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Paper Citation Record · LEDGER

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits

As of 14 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2506.21940.

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

pith.paper-citation-record.v1
2506.21940 v3

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

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measured 50 of 50 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T21:24:07.740306Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

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External citation measurements

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Outbound references

Observation 366e85fd-52c5-4e5b-b44a-3d54157958d6 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 1

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This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 2

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Observation e8b763ec-4894-483e-83b8-c1ba829f7d9b · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 3

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This paper cites The FS metric is estimated via a block-diagonal approxima- tion.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits The FS metric is estimated via a block-diagonal approxima- tion

Reference 4

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This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 5

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This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 6

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Observation 57a8aa53-24e3-4bc8-80ef-b22bd7b456f2 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 7

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Observation 9516a646-b3cf-4bf9-8d5f-d0ad988dd455 · outbound

This paper cites Expressivepowerofparameterized quantum circuits.Physical Review Research, 3(3):033053, 2021.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Expressivepowerofparameterized quantum circuits.Physical Review Research, 3(3):033053, 2021

Reference 8

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Observation 23f0bf07-b8c3-413c-9b34-9efeb6f19d8c · outbound

This paper cites Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data

Reference 9

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Observation 1397bccb-85ee-4ec1-be43-df18b5e622f9 · outbound

This paper cites Abbas et al.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Abbas et al

Reference 10

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Observation 20f767b3-76b3-4825-b1de-987ca1cbfb5d · outbound

This paper cites Comparative performance analysis of quan- tummachinelearningarchitecturesforcreditcardfrauddetection,.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Comparative performance analysis of quan- tummachinelearningarchitecturesforcreditcardfrauddetection,

Reference 11

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Observation 3761c4bc-4761-4cdd-a49e-185a14efddb3 · outbound

This paper cites Hqcm-ebtc: A hybrid quantum-classical model for explainable brain tumor classification, 2025.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Hqcm-ebtc: A hybrid quantum-classical model for explainable brain tumor classification, 2025

Reference 12

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Observation 74a21c6f-ebd9-4472-954a-6b4e4f05ac01 · outbound

This paper cites Natural gradient works efficiently in learning.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Natural gradient works efficiently in learning

Reference 13

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Observation ccd0c46e-3610-4b6b-b201-d59c5efbb075 · outbound

This paper cites Information geometry and its applications.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Information geometry and its applications

Reference 14

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Observation 3ee251f1-3653-401d-9932-6a42017f6863 · outbound

This paper cites Quantum fisher information and the uncertainty relations.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Quantum fisher information and the uncertainty relations

Reference 15

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 93227318-c2f3-431f-aaa4-9d928a308f9a · outbound

This paper cites Cerezo, Andrew Arrasmith, Ryan Babbush, Patrick J.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Cerezo, Andrew Arrasmith, Ryan Babbush, Patrick J

Reference 16

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Observation 4a53d587-3619-45d5-b879-95544ecadedb · outbound

This paper cites Cost function dependent barren plateaus in shallow quantum neural networks.npj Quantum Information, 7(1):1–11, 2021.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Cost function dependent barren plateaus in shallow quantum neural networks.npj Quantum Information, 7(1):1–11, 2021

Reference 17

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Observation eed770bf-7446-478b-a2de-079e850fe1d6 · outbound

This paper cites Pac-bayesianmodelaveraging.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Pac-bayesianmodelaveraging

Reference 18

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Observation 569ca185-d1c2-40a4-ba4f-18357815de29 · outbound

This paper cites Barrenplateausinquantumneural networks.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Barrenplateausinquantumneural networks

Reference 19

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Observation b710a4f0-bb4e-4602-b9a9-f0ab42a6c3a8 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 20

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Observation 3e952d0b-415c-4710-b5a1-49cd0357a44e · outbound

This paper cites A Survey of Methods for Mitigating Barren Plateaus for Parameterized Quantum Circuits.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits A Survey of Methods for Mitigating Barren Plateaus for Parameterized Quantum Circuits

Reference 21

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Observation 255008f1-ed07-4eac-9d9a-e990f7d1118e · outbound

This paper cites An initialization strategy for addressing barren plateaus in variational quantum algorithms.Quantum, 3: 214, 2019.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits An initialization strategy for addressing barren plateaus in variational quantum algorithms.Quantum, 3: 214, 2019

Reference 22

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Observation 2ebcacfc-289d-4cdd-a909-f7dd46b7704b · outbound

This paper cites Estimation of Quantum Fisher Information via Stein's Identity in Variational Quantum Algorithms.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Estimation of Quantum Fisher Information via Stein's Identity in Variational Quantum Algorithms

Reference 23

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Observation 9353ac88-f0b2-4915-b787-b6d1e80ac36b · outbound

This paper cites Quantum natural gradient with geodesic correc- tions for small shallow quantum circuits.Physica Scripta, 100 (5):055121, 2025.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Quantum natural gradient with geodesic correc- tions for small shallow quantum circuits.Physica Scripta, 100 (5):055121, 2025

Reference 24

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Observation 0e7b8294-7a42-4971-9ec0-4202a53ce9cf · outbound

This paper cites Meta-learning in neural networks: A survey.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Meta-learning in neural networks: A survey

Reference 25

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Observation 56e4d08c-bbd2-4472-b05f-bf2c4668edab · outbound

This paper cites Combined Airborne Wind and Photovoltaic Energy System for Martian Habitats.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Combined Airborne Wind and Photovoltaic Energy System for Martian Habitats

Reference 26

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Observation 5101862c-c844-4970-9dea-e6080703edba · outbound

This paper cites QFAL: Quantum Federated Adversarial Learning.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits QFAL: Quantum Federated Adversarial Learning

Reference 27

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Observation 9db9581c-583a-4d54-9b06-c3ed30a08693 · outbound

This paper cites Quantum circuit learning.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Quantum circuit learning

Reference 30

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Observation bdc1322d-73b6-4e92-a06f-a158f1add08c · outbound

This paper cites Circuit-centric quantum classifiers.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Circuit-centric quantum classifiers

Reference 31

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Observation 4cc1d6e9-5513-4d45-97c5-afa37d50928e · outbound

This paper cites Quantum natural gradient for variational quantum eigensolver.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Quantum natural gradient for variational quantum eigensolver

Reference 32

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Observation 497ccbab-ee37-49a4-a9df-9a83bbf06d2f · outbound

This paper cites Noise-induced barren plateaus in variational quantum algorithms.Nature Communica- tions, 12(1):6961, 2021.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Noise-induced barren plateaus in variational quantum algorithms.Nature Communica- tions, 12(1):6961, 2021

Reference 33

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Observation 5c7ea7ef-9399-49a6-924b-9384aedef7bd · outbound

This paper cites Towards understanding the geometry of quantum neural networks.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Towards understanding the geometry of quantum neural networks

Reference 34

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Observation e7bdbaaa-c39f-498c-967f-ec66f8948445 · outbound

This paper cites 4D Seismic History Matching Incorporating Unsupervised Learning.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits 4D Seismic History Matching Incorporating Unsupervised Learning

Reference 35

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local_arxiv, observed 2026-08-06T22:21:13.989988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T22:21:12.005888Z digest=sha256:9d4d2fd505c0e81e6657930ec05e5fccbf1d52ac583c99584dd02057123738af

Observation 62a177bc-3f2d-4a35-85ca-ea78e7bc6a4f · outbound

This paper cites Forecast of observing time delay of the strongly lensed quasars with Muztagh-Ata 1.93m telescope.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Forecast of observing time delay of the strongly lensed quasars with Muztagh-Ata 1.93m telescope

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T22:21:12.107516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:21:12.107516Z digest=sha256:9e8dc14d584406bf2ffc05e3220c9f6c9e813f1333a93aee8643c0833a4a711d

Observation 4e832b23-da46-4907-b20f-8cf1834b1597 · outbound

This paper cites Understanding this metric is crucial for analyzing the trainability, convergence, and generalization of variational quantum algorithms (VQAs).

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Understanding this metric is crucial for analyzing the trainability, convergence, and generalization of variational quantum algorithms (VQAs)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:21:16.607361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a21c5a0a-71c0-4803-8704-d3b3e1fcbca9 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 38

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a502242d-ff84-48db-a770-1fc8ba8dfd47 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:21:16.193275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f475ca35-c0a3-4b09-ae8a-6953200bb23b · outbound

This paper cites Standard gradient descent updates parameters as: 𝜽𝑘+1= 𝜽𝑘−𝜂∇𝑓(𝜽𝑘).

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Standard gradient descent updates parameters as: 𝜽𝑘+1= 𝜽𝑘−𝜂∇𝑓(𝜽𝑘)

Reference 40

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 7b347647-2407-4b67-ac68-9748030f2e78 · outbound

This paper cites The FS metric for this parameterized circuit is then 𝐺𝜆(𝑥) :=𝐺(𝜽task+𝜆𝜽meta(𝑥), 𝑥).

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits The FS metric for this parameterized circuit is then 𝐺𝜆(𝑥) :=𝐺(𝜽task+𝜆𝜽meta(𝑥), 𝑥)

Reference 41

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 6d505f1b-8115-4a9c-afd9-2817a0bff862 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 42

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 6350f800-b899-4107-afe9-589337e0b8a2 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:21:15.594382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 50d28b1b-d880-45d4-9cb4-7ddf3b47c211 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 44

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a43dcf95-3242-4306-befc-5101f653d6aa · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 45

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation c96a265a-0c9b-4d01-95a2-455e37ba2da1 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:21:15.031455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 908f731c-c50e-42dd-ae91-105df027f52c · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:21:14.856604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 33d2f7dc-9ce7-4066-bc6f-806ef25673a0 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:21:14.683719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-06T22:21:13.211621Z digest=sha256:28c4683fbc3bb550ce912fbd7bdec5fc884cd2c88d8bebc425606051fc544ff7

Observation 29346c7b-2737-4557-bf81-89b647155366 · outbound

This paper cites Conditioning it, especially minimizing its log condition number, yields faster convergence, more uniform parameter sensitivity, and improved generalization.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Conditioning it, especially minimizing its log condition number, yields faster convergence, more uniform parameter sensitivity, and improved generalization

Reference 49

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e1d543ed-a4b0-4bed-bf0f-ac992b7575d4 · outbound

This paper cites The plateauing of log𝜅towardtheendindicatesconvergenceofthemeta-learning process.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits The plateauing of log𝜅towardtheendindicatesconvergenceofthemeta-learning process

Reference 81

Resolution
malformed identifier
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 408f26df-6e45-401d-8d34-89bbfdc6a763 · outbound

This paper cites an unresolved cited work.

Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits Unresolved cited work

Reference 2025

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:21:10.589545Z digest=sha256:2d028ad849e022f05150a0b533d72450ffe61de1d6ec848d120fee8ec594e1ea

Pith citing papers

Observation dc7420cd-59c9-41df-9163-28dda9666237 · inbound

From Qubits to Couplings: A Hybrid Quantum Machine Learning Framework for LHC Physics cites this paper.

From Qubits to Couplings: A Hybrid Quantum Machine Learning Framework for LHC Physics Sculpting Quantum Landscapes: Fubini-Study Metric Conditioning for Geometry Aware Learning in Parameterized Quantum Circuits

Reference 41

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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