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Paper Citation Record · LEDGER

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources

As of 8 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 0 inbound Pith citation observations for arXiv:2507.02295.

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

pith.paper-citation-record.v1
2507.02295 v1

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:37:17.520152Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

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

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

76 of 76 outbound references displayed

  • verified exact1
  • verified fuzzy26
  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4329bec6-46ac-4093-970a-e4d13ec40da9 · outbound

This paper cites Williams, I.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Williams, I

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:29.086601Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:11.070955Z digest=sha256:b7b2b1d98fc7b23a13fc7c0124479e80b86a9605b0acffaa1c6084a9eb43d2cf

Observation e7a0a405-85c7-400a-9ccd-78e6da5f6092 · outbound

This paper cites Kumar, P.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Kumar, P

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:28.911440Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:11.148351Z digest=sha256:6250087bb460eeae220e2410f1882358198b9d7ea73aeb1ba039854d0e555f9a

Observation 166e7f54-6486-4cc9-9a6d-68a78824a9b7 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:28.775488Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:11.272908Z digest=sha256:94a12052e9f11dcc26032d0d338fce8de8127fad9b30393f4562e853120c898a

Observation cab74645-90fe-42c1-a429-9b2ce9491890 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:28.645877Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:11.348960Z digest=sha256:bc23db7ac59b8080055d8a44b8361fab026852864489d4e382b066cda41c43bb

Observation ef403d5d-4329-4f2a-8f6b-7b12c4c76d27 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:28.495970Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:11.424438Z digest=sha256:921110a473a79e917d7f21d73a5a4f990e471ce81e7283024e2fdd42de7f8137

Observation bc890d3d-d5ab-40a4-b459-5c40219a321c · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:28.383766Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:11.535280Z digest=sha256:2205651d54c3281765b9aba7ab2a9df98964b38309de830eb76e0afddaa3f8b9

Observation 543cb56d-7e0a-48e6-b6d7-05c67a6f940d · outbound

This paper cites Kononenko, Machine learning for medical diagnosis: history, state of the art and perspective, Artif.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Kononenko, Machine learning for medical diagnosis: history, state of the art and perspective, Artif

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:28.253171Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:11.602144Z digest=sha256:3ee6da19d5dcdaf6baf5359e7aba1401e8d95eb10aa818b0abb4770e86484a22

Observation da42d42b-c81d-4b95-911d-7bb71d02031d · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:28.124733Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:11.705243Z digest=sha256:8e6217b31f50060d2fd7a7c2e9f6d52637250039f525afb999af1ccf2963fcda

Observation 2400b26d-d6f1-4c2e-adc9-0d2d96ead832 · outbound

This paper cites Nguyen, M.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Nguyen, M

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:27.983619Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:11.801819Z digest=sha256:7426b3b87d0fe031b17f92b52e06ce105f51152b71e6059b667be7f0feca2e1f

Observation 86561de9-4afb-4149-a82d-5026949e8790 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:27.811223Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:11.883298Z digest=sha256:fe3954cc79ab067cd0f963b4f0121df540eff974bd9dc4d240704c41ea50ec53

Observation d0ae7849-9964-4c3d-9e2f-d919eac7097e · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:27.696431Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:12.027982Z digest=sha256:32d2018de910f822c48863e093203c74afed37c104c618a86b6988675f60feb7

Observation 98371ece-6ebc-4fad-8078-a59a40db4c90 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:27.553738Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:12.136727Z digest=sha256:1d04c9cff8520d784f1251f912e0cf0147a370ebbb6801d095eb79942b15fb17

Observation 61712d47-8ee0-47f9-8c7d-494d1447c0b7 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:27.369614Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:12.196005Z digest=sha256:0c44e00a59c53e2d83e46bdbe3cd3d8ea258b609b0592cd76d22cb15bb536b0d

Observation 07c216bf-f37d-4c30-a436-b4cae2eb702c · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:27.175815Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:12.287839Z digest=sha256:ea854864334fdab8835c1f35643f4a3679b0f800f13b081edc44e28d2fe32f81

Observation 07f0a1c5-d5ac-4696-9ad2-f1235918d864 · outbound

This paper cites Ching, X.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Ching, X

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:27.013559Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:12.360722Z digest=sha256:7a2ab3dcc6c8f37bfc6916a17fc895f4ce866c999b0e1f6d769b3c9b89d66842

Observation f7caa2d5-af76-4ead-b98a-0467007b18f1 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:26.868350Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:12.492923Z digest=sha256:dec0b5cea43b511d8d9ac033a864ba75f37d09c73eb10a8468fd191e3fb431ff

Observation 09984e8e-a39e-42d1-8ce7-ff8ba821c4d9 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:26.706638Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:12.581829Z digest=sha256:7e73e856942cef7d996b0a73d9a1740cf64668af7543a8103902d8f86d61c9d7

Observation 65b86906-4a35-4810-bcde-1c1e2b8ac468 · outbound

This paper cites Wolfrath, N.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Wolfrath, N

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:26.568476Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:12.714985Z digest=sha256:e52a25c0d8c68bb47397292e30cfece4e752c1f49150de3e4c45d93aa91ef8d5

Observation 02255bd8-9c6b-446c-90d2-aeb1005e1adc · outbound

This paper cites Asynchronous Federated Optimization.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Asynchronous Federated Optimization

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:12.793555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:12.793555Z digest=sha256:a5fe20beac19e782ef43da7f19e9fd543e7e3c3a9141d5b0cfb2c497055c5cba

Observation 687d27e2-7b26-4d85-9dbb-3729f247740d · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:26.440568Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:12.867864Z digest=sha256:333e5168e3074d406e0463f1f807f9ee817116c32d6d3a1fc8b08e708282fbb1

Observation ffb9ac4d-9406-4223-b1c5-a68a4978e556 · outbound

This paper cites Zhang, X.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Zhang, X

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:26.323848Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:12.934372Z digest=sha256:4beb532b8cbb9fe6c7b75a8b6500a5d46644c3afbecb879b33d24eeff421faf0

Observation 23e8d9db-de39-4dc9-8f1d-3301199f7b97 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:26.216492Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.005809Z digest=sha256:0166194c63529d51184dd9ff751012cf6483d65fd393bbf16f92e2c67009b661

Observation b740e2f9-ac36-4a3b-a0ec-dc6a7adba44d · outbound

This paper cites org/federated/federated_learning (2020).

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources org/federated/federated_learning (2020)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:26.099529Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.062683Z digest=sha256:b9ee92a391e82c4a3669de213d682e9193d2e7be2f9f4570caa7fa508d94c0f3

Observation 63a9f4a9-81a2-4f87-8e22-e0d3542fc6ba · outbound

This paper cites LEAF: A Benchmark for Federated Settings.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources LEAF: A Benchmark for Federated Settings

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.157611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.157611Z digest=sha256:8c8eddb7a634cd426d05653bdccad689e3e81519a6824936f077591957cafee3

Observation de227665-70f4-4df2-82b4-a1513ce2b3ce · outbound

This paper cites Flower: A Friendly Federated Learning Research Framework.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Flower: A Friendly Federated Learning Research Framework

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.251634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.251634Z digest=sha256:3ce1306b4115821f114bad0f02bb9fa5f8da71adae17e9bf02909fd54f868085

Observation a704cedf-b323-4a12-9382-cee330a8e575 · outbound

This paper cites Foley, M.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Foley, M

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:25.962711Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.311766Z digest=sha256:4a72aa375913f018776868dc8a357798f5ba481413a56871a012d99cf6c38185

Observation bd185860-95d3-4693-97eb-9c0c38cf92c5 · outbound

This paper cites FedML: A Research Library and Benchmark for Federated Machine Learning.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources FedML: A Research Library and Benchmark for Federated Machine Learning

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:13.373112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:13.373112Z digest=sha256:71062775379460f35974b9be3d52a2fa01bed5ba289b049136b082dd20dbd54f

Observation d1d6ce9e-a95f-4c42-b704-2b8950f57d23 · outbound

This paper cites Bonawitz, H.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Bonawitz, H

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:25.838296Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.450198Z digest=sha256:aaf7bc43c9a84642f2550966fd45402ec0622316b20e4937751b3b4d9295b6f0

Observation 7fb9963f-703f-41a8-a296-22817d4af894 · outbound

This paper cites Vahidian, M.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Vahidian, M

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:25.704611Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.510251Z digest=sha256:8fcbcf3ea30e33eada2a271743f8acaed6b22084589eca69923271c2b26dea43

Observation dc461d0a-b593-4935-bb53-6c779cd93b21 · outbound

This paper cites Pfeiffer, M.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Pfeiffer, M

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:25.589851Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.575956Z digest=sha256:78497badc5b202c495ee8e01eddd587c5454b43d1e7e165543fb045ff2148990

Observation 4bcf3bf0-bfac-4332-bf7f-04400a346c9f · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:25.426782Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.686744Z digest=sha256:e299532b833ce0bb2bdfa2a02ee9caad59b5d6301a14a11427018ca3df963c5b

Observation 220f5dea-4900-4ee4-a384-5c745a8769c1 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:25.296504Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.757588Z digest=sha256:b106a5c3d5daa5beabe7129af47498ceac4bb14ee03ba06838f228198b57ed9a

Observation 56cac97a-3ae0-430d-9d85-93123c1f02f0 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:25.145277Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.835978Z digest=sha256:400c2a07b2b1aa55f15c06d05fddb6fa0b15e1e5d5c5159185f8b4e6537f8791

Observation 7087d70d-ca0b-4693-b207-ec70288f8006 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:25.002027Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.900046Z digest=sha256:4dd11089fef91aa525ad4968ddb3c52140c280c4c5e78035fe0621d627b89f76

Observation 569cf6a5-42f7-4208-9478-b3e6cda4e096 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:24.870581Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:13.947613Z digest=sha256:103cc06f7954f54f0520d90288a855b098816e6fd520c52a9a07441c3edcdfcd

Observation 779aa2ba-dd6a-4854-9508-62a1d5cdb5d2 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:24.662494Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.024882Z digest=sha256:4ce96ad3431afd49523dbe738bd3fcea090b6a645b4c048a9bd9af410845f5c1

Observation b1da553e-d476-45d5-ab94-d182a3bfc4e1 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 37

Resolution
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Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.072982Z digest=sha256:e1246bc30057c4bab514ea8266d51e895ea400c3741c9dabe42c0ebeb31ad9b1

Observation ce1fb309-ef0c-4707-84fd-b8a97c4a1750 · outbound

This paper cites Zhang, Y.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Zhang, Y

Reference 38

Resolution
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raw_fallback, observed 2026-08-06T20:37:24.140560Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.142849Z digest=sha256:f74d470dd4e0e40ff50fe6fd7658383a62c6fefdf31c8fe0431016eee6e43923

Observation f67eef53-dd0a-42b6-82ff-5aa15e7c14de · outbound

This paper cites BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning

Reference 39

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no resolver link, observed 2026-08-06T20:37:14.254485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.254485Z digest=sha256:f774095f1f7a95ce59a73e7623e04bfc41c7e0376cb885ed09f8b7d0ea174fbe

Observation 34b34273-f1c3-41eb-8311-989577a3f9de · outbound

This paper cites A generic framework for privacy preserving deep learning.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources A generic framework for privacy preserving deep learning

Reference 40

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no resolver link, observed 2026-08-06T20:37:14.339732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:14.339732Z digest=sha256:c1406f01433efef6c24e01bd807d86965902cbe7c95de5f35947366575091ec8

Observation 52ca38dc-3770-4206-97dd-da72b38b3675 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 41

Resolution
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raw_fallback, observed 2026-08-06T20:37:23.979618Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.418842Z digest=sha256:ba7727c05e6f02c3d3da2ffcc35085ab6b19cae4f2d72d38e65bfd17bb8dbb64

Observation 3f8fc178-c848-4376-83dc-831c81c94582 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 42

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raw_fallback, observed 2026-08-06T20:37:23.843841Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.495625Z digest=sha256:e5577a205c056c461a3b11e8e0937a0da3649bc68ae036593531f048de397a97

Observation 57e697b5-50a3-4967-a368-8678c8610f66 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 43

Resolution
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raw_fallback, observed 2026-08-06T20:37:23.700418Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.583347Z digest=sha256:6f9ea286ca12b0c9b5ab7bc036157cec0e666b4f63db19665a052a25458bcfaa

Observation 654dc6a6-f53e-4102-9f5b-3308581024d1 · outbound

This paper cites Naman, Y.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Naman, Y

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:23.538531Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.667285Z digest=sha256:e8b442d8e224998efac4f2b8eabc830f67f87a4aa2aaedfa8644565e481ccacc

Observation ae064d08-e710-4965-bd1f-fbf8f1e9006c · outbound

This paper cites Baheti, S.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Baheti, S

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:23.348647Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.736697Z digest=sha256:0299194268401bab7506e49b08f4410d391d285f3d154763a253d61cc930eb0c

Observation 32160717-bbe0-4dcd-9253-05364682e546 · outbound

This paper cites Bonawitz, V.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Bonawitz, V

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:23.196656Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.809443Z digest=sha256:6ce15d945a11f58e5ba997610ffb9c967868ed0431c5da637d0ecf016485916d

Observation 3116c968-62b5-4dde-a673-cebf9215f8f5 · outbound

This paper cites Zhang, S.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Zhang, S

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:23.047129Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.879371Z digest=sha256:d564aef870145b995db50e9ab140e5789570f29ce3b7c52dd4d0cbf0f3e2b879

Observation b4106cdd-0421-40a0-80bf-902b91a1c6ef · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:22.889053Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:14.960084Z digest=sha256:940a0cb330828f335a4904249cad1376d6f12f060b836d9b21ba2b99a768756b

Observation 88947472-137d-4443-908c-eabf9693f96a · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:22.750092Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.053709Z digest=sha256:57a7f413661f4b00bf7aa26ad467f37ace55151a75ae86c2cdac34e5225bbbee

Observation 33ed4d3b-8139-46ee-a6b6-9c401133c9d5 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:22.616252Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.120954Z digest=sha256:0d774680da96bd89c4ce7cf1d7d2ef6959af8f60e8a568481ecf2d8e01dfa536

Observation 707705a8-6c10-474b-b56e-01fe8028cf78 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:22.438710Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.202124Z digest=sha256:85ce787cccd15d4cf2408ddf680ac94b90a00a2d78ab30102c1341011da14ca0

Observation 2eb22f2e-9cc4-4431-9c91-0473d150cd1a · outbound

This paper cites Smart Multi-tenant Federated Learning.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Smart Multi-tenant Federated Learning

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-06T20:37:17.799318Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.316194Z digest=sha256:620fe5d95e0dc0f35fee25507ec64e00ef1acc249f82f9b9ad1700f743f5c12e

Observation 48dd4d14-e336-4f6f-819d-40c50fe4eed0 · outbound

This paper cites Bhuyan, S.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Bhuyan, S

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:22.231490Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.373634Z digest=sha256:cbddef613c6d14b51806aa27384727431d4923fba8a7cddc242c92a6938190ae

Observation d7274d05-b3a3-451e-8cd3-248002d36cf3 · outbound

This paper cites Kabir, Z.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Kabir, Z

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:22.041630Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.488683Z digest=sha256:0879dd116dbc17cb7f6486e8e0e6944bf039efc7e0d7808715a3884bba814b04

Observation cc571c06-439b-42fd-b547-1432a2814aca · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:21.909099Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.589814Z digest=sha256:30a8ec78177c041005e64c2438af1396d3786f281aa959d6db7c77a3a8255932

Observation a372dd34-ae04-43db-9c8b-379133d3e21f · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:21.701314Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.663037Z digest=sha256:ef2d1c0bf4b984c09c38961e0b306964987e6a03ac82e3d51324f97439522a1d

Observation 72634b6c-9077-42ee-aee0-2ff930f8d88a · outbound

This paper cites Luoto, K.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Luoto, K

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:21.526138Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.787143Z digest=sha256:f09a7801b31b9426f71d729ba1ed14feed9a20c10edd84d43a30e124e58664fe

Observation 6fb39dbe-0168-4c96-a98c-3b91a13fa4fb · outbound

This paper cites LeCun, L.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources LeCun, L

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:21.286264Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.832590Z digest=sha256:309416509b7e1aa45821baae3193475dcc4a19cde3ade5d6e1df3d381df8ad66

Observation 1e446677-2772-4129-ad50-967412770efa · outbound

This paper cites Sandler, A.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Sandler, A

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:21.120125Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.924578Z digest=sha256:6bd7a0308cc946f90f2b6fe264c90e8d34b946fedbd7dc9d3d5de039947321ef

Observation 941f83e4-dab3-4c7b-8483-4bf3a2cf443a · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 60

Resolution
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raw_fallback, observed 2026-08-06T20:37:20.959972Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:15.983600Z digest=sha256:120da52c2d11590f1b6008d10d888ae957de248d7d78b6cd15ead062065718b6

Observation 3dc45f04-7eef-4d50-b69d-c74222e331f1 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:20.760794Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:16.074810Z digest=sha256:3b9d3fddf7e8c6975edba1e4e343cf7060e8e1319cc351bcdf576cc058ab400d

Observation 95e84728-b97a-43df-9683-f569fa5af66c · outbound

This paper cites Hamilton, Z.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Hamilton, Z

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:20.548085Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:16.134611Z digest=sha256:84c459a7fc8bcdc78595835def7785677c5659cfff788e26c5bdd566d1bd2ec9

Observation 8e3bfdfa-f2f1-439b-acc6-382d69e2dc27 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 63

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unresolved
raw_fallback, observed 2026-08-06T20:37:20.359325Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:16.251148Z digest=sha256:746e5be137bf5434ee1f1b338db83c3a059b47fc9e80f33ae34d04aefd3ef299

Observation 38477679-8908-4365-8f35-8c33f93736b7 · outbound

This paper cites Yurochkin, M.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Yurochkin, M

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:20.144435Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:16.351675Z digest=sha256:31e5ec11c2c5e0ffe5898e1f3feb9c4a78a5184ac805dc3f3ccdb039657af41d

Observation 1ce44070-95d5-4a7d-8992-57302708512a · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:19.957059Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:16.422024Z digest=sha256:71e3ba1c6cfef305830c79243e82fa43a519547444f9d287c8c9d756c996dcd9

Observation 83fa417a-6c29-4e25-a2ec-41a2594aee5e · outbound

This paper cites Federated Learning with Personalization Layers.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Federated Learning with Personalization Layers

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T20:37:16.520762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:37:16.520762Z digest=sha256:c0ca96d2b990a92f8ee4ac6491892e83f90c7ea17c08cf795473aa9de8d1afc4

Observation 9f455250-be18-49d4-8628-12ed345e1c0b · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:19.763338Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:16.601732Z digest=sha256:8d3e6c6e12f373b17260475381c61c81967417740daaa860dc93c4b776d60fed

Observation 3a724821-2e4d-45bc-82e5-d2dbf4981f3a · outbound

This paper cites Dwork, Differential privacy, in: International colloquium on automata, languages, and programming, Springer, 2006.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Dwork, Differential privacy, in: International colloquium on automata, languages, and programming, Springer, 2006

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:19.599511Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:16.796627Z digest=sha256:520370cfb8764f79f5a0047a9a64d8c61bc2e16d15ed8f2a2ad37547d1a54df2

Observation 6477c918-5d2e-4427-a4c7-0016c3b114e2 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:19.419834Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:16.918669Z digest=sha256:c75fdd0f7feb5647671c3d62401e43bcb02fbe5a7e2095edc505803317f3bf85

Observation 81212dc3-4eff-43bc-a71d-e9f6aeccc02f · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:19.191721Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:16.980032Z digest=sha256:262a9b075f210d9daed87328d045bd022ea792ab1bc9a5b0af995aac772cc3b0

Observation d6d8ddcf-ce62-4e59-9729-a693cd2c3074 · outbound

This paper cites Zhang, Y.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Zhang, Y

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:37:19.034419Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:17.054072Z digest=sha256:25d3701a6c8d19498ab2b118c828781ce452289e285cef985a06b659cfc4dd82

Observation 48b3660c-c25b-4fec-8817-ba7ef90e8bec · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:18.847592Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:17.101444Z digest=sha256:d864c1415ed4f48a90a3745f612184151ff332346229e2a1bc4fe543b964faa1

Observation cab70ca1-2177-4541-be52-8568192ff66b · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:18.647380Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:17.246605Z digest=sha256:fb301afe90d1ad363eb33d6b4363f4c0bb85b3ff8bad6e008e789fa0cee26535

Observation 47a7ed3c-f38c-46c8-8200-3dc585ef989e · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:18.469768Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:17.346899Z digest=sha256:ea1dcd39ee31bff3318479a5ee23675d1450de93dfe2107649914a7db86eb2fd

Observation d53d1932-6cb7-4c50-93db-3a2af339a9c8 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 75

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unresolved
raw_fallback, observed 2026-08-06T20:37:18.244577Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:17.445526Z digest=sha256:8fd72a1b266a42b69c5a3b6b073e2e066d8a4f39eb3a37ce84bd6700f9a2e3cb

Observation b6f8f03f-b36d-4cfd-8470-edc8f1578a91 · outbound

This paper cites an unresolved cited work.

Flotilla: A scalable, modular and resilient federated learning framework for heterogeneous resources Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-06T20:37:18.021623Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-06T20:37:17.520152Z digest=sha256:5a5b4fc8bb257cb23ad5563e620c2395ab54ebcacdb35446e44e22f5b961035e

Pith citing papers

No inbound Pith citation observations are available.