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Paper Citation Record · LEDGER

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing

As of 17 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2411.10692.

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

pith.paper-citation-record.v1
2411.10692 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:34:04.588292Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T17:24:27.450450Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

72 of 72 outbound references displayed

  • verified exact3
  • verified fuzzy7
  • unresolved62
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation caea35cc-5bfc-4148-96e2-aec419f3c76d · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.119016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.245699Z digest=sha256:124c6f1b8004549d7e579732df4eeb185496a7d2440798d79da5c92630c80d4c

Observation e59934cc-de39-4677-84a0-e1fb0b9eb97d · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.251571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.251571Z digest=sha256:a5aae98676be7b14203aa1cf1bb059fa865d5e7ffec1efce50ffdc83701e27dd

Observation 1a462f0a-63d8-421e-8c8a-4ee25b02ffc5 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.092415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.256677Z digest=sha256:a1de1c0c8f18c4d2c6963d41bd7a4f7b6ee5274d02a333abd9fff5cfcba683ba

Observation d8d7a6d0-7050-4c4f-a771-2e393fb3f8aa · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.075941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.261576Z digest=sha256:e7866f81c6c98bd71f69634a9377f5120d75a888ff48f9af89cacdb8c8acdd1c

Observation 90735e4a-b0b5-47ee-978e-905c692bc5c7 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.060520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.266519Z digest=sha256:c289d3f5604dec6345ee8e4cffa63a35971d5af24423ca9d777161018468fe0c

Observation e2649e61-3ef0-443c-a189-401826bfd1a6 · outbound

This paper cites MLPerf Tiny Benchmark.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing MLPerf Tiny Benchmark

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.271479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.271479Z digest=sha256:e651e6c9485ccafc2295bc3b0f7c8dbe50aae3137503b32ee14c38b241b460c7

Observation e805a68b-62eb-43d4-b3dd-d40a54c0c9ba · outbound

This paper cites Kulkarni, Rashmi Rane, Sarika Bobde, and Ruhi Patankar.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Kulkarni, Rashmi Rane, Sarika Bobde, and Ruhi Patankar

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:34:06.045387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.277248Z digest=sha256:b6fc34f56c232f4a9712405c9144ecafe9977fcf262731cc399f8781ef65aece

Observation c1c206ce-a140-47fd-b34c-7cca1807bf32 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.028990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.287079Z digest=sha256:ac7c2b3c17ccafa3b0f323019524cf90cbf2d5a123a888d486b4025ff6fe5f9e

Observation d5f70369-5906-4278-99c1-46c88c8acfb1 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.291773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.291773Z digest=sha256:cbbb7b14d4098386f94840e7e9ed89b9e23119a47c5b655f68f12f1b029e56a8

Observation 8c96fa12-faf1-43e9-89c4-b2e35bef736d · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:06.013151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.296509Z digest=sha256:18bf4787bb85b6999d34e0880fac90918f2570b7287909f82d490512f702e5c4

Observation 42e0d2a8-12e7-45d9-83fb-c8d2229d3078 · outbound

This paper cites Selection via Proxy: Efficient Data Selection for Deep Learning.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Selection via Proxy: Efficient Data Selection for Deep Learning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.301222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.301222Z digest=sha256:aaade4e3c8e2ef2df9e68e4fe5ce2d6387248f2acd4f9eb9e63d419a0a83c571

Observation 489a8ac5-e786-4dae-a6e1-128425a9041c · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.306166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.306166Z digest=sha256:097691a30307ec6f9bef56211e0390741a672524146e4b6efff67232c0a94a3d

Observation 6dbf2ae9-16db-4951-bb7e-113b8c5bd9d4 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.986100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.310914Z digest=sha256:d7dbbec39402225ef57c0b56fd61ca417863824b517380f3519259b92e5b77f1

Observation 359bcb44-444a-450e-a3ba-95a9f686749a · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.971236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.315536Z digest=sha256:41fb23efe8885693e753fef9fff986815e08a184b0b8d4424291d40806b36cac

Observation 166da92d-32bd-4e2a-ab06-c332f871e460 · outbound

This paper cites QUTE: Quantifying Uncertainty in TinyML with Early-exit-assisted ensembles for model-monitoring.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing QUTE: Quantifying Uncertainty in TinyML with Early-exit-assisted ensembles for model-monitoring

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-12T19:34:05.216695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.320049Z digest=sha256:9a9fb320ce0d582fbc1055ab2e21af140845f5812360e81ed648a63f23f152e9

Observation f4a1c726-3bd9-477c-905c-e6810e3ec05a · outbound

This paper cites Monitoring and Adapting ML Models on Mobile Devices.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Monitoring and Adapting ML Models on Mobile Devices

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-12T19:34:05.192213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.324924Z digest=sha256:5ef353826e0b4fdfd7696795594ee6c96b19c7c8ece525b7b5eec04de5ded774

Observation 0a7a8a04-45c4-4713-ac29-45b764070bc1 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.329566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.329566Z digest=sha256:81bd4a6ba3619d71a279fe805783c0f00f500b7a39a9ffbab0d8fe87fdd1dc7c

Observation d304b1e8-c890-4a29-996b-08b8aa194885 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.956372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.334410Z digest=sha256:6bb27d0899bf04b8e174a8d95d00f06697b9beef15b1a6e4ba94366c82ba5e4c

Observation 3933c737-274c-451d-9913-47d10e7fec7b · outbound

This paper cites Benchmarking Neural Network Robustness to Common Corruptions and Perturbations.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Benchmarking Neural Network Robustness to Common Corruptions and Perturbations

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.338820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.338820Z digest=sha256:c461c33d4f3ecf1dfb491e59ae6308ac7ca859336c440a30b908bfb188e4d410

Observation 0aa77f64-aaf9-4646-b959-03100e3ade84 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.941901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.343647Z digest=sha256:45ea7eb4953fafa432e76f6ec1ed44874211371be33937e42ea2ea440f53992e

Observation 8dfb6be9-550c-4b4c-b930-6f4135fd85b3 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.927435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.348110Z digest=sha256:049f9e50918c50ce82ea9ebb3d0e3407cd8222bca1ea23fc02e3cbc665c48854

Observation b22ad5ca-3b7d-412a-ab71-a6128b5da098 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.352702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.352702Z digest=sha256:1857ab2b02ddc16a566fa7bdae20023d7df9534071465af3aa1defefd98fc9ab

Observation 8a1189f3-e927-4c25-9391-b178f09d7093 · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.357010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.357010Z digest=sha256:5ef8e707178c2c0716eb81be1af1f435b68f4ff85d64043a1f53129dd8ccde22

Observation fbc24a1c-d6a3-4485-9764-5c304b5e7a1b · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.912432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.361935Z digest=sha256:20570620c72e424355c3d6ae0de6db17091303a45f04305ae084f747afc61d51

Observation d3f0bb1d-76aa-44a9-a9fb-1a7ea14d1c19 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.897188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.366612Z digest=sha256:86d8cbce2634f1d67b9f8747e0c434dee6ab5fe688931d9bbf94e30872db9708

Observation 48c7158e-0893-47b1-a9c7-19a7569c4b23 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.881815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.371680Z digest=sha256:5543a1be8eb4681d6f061fc92f6e27a072c693abf788a1d59a07a7dbd9a66cbe

Observation 5defd968-16a2-45a9-8090-1b60393e0220 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.866395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.376148Z digest=sha256:e29d4427760951cdf25e6dcaa485cf1aab384e5bb1ff722554b4e49d69964044

Observation ce35740f-c25a-474c-8de4-f81460c9919a · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.851709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.381025Z digest=sha256:301ea4634ea62a679b48a329caad11140d504e525de2177b43e783f327112657

Observation 9f122f3a-c5ae-4021-a7cc-3b611b4016b1 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.836414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.385875Z digest=sha256:4c70432d9824dfe3f67c60433280da8636fdeb538175121a5191abac6f6e1dd1

Observation d6c1718f-8985-4cc2-b852-61521fd95cb5 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-12T19:34:04.390633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.390633Z digest=sha256:01d8ff3a4e7c3348bd1cda40d84dd4fd678597a9ae23c79774d003681b52ad95

Observation 8196ee4d-8866-4f73-811b-9410ba5b50fc · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.821157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.395551Z digest=sha256:fe60e2d6736da31de69b448db2df8735a85ddce9c58fbc903139646fa3cf0b8e

Observation 1b0e4e1f-b21a-4602-8887-e3f1c06b9396 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.805385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.400250Z digest=sha256:2244f69a27f08329fd369631a950ad74566b4b91c93ffd527750d81cc5588c81

Observation b2bdaebb-21c6-4875-adc0-22a71833fffe · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.789156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.404902Z digest=sha256:5d82843204b1bd06c461141e1120c1e0b4172a2c117bed81b72993d554f339a6

Observation 0a889c22-5d15-4082-b1b0-9f23e3828714 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.772957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.409947Z digest=sha256:56c153699d3839978cd285221c1711575cfb71392962dec6f41249fbf2bbf57b

Observation b3fc47d9-5778-4e58-9d12-d2ba25608dd5 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.754441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.414776Z digest=sha256:d7d6e8e257e68640f438ebbd93012db474e0c812448a588b835b25fd4bbaa451

Observation f43a3bb2-cd50-4e40-b10b-984d1fa96d2a · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.738140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.419436Z digest=sha256:03b17364f3b5f70a17f61ea2cbf7d298d8ded7f2fb32fafb366d60e27c10037a

Observation 964033af-af80-4425-b586-7392b56b5d9e · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-12T19:34:05.721823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.424230Z digest=sha256:e6a5f2d0f276dae85497b96c4b9604cb9ffc60f2596010f6ec477e8c58c35c60

Observation a3eb6fc5-567e-4e28-9ae6-33c9ec2d8ce1 · outbound

This paper cites Learning how to explain neural networks: PatternNet and PatternAttribution.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Learning how to explain neural networks: PatternNet and PatternAttribution

Reference 38

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source=pdf_text observed=2026-08-12T19:34:04.434338Z digest=sha256:24a615b4cbd22cd0b4b2b2d1bfd57eb13ac644c67b2471761ed26b800aa8d541

Observation 1f3d15df-00e1-4e54-a561-071f14c7252b · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 39

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.439434Z digest=sha256:d87d7b9c0501232f973b282a1cc43b5ec1b18526300c276a148db1335d532c0e

Observation e216d9a1-d5c4-4f01-be42-cc08aef35852 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-12T19:34:04.444041Z digest=sha256:ba9a74a76b37606c823a229e32e5d9e424ee4371c31a712ebfd0d7f3475624ce

Observation f578941e-da53-4cbd-8eac-b2172691e263 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-12T19:34:04.448922Z digest=sha256:f62196e194b5654d6acdd803d93e886f9b4b2f3681415528da0a6ede916058ab

Observation c0763644-972d-4187-80d0-14d9dc8e2d33 · outbound

This paper cites On-Device Training Under 256KB Memory.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing On-Device Training Under 256KB Memory

Reference 42

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source=pdf_text observed=2026-08-12T19:34:04.454412Z digest=sha256:ddffa5059cf603db127f461d46e4fe6be6d5d36d73d8518f730228ddec566149

Observation cb62a66d-e2d2-4866-ad76-dd7ec3ee1a49 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 43

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.459453Z digest=sha256:05bff03c4244aad7e83c1da318109561847d68483526aa1ce013735982210c3a

Observation 6e5f3458-ee48-4abf-b008-a8eef7edc904 · outbound

This paper cites Maqueda, Carlos R.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Maqueda, Carlos R

Reference 44

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source=pdf_text observed=2026-08-12T19:34:04.464540Z digest=sha256:752302b88579bab942026de79d38016e917f6fbbbbf2ff5e3b7b86ad6e22b715

Observation 7ff95041-db13-4707-98bc-8dd1d34a5516 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 45

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.469472Z digest=sha256:0a3fcb179bd4d22dd7fc7455f7c005b4e2da3c3551687ef804568c0dc484fa37

Observation 69e576bc-6963-4f31-98b6-97e5bd7ae525 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 46

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.474275Z digest=sha256:4ec1d3a2db39f3be9907e2a680d6f06907d34e3c4171a40c7915a5a3db4ab89d

Observation bf3b3e74-36d6-4441-a601-6b4523ef3030 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 47

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T19:34:04.483807Z digest=sha256:bba0615e539071abaf757caf25eb1880488afb99442b8c9ea532bd215db17368

Observation 93ff371b-6299-49ba-9eb4-4b0d6fda1c66 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 48

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.488456Z digest=sha256:66c83f77acf7779827f87a22f1f5b3151e1a80e60ada5b11bfff1f00b60a492c

Observation 7e2478f5-a68d-4502-a82c-216324665842 · outbound

This paper cites Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Vardhan Simhadri, Vivek Seshadri, Manik Varma, and Prateek Jain.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Patil, Don Kurian Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Vardhan Simhadri, Vivek Seshadri, Manik Varma, and Prateek Jain

Reference 49

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-12T19:34:04.492965Z digest=sha256:3fe773037097d36004cf0c74bb56ededae1a8aad4e03ac2e23dec93382089301

Observation 3a2b71a8-4540-4923-8232-e1761f85b905 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 50

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raw_fallback, observed 2026-08-12T19:34:05.583268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.497442Z digest=sha256:0a182d24c37fc4abf35be07a9f8d40ea6f4152567ea28429f9ca5267d2a8d09e

Observation 47c3ce8d-574c-42e6-83bb-2fb5c4f2e624 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 51

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.502057Z digest=sha256:3764750b474211819a4eb09129fde610ec14e3040f8ce8ade40093c2ab3d5bb5

Observation 7b2c9af9-bf51-4718-87ee-a7081df57bf9 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 52

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.552021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.506721Z digest=sha256:4385d37d1f8b019a699e33d033a896f40b61ecf59d72a5a69c3d78c4b3be9dcb

Observation 64f8f996-e36f-4e40-9937-761ef8e4cfc6 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 53

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.511423Z digest=sha256:5eddd3a43dcb8bc05bca18730afb4ff3f1959d2eb5732416de861c5e48886164

Observation a87de7b0-4685-44f7-b313-41f14809f998 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 54

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.526196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.515865Z digest=sha256:4eaa8e6ba50690dc581eb83287475fbd391ef819c4e8f4954570d84e49c7351f

Observation ec8f09ed-2377-4507-aae9-2e96e6445c6b · outbound

This paper cites Striving for Simplicity: The All Convolutional Net.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Striving for Simplicity: The All Convolutional Net

Reference 55

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no resolver link, observed 2026-08-12T19:34:04.520400Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.520400Z digest=sha256:ca30dd975cf1425337479210f9335c2291d51d3f3906d6e186afd65d38171b11

Observation 59a5f337-abe4-41aa-9ce7-b9a888bcbfe7 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 56

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raw_fallback, observed 2026-08-12T19:34:05.510707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.525529Z digest=sha256:d6e48fc3e046502834e757687a002b13156875622a44453248af1362c15d8495

Observation c350c14d-8e8e-47b8-9da8-c8150c80cfe4 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 57

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raw_fallback, observed 2026-08-12T19:34:05.495208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.530134Z digest=sha256:577367d226003fa01d8e44c3fe34a25306517694103c1ef4a1ac9810ade90e86

Observation c5147aeb-1fe8-4fca-976d-8c70d76ae0d2 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 58

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raw_fallback, observed 2026-08-12T19:34:05.479660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.534794Z digest=sha256:e30efabf7852b1cff35ef3e1be7fe8454b2c573b40a61841c7af28a8f2cde4be

Observation b1633135-001a-4999-b28d-06cc73d5f31d · outbound

This paper cites Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition

Reference 59

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.539424Z digest=sha256:b4a5c77899cbe18785bdf5ee4956d2a0889e3574bcd21134f139990f9905191d

Observation 46071587-50dd-45f8-9ebe-1b751a79fa9b · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 60

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.463035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.544324Z digest=sha256:efb8ca1db5e37908f479843362832193a9f6a56ff32c20c52ef98e71fc04eb2a

Observation 65016044-4656-4219-aee6-e8b9c68f3e0a · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 61

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.446912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.549034Z digest=sha256:6ebff63db93d81a45505a7f41f605053f2f281f50c99c0560f9b235274beba3c

Observation a6022031-9658-4b99-89b9-8fc09658f044 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 62

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raw_fallback, observed 2026-08-12T19:34:05.430620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.553586Z digest=sha256:a4ae438513101ae51db144bb15c374a4a4f95bd7647297687e1f15f65f0f9e01

Observation aabb0d62-a244-470c-b611-6d4bda1a6f81 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 63

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.414120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.558353Z digest=sha256:4ac2195c094a80d2a90223c8d20c7e3b8e202f4b02a3c1a90d41d203e5b19df0

Observation 3488b394-3192-49f3-84ae-9a0a0658811c · outbound

This paper cites Hello Edge: Keyword Spotting on Microcontrollers.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Hello Edge: Keyword Spotting on Microcontrollers

Reference 64

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no resolver link, observed 2026-08-12T19:34:04.563542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:34:04.563542Z digest=sha256:d7b7299b1cd3c008ac7d87bfbbd0f908530c47419f26c973736ad8cddf4f16ce

Observation 78678663-e3d7-4ec9-94e0-a01943df2136 · outbound

This paper cites an unresolved cited work.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing Unresolved cited work

Reference 65

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unresolved
raw_fallback, observed 2026-08-12T19:34:05.397098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.568568Z digest=sha256:b9f0316a4e487b6cd176b3adc794dbd1992e9784512d87965480ada2c3ea4848

Observation 36723417-51d5-4829-bd59-6cd8c0131cd7 · outbound

This paper cites SpeechCommands Speech-Cmd is a collection of short audio clips, each spanning 1 second.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing SpeechCommands Speech-Cmd is a collection of short audio clips, each spanning 1 second

Reference 69

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verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.381265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.573225Z digest=sha256:fea25e4fb3b166ac1a4959a57cf94c85c6d83bbf5892e09db641be482313d224

Observation 021544ea-6413-4e85-9c1d-7af4d87959ad · outbound

This paper cites The base network has been trained only on ID.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing The base network has been trained only on ID

Reference 70

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verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.363209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.578988Z digest=sha256:1880594f382088e5f89810f261d65e608a37289cd7c42ea62a164905b2c51738

Observation aba21271-914e-4945-9454-0edc41b85e76 · outbound

This paper cites We use this to create our train and test datasets for the HDC classifier denoted by DHDC −train and DHDC −test respectively.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing We use this to create our train and test datasets for the HDC classifier denoted by DHDC −train and DHDC −test respectively

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.345134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.583667Z digest=sha256:ec27397df88655b8efb8ce8cfc4f9153f651832846974f4828fff7b31ade2fa9

Observation 039881f2-c239-426b-9c46-6d39a598c3a0 · outbound

This paper cites A.3.1 Selecting an appropriate intermediate layer Since tinyML models often have only a few layers, the number of intermediate layers available for tapping is limited.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing A.3.1 Selecting an appropriate intermediate layer Since tinyML models often have only a few layers, the number of intermediate layers available for tapping is limited

Reference 72

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verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.328402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.588292Z digest=sha256:4c4a3c103a85b3002f26632e97f93019177585f8fb21668e37f43bd2bdbcec43

Observation 54c4f935-4dbd-429f-a3cc-bdee16c14675 · outbound

This paper cites In International conference on machine learning.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing In International conference on machine learning

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.705320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.429226Z digest=sha256:d0715d6f3456373dd0e7005483c0fecdfb7e39f6e9769dbeaa70d15827125169

Observation 56bfe1db-1bae-4578-82b7-2381e438040c · outbound

This paper cites In 2019 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED).

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing In 2019 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED)

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T19:34:05.601284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.479099Z digest=sha256:725b99a0a7b4a5bea25d45583d9c9d01ca2752520f91e07d21de40636f10ce41

Observation 8b27a311-d675-49a4-aba1-84afbe75be23 · outbound

This paper cites In TinyML for Edge Intelligence in IoT and LPWAN Networks , Bharat S.

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing In TinyML for Edge Intelligence in IoT and LPWAN Networks , Bharat S

Reference 2024

Resolution
verified exact
doi, observed 2026-08-12T19:34:04.656489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T19:34:04.282273Z digest=sha256:63b953a1ccdb20238928e7438b1a36dad92c67c3098274105b4e0c704a7b8a4d

Pith citing papers

Observation 421d80e5-a9fb-44a9-979b-e47d5eec8aa0 · inbound

Ariel-ML: Computing Parallelization with Embedded Rust for Neural Networks on Heterogeneous Multi-core Microcontrollers cites this paper.

Ariel-ML: Computing Parallelization with Embedded Rust for Neural Networks on Heterogeneous Multi-core Microcontrollers DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing

Reference 16

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unresolved
no resolver link, observed 2026-08-03T17:24:27.450450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:24:27.450450Z digest=sha256:d7c894dcbcc6d7c115001c217a243bed12f7ee58a75a26e292308592e7ddd26b