observation b5dd8a1d-04e2-4abb-b806-a19854d7bc1b · inbound

To Glue or Not to Glue? Classical vs Learned Image Matching for Mobile Mapping Cameras to Textured Semantic 3D Building Models cites this paper.

To Glue or Not to Glue? Classical vs Learned Image Matching for Mobile Mapping Cameras to Textured Semantic 3D Building Models TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset

Reference 35

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T14:40:57.219834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-07T14:40:56.964113Z digest=sha256:e387aab61c04ceabfb57e777d4faacd5aab1aeb76722c5f64ef456378e3afe1f