Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T23:04:30.432564Z
Paper Citation Record · LEDGER
Machine Learning is Good for Physics - and Vice Versa
As of 18 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2608.05812.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
44 of 44 outbound references displayed
- verified exact2
- verified fuzzy2
- unresolved34
- parse uncertain0
- malformed identifier6
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 773ed736-0987-4612-8a87-5d26ce6da1cc · outbound
This paper cites Trotta,The indiscriminate adoption of ai threatens the foundations of academia, Nature Astronomy9(12), 1748–1749 (2025), doi:10.1038/s41550-025-02738-w.
Machine Learning is Good for Physics - and Vice Versa Trotta,The indiscriminate adoption of ai threatens the foundations of academia, Nature Astronomy9(12), 1748–1749 (2025), doi:10.1038/s41550-025-02738-w
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.264400Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1c43f43-f4a9-493c-94de-707120fee703 · outbound
This paper cites an unresolved cited work.
Machine Learning is Good for Physics - and Vice Versa Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.269144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83944ea0-dfec-4366-870f-b6238e90612f · outbound
This paper cites Are We Ready for AI-Driven Discovery? AI Verification Before the Next Fundamental Physics Breakthrough.
Machine Learning is Good for Physics - and Vice Versa Are We Ready for AI-Driven Discovery? AI Verification Before the Next Fundamental Physics Breakthrough
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T23:04:39.720083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 284baa2e-fd93-4a89-9a05-c619a2e45f43 · outbound
This paper cites Manyika (editor),Ai & science: What is the future of discovery?, DaedalusWinter/Spring(2026).
Machine Learning is Good for Physics - and Vice Versa Manyika (editor),Ai & science: What is the future of discovery?, DaedalusWinter/Spring(2026)
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T23:04:39.754645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5a801a32-d390-4fb3-8531-c44035c5d24c · outbound
This paper cites Feyerabend,Against Method, New Left Books, London and New York (1975).
Machine Learning is Good for Physics - and Vice Versa Feyerabend,Against Method, New Left Books, London and New York (1975)
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T23:04:39.743339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d93f9f6c-f739-4185-ab3f-f8622290cc37 · outbound
This paper cites Srednicki,Quantum field theory, Cambridge Univer- sity Press, ISBN 978-0-521-86449-7, 978-0-511-26720-8, doi:10.1017/CBO9780511813917 (2007).
Machine Learning is Good for Physics - and Vice Versa Srednicki,Quantum field theory, Cambridge Univer- sity Press, ISBN 978-0-521-86449-7, 978-0-511-26720-8, doi:10.1017/CBO9780511813917 (2007)
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.285416Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dadb566d-4cfc-4e0c-9053-f8f59be0bc22 · outbound
This paper cites an unresolved cited work.
Machine Learning is Good for Physics - and Vice Versa Unresolved cited work
Reference 7
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T23:04:39.731176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e5f78ebf-e9d7-4e0c-baa6-b300544d522f · outbound
This paper cites The frontier of simulation-based inference.
Machine Learning is Good for Physics - and Vice Versa The frontier of simulation-based inference
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.293995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e0d4a5f-8cc2-45d5-bcf2-3da33ebb01f7 · outbound
This paper cites an unresolved cited work.
Machine Learning is Good for Physics - and Vice Versa Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.298165Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f7a3c3a-1d0c-4f9a-91b3-88425e42840c · outbound
This paper cites Jet-Images -- Deep Learning Edition.
Machine Learning is Good for Physics - and Vice Versa Jet-Images -- Deep Learning Edition
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.302703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db4fbcbe-7ad6-4f39-8606-076865f7d80e · outbound
This paper cites Energy Flow Networks: Deep Sets for Particle Jets.
Machine Learning is Good for Physics - and Vice Versa Energy Flow Networks: Deep Sets for Particle Jets
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.307450Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9269d9b1-6f4b-4327-9eb2-a3d876945456 · outbound
This paper cites ParticleNet: Jet Tagging via Particle Clouds.
Machine Learning is Good for Physics - and Vice Versa ParticleNet: Jet Tagging via Particle Clouds
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.311544Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 720dcf1c-6feb-442e-974d-ac6f23586b6b · outbound
This paper cites The Machine Learning Landscape of Top Taggers.
Machine Learning is Good for Physics - and Vice Versa The Machine Learning Landscape of Top Taggers
Reference 13
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T23:04:30.315872Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 565ebd6d-8b13-4dc3-9201-5e4a1f14c6ae · outbound
This paper cites Event Generators for High-Energy Physics Experiments.
Machine Learning is Good for Physics - and Vice Versa Event Generators for High-Energy Physics Experiments
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.320380Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 312ed058-5461-436e-9968-818164b98ebb · outbound
This paper cites Machine Learning and LHC Event Generation.
Machine Learning is Good for Physics - and Vice Versa Machine Learning and LHC Event Generation
Reference 15
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T23:04:30.324944Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5c89aca-c787-4d09-acc9-e399bb538e9c · outbound
This paper cites Janßen, R.
Machine Learning is Good for Physics - and Vice Versa Janßen, R
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.328931Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5dae81d-9fd3-41a2-b82a-a124e4553372 · outbound
This paper cites MadNIS at NLO.
Machine Learning is Good for Physics - and Vice Versa MadNIS at NLO
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.332289Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97f9dbf1-2969-42f7-861f-d6137400ed84 · outbound
This paper cites Anomaly Detection with Density Estimation.
Machine Learning is Good for Physics - and Vice Versa Anomaly Detection with Density Estimation
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.336354Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c94afa1f-eea7-4cf7-9381-4b4d6cb9374c · outbound
This paper cites Classifying Anomalies THrough Outer Density Estimation (CATHODE).
Machine Learning is Good for Physics - and Vice Versa Classifying Anomalies THrough Outer Density Estimation (CATHODE)
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.339699Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1245678f-4079-4769-b4b1-709c6b92e319 · outbound
This paper cites Look everywhere effects in anomaly detection.
Machine Learning is Good for Physics - and Vice Versa Look everywhere effects in anomaly detection
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.343017Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3749e7e-316b-4505-a728-86c21de72d54 · outbound
This paper cites QCD or What?.
Machine Learning is Good for Physics - and Vice Versa QCD or What?
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.346761Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7771673-47d8-4630-bfc5-9c6a71a93a6d · outbound
This paper cites Farina, Y.
Machine Learning is Good for Physics - and Vice Versa Farina, Y
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.350655Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d96c546-4069-4d19-b95e-d19494ced4ed · outbound
This paper cites an unresolved cited work.
Machine Learning is Good for Physics - and Vice Versa Unresolved cited work
Reference 23
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T23:04:30.354265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdbf3c2f-8512-4427-ad9c-8bdb1177b997 · outbound
This paper cites OmniFold: A Method to Simultaneously Unfold All Observables.
Machine Learning is Good for Physics - and Vice Versa OmniFold: A Method to Simultaneously Unfold All Observables
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.357753Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21c7a069-29b9-468a-97e7-6bb3f096e6fa · outbound
This paper cites Invertible Networks or Partons to Detector and Back Again.
Machine Learning is Good for Physics - and Vice Versa Invertible Networks or Partons to Detector and Back Again
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.361524Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 965be1d9-e98b-4d91-b6b0-7b80233c0040 · outbound
This paper cites Representation Learning: A Review and New Perspectives.
Machine Learning is Good for Physics - and Vice Versa Representation Learning: A Review and New Perspectives
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.365477Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a55d26b-2951-4063-93b7-cbce92694252 · outbound
This paper cites Brehmer, V.
Machine Learning is Good for Physics - and Vice Versa Brehmer, V
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.369370Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83a832b6-133a-4d7b-ad9d-fb390dc92c30 · outbound
This paper cites Favaro, G.
Machine Learning is Good for Physics - and Vice Versa Favaro, G
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.373467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f88da179-2eaf-4417-8771-ed11075806ae · outbound
This paper cites Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges.
Machine Learning is Good for Physics - and Vice Versa Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.377156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 108185cc-94f7-4276-80ab-0dc442c98913 · outbound
This paper cites Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models.
Machine Learning is Good for Physics - and Vice Versa Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.381004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7817b6d2-ffe6-45b1-8f46-8266ad3940c8 · outbound
This paper cites OmniJet-$\alpha$: The first cross-task foundation model for particle physics.
Machine Learning is Good for Physics - and Vice Versa OmniJet-$\alpha$: The first cross-task foundation model for particle physics
Reference 31
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T23:04:30.384835Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f1ff653-425b-4e54-adc9-c91792787efa · outbound
This paper cites Mikuni and B.
Machine Learning is Good for Physics - and Vice Versa Mikuni and B
Reference 32
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56d52707-c6a5-4313-b6d6-eb58c814a339 · outbound
This paper cites On the Opportunities and Risks of Foundation Models.
Machine Learning is Good for Physics - and Vice Versa On the Opportunities and Risks of Foundation Models
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.392369Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c544539-18d9-4f43-bf83-ea1e83160d5e · outbound
This paper cites Diefenbacher, A.
Machine Learning is Good for Physics - and Vice Versa Diefenbacher, A
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.397038Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6774b1ef-ed2d-48f1-bda2-4d28a550cac0 · outbound
This paper cites MadAgents.
Machine Learning is Good for Physics - and Vice Versa MadAgents
Reference 35
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e40c7352-a31e-4146-b90e-6a3a52c36782 · outbound
This paper cites Classification without labels: Learning from mixed samples in high energy physics.
Machine Learning is Good for Physics - and Vice Versa Classification without labels: Learning from mixed samples in high energy physics
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.404900Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4b2e163-127d-4e57-b41b-b9d7e0006757 · outbound
This paper cites GANplifying Event Samples.
Machine Learning is Good for Physics - and Vice Versa GANplifying Event Samples
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.408897Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e26af67-4a46-47fa-b2d7-58c208587ae8 · outbound
This paper cites The Path to N$^3$LO Parton Distributions.
Machine Learning is Good for Physics - and Vice Versa The Path to N$^3$LO Parton Distributions
Reference 38
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-07T23:04:30.412661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f9a795e-3b21-4820-a72d-0fc2bd2874a0 · outbound
This paper cites Latent Space Oddity: on the Curvature of Deep Generative Models.
Machine Learning is Good for Physics - and Vice Versa Latent Space Oddity: on the Curvature of Deep Generative Models
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.416416Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 446775e0-19e9-4968-92ce-0b0110a6abd6 · outbound
This paper cites The Latent Information Geometry of Jet Classification.
Machine Learning is Good for Physics - and Vice Versa The Latent Information Geometry of Jet Classification
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.420150Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a806d2e-536a-4e99-aa9e-b878945f2a6e · outbound
This paper cites From Information Geometry to Jet Substructure: A Triality of Cumulant Tensors, Energy Correlators, and Hypergraphs.
Machine Learning is Good for Physics - and Vice Versa From Information Geometry to Jet Substructure: A Triality of Cumulant Tensors, Energy Correlators, and Hypergraphs
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.423107Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d94820c-b2ec-4b58-85e8-dc020d9829ca · outbound
This paper cites The Principles of Deep Learning Theory.
Machine Learning is Good for Physics - and Vice Versa The Principles of Deep Learning Theory
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.426398Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2278f015-a4b2-4215-9362-b8ed3001b833 · outbound
This paper cites Applications of Statistical Field Theory in Deep Learning.
Machine Learning is Good for Physics - and Vice Versa Applications of Statistical Field Theory in Deep Learning
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T23:04:30.429284Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f49390d-c58b-4a09-9b2b-02eadd60f514 · outbound
This paper cites Luccioni, Y.
Machine Learning is Good for Physics - and Vice Versa Luccioni, Y
Reference 44
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-07T23:04:38.908570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.