Pith. sign in

Paper Citation Record · LEDGER

Parameterized quantum circuits as universal generative models for continuous multivariate distributions

As of 12 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 2 inbound Pith citation observations for arXiv:2402.09848.

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

pith.paper-citation-record.v1
2402.09848 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-24T03:44:04.229467Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:52:40.954867Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T02:11:59.470042Z

Reference resolution

26 of 26 outbound references displayed

  • verified exact2
  • verified fuzzy21
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9e37063d-605f-4d53-9abd-8bace9206e77 · outbound

This paper cites merlin.mbs apsrev4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions merlin.mbs apsrev4-1.bst 2010-07-25 4.21a (PWD, AO, DPC) hacked

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.341639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:d287c4cef430cf2a5410b54dd2280fa4b1b0373749a5f9b474fab43292061ae1

Observation 252eef02-00d0-4b0a-8fa1-611bd47a26ca · outbound

This paper cites The learnability of quantum states.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions The learnability of quantum states

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.345084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:f07cdc7930bcc5e4d8eb11f316c5a47e22245eefd85cdc7df8098eacd56db873

Observation 9da9b7f1-ca13-43fd-a834-7be824edd2c5 · outbound

This paper cites Amin, Evgeny Andriyash, Jason Rolfe, Bohdan Kulchytskyy, and Roger Melko.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Amin, Evgeny Andriyash, Jason Rolfe, Bohdan Kulchytskyy, and Roger Melko

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.348579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:9c588f71f4977b1469359ec0f50d2711432752f23f58a8880937fcf6df68922e

Observation 0c056419-478d-4326-ac2b-6ad1bba56b16 · outbound

This paper cites Gradient Flows.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Gradient Flows

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.354559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:084f95dd87365ea6970ea6f99b3eeb64811e6040af17761a0d5a0a26ec2cbfb2

Observation 94d411a1-6a63-4be2-949e-803debb4b20c · outbound

This paper cites Dense quantum coding and quantum finite automata.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Dense quantum coding and quantum finite automata

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.351767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:ef50f126c5a767de4dba27a1a56bd4edd9e1920711c2637c7662318669268171

Observation d7cabcd2-0b36-4ba9-a256-a6a672ddd8d8 · outbound

This paper cites an unresolved cited work.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-24T03:45:59.357370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:cef719e76b31e0994fd22069608c7e57c2a1929897c956269c914778bbc55e75

Observation f74cd52d-93f9-4961-8451-08fffc517718 · outbound

This paper cites Kottmann, Tim Menke, Wai-Keong Mok, Sukin Sim, Leong-Chuan Kwek, and Alán Aspuru-Guzik.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Kottmann, Tim Menke, Wai-Keong Mok, Sukin Sim, Leong-Chuan Kwek, and Alán Aspuru-Guzik

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.317313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:0ca13ae1cc9287f85eb5f3edaca5d5baa3a11f03b9904fc1fb2eebe853cc02e3

Observation a0a0a382-d4b5-4d00-a54c-8cbf394ab46a · outbound

This paper cites an unresolved cited work.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-24T03:45:59.309032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:1c9942fd12d9164656a6ff7a2ec44b941bf8c68188e0c1271a508a3cf9215ba4

Observation 6452cbd9-19df-4728-9fef-d48e52298bfd · outbound

This paper cites Cerezo, Andrew Arrasmith, Ryan Babbush, Simon C.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Cerezo, Andrew Arrasmith, Ryan Babbush, Simon C

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.334890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:8ee84fa350ee639a62397b77540c94ff9f8bc356a5d5a5c6a89269042d7be1cf

Observation f37cf1ee-9d17-4d49-a97e-56db4b508939 · outbound

This paper cites in preparation.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions in preparation

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.297642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:c4ed205b1f70375795bff36209cf0a51aa3612faa1241c76f86e4272e051d854

Observation 006671eb-ddcc-421d-bac8-561ff30957d3 · outbound

This paper cites The Born supremacy: quantum advantage and training of an Ising Born machine.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions The Born supremacy: quantum advantage and training of an Ising Born machine

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.300503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:95fe222b45715c2c2988b5c5eeac32d0a9e981f7c22052918f9779d791f4b745

Observation 21b35ec9-9626-4276-ab36-f344feb4e7e1 · outbound

This paper cites Quantum generative adversarial networks.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Quantum generative adversarial networks

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.303050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:4dc3c31684e359dc17610f11cac4d056da9efd0a4b16230d0f58b1902c0ca0b5

Observation 1f372ab9-9600-4c81-ba98-2148f69c071f · outbound

This paper cites Neural Autoregressive Flows.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Neural Autoregressive Flows

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.305255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:453eb668deaecca3c382e47b8f2fe2d7d9c5468896eb6ee2039a9183c972e6d4

Observation 6193ca49-52c4-48d7-af80-e21ff4aedf47 · outbound

This paper cites Shadows of quantum machine learning.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Shadows of quantum machine learning

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-24T03:45:58.559156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:e2d690ebfe243a0405113e62817905d35d57ec8054fea94fa8e2d55d932ce60a

Observation 10c7162f-8dd3-4b7e-8603-98f153aa73d6 · outbound

This paper cites Sum-of-Squares Polynomial Flow.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Sum-of-Squares Polynomial Flow

Reference 15

Resolution
metadata mismatch
local_arxiv, observed 2026-05-24T03:45:58.554556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:2eab7ed4cc247c09f8104b2cb7adc1cb6e4e1d488c5c7bb48c48af387bf6e2e3

Observation e03f66c2-5c7b-450f-8682-0c5baf15eb2d · outbound

This paper cites Kobyzev, S.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Kobyzev, S

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.338358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:22ba8cae2745d534a04fbc9182c5fcd57975a8e2dcc6dffdfb5f58afdb2191ca

Observation e3e64e10-0240-4da0-9d39-7dd49ecf2dac · outbound

This paper cites Laczkovich.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Laczkovich

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.323090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:c9104d2a69f1fc6cd43b01bfa843d877a933e7955da54afb967c637897cc177b

Observation 29af142f-6174-45ff-ba41-7ab8ff9b53e4 · outbound

This paper cites Lebesgue.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Lebesgue

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.311260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:951bc690b635394c01fc174e0e3a96eae897ca03e54b025e562116b14959c7a9

Observation f0011289-98e2-42dd-8dd1-6fb953c81bb3 · outbound

This paper cites Differentiable learning of quantum circuit Born machines.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Differentiable learning of quantum circuit Born machines

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.332192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:ee005c2c21bdada7bdced079c47db475fbff765c60d3e15ca4a3d8de04efe486

Observation d3a9fc63-3fdd-434d-979c-f20e93674e4e · outbound

This paper cites A Variational Algorithm for Quantum Neural Networks.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions A Variational Algorithm for Quantum Neural Networks

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.314016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:cb0dd757c6a80e272e7acebe263b5ecaa12053e2b0f9289371f4e66b48bed0ff

Observation 3f980e00-da21-4500-9a71-67b9489b755d · outbound

This paper cites Quantum-state preparation with universal gate decompositions.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Quantum-state preparation with universal gate decompositions

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.329431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:400edda6dde9332496000b92f8f15efc984441d4b339dfa687e203d6d5351a0c

Observation a713cfad-45d0-4731-a8d2-5f21b6a25173 · outbound

This paper cites One qubit as a Universal Approximant.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions One qubit as a Universal Approximant

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-24T03:45:58.564064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:e31cc66f113f602bb1132dec350dc3c15a16502f2813e2e5d468478d2b9fb705

Observation 003ee54e-9c41-4e7a-b144-41a33df18bfd · outbound

This paper cites Variational Quantum Generators : Generative Adversarial Quantum Machine Learning for Continuous Distributions.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Variational Quantum Generators : Generative Adversarial Quantum Machine Learning for Continuous Distributions

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.326375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:3437a5af04fd4c7acd715feeeb19184f9e7823ddf2dddd4c7a895e4b85fcc467

Observation 1bbc6fca-6e90-4cbe-963e-48f456b14b85 · outbound

This paper cites Effect of data encoding on the expressive power of variational quantum-machine-learning models.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Effect of data encoding on the expressive power of variational quantum-machine-learning models

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.294201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:0690b85df790f0f31161808fd831f88d32158d0506c747d3f6cc1ef35334e88c

Observation 10f29570-df81-4cde-854e-e14815714f83 · outbound

This paper cites Optimal Transport , volume 338 of Grundlehren der mathematischen Wissenschaften.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Optimal Transport , volume 338 of Grundlehren der mathematischen Wissenschaften

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.290267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:dcc341ffa9a38960e9e3e689b4b4ba75ef9de1be4c9cbae5570ef5925e95c842

Observation a9677d3b-fea3-4e86-ba84-03ce26ffd213 · outbound

This paper cites Numerical Methods for Stochastic Computations : A Spectral Method Approach.

Parameterized quantum circuits as universal generative models for continuous multivariate distributions Numerical Methods for Stochastic Computations : A Spectral Method Approach

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-24T03:45:59.320339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-24T03:44:04.229467Z digest=sha256:368f45beeda18845dd873e00a962b6d748faa6a9331b2787a7842f4d8301b214

Pith citing papers

Observation 33e5fe8f-f483-4edf-b17f-ec5a25dbc6ad · inbound

Quantum generative modeling for financial time series with temporal correlations cites this paper.

Quantum generative modeling for financial time series with temporal correlations Parameterized quantum circuits as universal generative models for continuous multivariate distributions

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-20T02:04:38.049117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-19T02:07:43.689644Z digest=sha256:99a2dbb77d5c8d36a951dc9856f597e164968f3330bdbbe267eabc64855ca9e7

Observation b887a1d8-4748-4291-b4f7-9254f22fed09 · inbound

Interferometric Quantum Polynomial Chaos Expansion as a Generative Model for Calorimeter Shower Simulation cites this paper.

Interferometric Quantum Polynomial Chaos Expansion as a Generative Model for Calorimeter Shower Simulation Parameterized quantum circuits as universal generative models for continuous multivariate distributions

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-08T13:52:40.954867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:52:40.954867Z digest=sha256:7a151cfdc5f6c39548b18ecc3814cbbf770522fb5762e8fe32725367add10561