Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T20:20:22.056820Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2605.00640.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T20:20:22.056820Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c9d1ac5e-25a1-4267-9765-4db994db816d · outbound
Knowing when to trust machine-learned interatomic potentials & Parrinello, M
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0b5fc779-572f-4338-946e-faf67dc2f92a · outbound
Knowing when to trust machine-learned interatomic potentials J.et al.Roadmap on machine learning in electronic structure.Electronic Structure4, 023004 (2022)
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c5ec818-4c5e-4531-bea0-9827a37ab0c5 · outbound
Knowing when to trust machine-learned interatomic potentials T., Sauceda, H
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 23198164-3841-4bbf-9a80-4356c42cc758 · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 63cd0168-8b9d-4d17-8fe7-a1730b7818a8 · outbound
Knowing when to trust machine-learned interatomic potentials P., Simm, G., Ortner, C
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 94304dcd-6ce9-4dae-a8f8-186fa4e27569 · outbound
Knowing when to trust machine-learned interatomic potentials M., Zubatyuk, R
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cc07a8f0-d17c-49cb-876d-14b3ef3739c9 · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1d4e4ed7-0145-41e9-840f-8f7c780ee535 · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6af834c8-7209-4767-aeb8-e988a52250d3 · outbound
Knowing when to trust machine-learned interatomic potentials Uma: A family of universal models for atoms
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2aeb36ff-bf2d-43fc-b25e-046c40ad3a24 · outbound
Knowing when to trust machine-learned interatomic potentials & Kohn, W
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 98957f69-6dcb-4966-906a-bd0031585531 · outbound
Knowing when to trust machine-learned interatomic potentials & Sham, L
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1bbe1db0-b974-4876-ab48-f0b74f510138 · outbound
Knowing when to trust machine-learned interatomic potentials & Tiwary, P
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7f36bd54-82c0-42a7-be1e-f8bab7780f87 · outbound
Knowing when to trust machine-learned interatomic potentials EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 80f5d517-ea10-429e-b7ab-42d6de29f0b3 · outbound
Knowing when to trust machine-learned interatomic potentials P.et al.Mace-off: Short-range transferable machine learning force fields for organic molecules.Journal of the American Chemical Society147, 17598–17611 (2025)
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2b9a037f-e630-4f69-9a92-2ffe3a114800 · outbound
Knowing when to trust machine-learned interatomic potentials A recipe for scalable attention- based mlips: unlocking long-range accuracy with all-to-all node attention
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b53b0534-f9de-4ddb-8090-5576a9e9f7fa · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a90f5811-81cb-45cf-be79-8cafd0d24670 · outbound
Knowing when to trust machine-learned interatomic potentials & Waegeman, W
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f3198fe0-a6b0-455c-bb03-cb31473fcab4 · outbound
Knowing when to trust machine-learned interatomic potentials & Marsalek, O
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2492d2fa-bcf3-49ed-b839-6b0b930233ce · outbound
Knowing when to trust machine-learned interatomic potentials S., Nebgen, B., Lubbers, N., Isayev, O
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9ffd5ba0-8282-4f47-9faa-d8ded196000c · outbound
Knowing when to trust machine-learned interatomic potentials R., Urata, S., Goldman, S., Dietschreit, J
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6d619f86-cc02-4408-a577-7327597f2a22 · outbound
Knowing when to trust machine-learned interatomic potentials P., Maliyov, I
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5946864b-df4a-4bd8-99c8-f793761e9faa · outbound
Knowing when to trust machine-learned interatomic potentials & Rossi, K
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3db66330-c548-4fa0-b443-90da9e0f3655 · outbound
Knowing when to trust machine-learned interatomic potentials J., Vermeire, F
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 92874c69-c00d-4dc1-b8c1-494e957d1758 · outbound
Knowing when to trust machine-learned interatomic potentials & Blundell, C
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7ed019c3-b1de-4c95-8783-65b252c89f94 · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca16d277-79bd-454d-b430-05d5fda89539 · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 74f83443-7058-45f2-bd3a-7a57ad049e5e · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d40eea3-5063-4195-967a-8684d457f112 · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 368d2215-6407-4547-8ee4-82033e2f06f3 · outbound
Knowing when to trust machine-learned interatomic potentials P., Ortner, C
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ec882c35-acdd-4f28-b526-cad8a5abcfd2 · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4803eda1-abc7-452d-a7f7-22cdf31ce818 · outbound
Knowing when to trust machine-learned interatomic potentials On the Uncertainty Estimates of Equivariant-Neural-Network-Ensembles Interatomic Potentials
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 979c308a-491d-4f19-b980-50e4b038319a · outbound
Knowing when to trust machine-learned interatomic potentials A., Firoz, J
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 30e4483f-afe8-43d6-be89-9d0fa0870cd3 · outbound
Knowing when to trust machine-learned interatomic potentials & Ghahramani, Z
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 61b48223-f609-418b-9dc2-999dbecda288 · outbound
Knowing when to trust machine-learned interatomic potentials & Tadmor, E
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d19cd870-e09c-4d71-ad7d-5d827ae8c795 · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation abb3c4a8-b72d-4e95-b3af-652899fc8452 · outbound
Knowing when to trust machine-learned interatomic potentials Improved uncertainty quantification for Gaussian process regression based interatomic potentials
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7f0cf8f5-fd17-411a-b043-9e5fd2988639 · outbound
Knowing when to trust machine-learned interatomic potentials S., Owen, C
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f6b16ab5-17fc-45b6-89d9-c7ecd1a3bf33 · outbound
Knowing when to trust machine-learned interatomic potentials Bayesian Neural Networks versus deep ensembles for uncertainty quantification in machine learning interatomic potentials
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 00b9038f-195a-436f-b1be-da93b8bcc1b5 · outbound
Knowing when to trust machine-learned interatomic potentials BLIPs: Bayesian Learned Interatomic Potentials
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bd2fcf23-54eb-44b2-bfa1-2aa89199c65c · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b9483a0f-b076-4d6e-bfaa-e4ec6e499730 · outbound
Knowing when to trust machine-learned interatomic potentials A., Samanta, A., Zhou, F
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 54632a9a-616f-4b98-a7a2-d85e7cffaee8 · outbound
Knowing when to trust machine-learned interatomic potentials H., Ortner, C., and Wang, Y
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4db757d0-8195-458f-bd16-9ecc694c28c3 · outbound
Knowing when to trust machine-learned interatomic potentials L., Marsalek, O
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 05cd2961-8a5a-4af2-9c07-e159e9bf908c · outbound
Knowing when to trust machine-learned interatomic potentials P., Duan, C., Yang, T., Nandy, A
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e876a4e-3412-4b3a-a4d8-29ae97e58fd6 · outbound
Knowing when to trust machine-learned interatomic potentials & Kitchin, J
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ccce68b-9c3f-4ea1-9bf9-67e09f6d3fc5 · outbound
Knowing when to trust machine-learned interatomic potentials & Grasselli, F
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 624b7be1-a310-4ebc-8c79-6901ce62f5ad · outbound
Knowing when to trust machine-learned interatomic potentials & Ceriotti, M
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd5cdec6-0187-4e7c-8784-ddfdbc716b29 · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8730aabf-8ad2-487d-ba9e-0c35310d477c · outbound
Knowing when to trust machine-learned interatomic potentials & El-Yaniv, R
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bde8fb02-6042-451c-82ec-939568809afc · outbound
Knowing when to trust machine-learned interatomic potentials & El-Yaniv, R
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c3c0b6e2-30fe-4b60-89a2-cfc289494c1a · outbound
Knowing when to trust machine-learned interatomic potentials Learning Confidence for Out-of-Distribution Detection in Neural Networks
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cb69b8dd-7fa7-41cf-bf10-a50521e4e889 · outbound
Knowing when to trust machine-learned interatomic potentials A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 64472184-683f-47c4-bcea-67fdce1f0af6 · outbound
Knowing when to trust machine-learned interatomic potentials & Shin, J
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d42892d6-23a7-4e6c-b780-20491359fcbc · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 55f4531c-2357-4ecd-84a8-c9c6c56bd012 · outbound
Knowing when to trust machine-learned interatomic potentials & Liu, Z
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5e558b08-8256-4bb2-8eee-403f997a4270 · outbound
Knowing when to trust machine-learned interatomic potentials N., Listgarten, J
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7315be92-e271-4a03-9950-27c712c2af17 · outbound
Knowing when to trust machine-learned interatomic potentials Understanding intermediate layers using linear classifier probes
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7699fae8-b21b-4f90-a23f-07a3bc37cf14 · outbound
Knowing when to trust machine-learned interatomic potentials UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c434954d-9ac6-473a-aa20-f446a09a566c · outbound
Knowing when to trust machine-learned interatomic potentials & Paliwal, S
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 83cc649c-c130-4511-b3b8-7e65676f9271 · outbound
Knowing when to trust machine-learned interatomic potentials Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8f360a3d-23b6-4c64-b67c-1930094ef295 · outbound
Knowing when to trust machine-learned interatomic potentials Errors that matter: Uncertainty-aware universal machine-learning potentials calibrated on experiments
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.