Paper Citation Record · LEDGER

LAMBench: A Benchmark for Large Atomistic Models

As of 22 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 5 inbound Pith citation observations for arXiv:2504.19578.

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

pith.paper-citation-record.v1
2504.19578 v2

Coverage vector

measured 100 of 103 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:53:29.581182Z

measured 105 of 105 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T08:46:41.886218Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-17T01:23:49.425751Z

Reference resolution

100 of 103 outbound references displayed

verified exact5
verified fuzzy19
unresolved76
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e66ff9b-9e6b-4f50-95d1-23fc9e58d7f3 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

LAMBench: A Benchmark for Large Atomistic Models A Comprehensive Overview of Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:27.734068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 016e0b0b-f602-4c2f-a807-21505e430e58 · outbound

This paper cites Schr¨ odinger, Quantisierung als eigenwertproblem, Annalen der physik 386, 109 (1926).

LAMBench: A Benchmark for Large Atomistic Models Schr¨ odinger, Quantisierung als eigenwertproblem, Annalen der physik 386, 109 (1926)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:27.967170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70212f7c-3b29-4318-adbd-40388c745d70 · outbound

This paper cites Born and W.

LAMBench: A Benchmark for Large Atomistic Models Born and W

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:27.972626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d99d2475-6df5-4e01-82bd-b359970827cf · outbound

This paper cites Zhang, X.

LAMBench: A Benchmark for Large Atomistic Models Zhang, X

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:27.977185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25810b7d-7293-4904-a3ce-8f81eb299d45 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.085965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0c26268-d5b8-4bb7-b69c-78225aa3a7e8 · outbound

This paper cites Hohenberg and W.

LAMBench: A Benchmark for Large Atomistic Models Hohenberg and W

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.112318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a7ccbce-6733-42c0-8202-b8886e69374b · outbound

This paper cites Kohn and L.

LAMBench: A Benchmark for Large Atomistic Models Kohn and L

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.117286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95f35177-509b-4d92-b206-1fc86a33450e · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.121422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daf9361b-f391-48eb-9823-a92f2a171870 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.125589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0dbaaca-9dc0-44b1-885e-f0264efe2579 · outbound

This paper cites Mardirossian and M.

LAMBench: A Benchmark for Large Atomistic Models Mardirossian and M

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.129680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3130b0d-aeb9-4cfd-822f-16836967ed09 · outbound

This paper cites A foundation model for atomistic materials chemistry.

LAMBench: A Benchmark for Large Atomistic Models A foundation model for atomistic materials chemistry

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.134114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d96193e-a958-4251-af51-e7254c9dbed7 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.155632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42511310-1a3e-4a38-a502-441d1e44a715 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.195780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c4e6ea0-54da-4104-9334-04bcee95e7be · outbound

This paper cites Zubatyuk, J.

LAMBench: A Benchmark for Large Atomistic Models Zubatyuk, J

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.226796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c735ab08-e56d-4fcf-9b35-acfdcbc3a9b2 · outbound

This paper cites Nutmeg and SPICE: Models and Data for Biomolecular Machine Learning.

LAMBench: A Benchmark for Large Atomistic Models Nutmeg and SPICE: Models and Data for Biomolecular Machine Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.278042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61f5e100-9ca8-40fb-8c29-d6513c874764 · outbound

This paper cites From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction.

LAMBench: A Benchmark for Large Atomistic Models From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.299754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1bc925a-8219-4202-a363-c6480a727098 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.305404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043a04b0-31f3-4a50-bea1-3b7ab04520cf · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

LAMBench: A Benchmark for Large Atomistic Models MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.310470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfaab87a-d841-48ff-9f47-aee26b88bdbd · outbound

This paper cites Let's Verify Step by Step.

LAMBench: A Benchmark for Large Atomistic Models Let's Verify Step by Step

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.314890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e3490e4-06b6-4a9b-b97d-3be94502c1ce · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.319223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c3acaa-5d49-4c00-999a-fca0e3d74414 · outbound

This paper cites Kryshtafovych, T.

LAMBench: A Benchmark for Large Atomistic Models Kryshtafovych, T

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.323524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f0569a7-f7f4-47c7-bf25-da57451356ff · outbound

This paper cites Jumper, R.

LAMBench: A Benchmark for Large Atomistic Models Jumper, R

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.328176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30d71226-8093-475e-9f10-8ea800fd1d88 · outbound

This paper cites Ramakrishnan, P.

LAMBench: A Benchmark for Large Atomistic Models Ramakrishnan, P

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.332774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9500535c-2536-4e55-896e-5d8dfc168596 · outbound

This paper cites Chmiela, A.

LAMBench: A Benchmark for Large Atomistic Models Chmiela, A

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.337095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91705586-2734-4523-98bf-f9b9f27a4eca · outbound

This paper cites Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions.

LAMBench: A Benchmark for Large Atomistic Models Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.341405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2a992d1-73c6-49ce-80ec-862bd0fcc4ef · outbound

This paper cites Chanussot*, A.

LAMBench: A Benchmark for Large Atomistic Models Chanussot*, A

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.345689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16606389-dc51-4bb8-94d9-69cef470f1b5 · outbound

This paper cites Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction.

LAMBench: A Benchmark for Large Atomistic Models Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.350901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2952c8c4-2465-483a-8df6-f8b4d8935c14 · outbound

This paper cites Orb: A Fast, Scalable Neural Network Potential.

LAMBench: A Benchmark for Large Atomistic Models Orb: A Fast, Scalable Neural Network Potential

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.355598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fc2965a-752f-416e-a2a2-54984c7cfd28 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.360452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d14f2df1-0b30-43fd-8f99-3a122a124c00 · outbound

This paper cites Chiang, T.

LAMBench: A Benchmark for Large Atomistic Models Chiang, T

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.364504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4c642d3-e415-46ae-85f9-c7e36f145087 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.368529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75324c2e-65e9-4c74-b434-efbfe823256a · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 32

Resolution: verified exact; doi, observed 2026-08-16T05:53:30.259363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 336954d3-8c8c-4b61-b7c4-77d7c89e7347 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.376642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edafe2fd-e9a8-4815-a9c6-8ec7d72affca · outbound

This paper cites Probing out-of-distribution generalization in machine learning for materials.

LAMBench: A Benchmark for Large Atomistic Models Probing out-of-distribution generalization in machine learning for materials

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.380941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5745a7a7-fff0-44db-b60f-dce2dc7f3497 · outbound

This paper cites Mazitov, M.

LAMBench: A Benchmark for Large Atomistic Models Mazitov, M

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.417184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 866f2b8b-29ca-4090-8342-53932932f0e8 · outbound

This paper cites Lopanitsyna, G.

LAMBench: A Benchmark for Large Atomistic Models Lopanitsyna, G

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.457700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8798155-c276-4792-9a5e-3d242d85429e · outbound

This paper cites Torres, F.

LAMBench: A Benchmark for Large Atomistic Models Torres, F

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.493026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a406aeb-e37a-4bbc-b472-8a4af0796845 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-16T05:53:30.188335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4af1bdba-a408-4766-a0c3-ac7136b76ca9 · outbound

This paper cites Batzner, A.

LAMBench: A Benchmark for Large Atomistic Models Batzner, A

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:33.674210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d9b00b29-b2d5-4d43-a8bc-a2b9e0e2e097 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:33.526386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8d10f290-416b-49d7-a08f-d5a9da048db2 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-16T05:53:30.047464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e2a3e77-addf-4779-bc55-12373cbaf63e · outbound

This paper cites Chmiela, V.

LAMBench: A Benchmark for Large Atomistic Models Chmiela, V

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.670060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 303b02b4-e828-4ff9-849d-ce07ae6162bb · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:33.512712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 713d2ab9-6f31-4b49-98da-c06a87698c71 · outbound

This paper cites Zhang, X.

LAMBench: A Benchmark for Large Atomistic Models Zhang, X

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:33.499145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 96259bd8-c605-4969-8ac3-bb44efdc6634 · outbound

This paper cites Vandermause, Y.

LAMBench: A Benchmark for Large Atomistic Models Vandermause, Y

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:33.484978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2dd4a1b0-611e-40dd-b301-46943038f6dd · outbound

This paper cites Fern´ andez-Villanueva, P.

LAMBench: A Benchmark for Large Atomistic Models Fern´ andez-Villanueva, P

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:33.470485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 159abad7-070a-4dfe-9d9a-b897908743f5 · outbound

This paper cites Grimme, J.

LAMBench: A Benchmark for Large Atomistic Models Grimme, J

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.693459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3d5af9d-aa83-4db0-b7b6-274fc3546012 · outbound

This paper cites Grimme, S.

LAMBench: A Benchmark for Large Atomistic Models Grimme, S

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.697603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9d17044-86ba-4766-b32f-b2cdc5457713 · outbound

This paper cites Universal Machine Learning Interatomic Potentials are Ready for Phonons.

LAMBench: A Benchmark for Large Atomistic Models Universal Machine Learning Interatomic Potentials are Ready for Phonons

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:28.701362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64461b3e-8841-45c0-9691-23ff2e66281f · outbound

This paper cites de Jong, W.

LAMBench: A Benchmark for Large Atomistic Models de Jong, W

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:33.392811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b08f16c8-c4c5-44bd-a982-31c8406f3f12 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:33.313103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b79831b6-8f35-44ac-bad1-d26d3ac78f3c · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 52

Resolution: verified exact; doi, observed 2026-08-16T05:53:29.923136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3b6b4a3b-f8b1-4540-9b93-61df62a7ff29 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:33.299341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8207a6d1-4a4f-448c-9da7-775a84e1239d · outbound

This paper cites Wander, M.

LAMBench: A Benchmark for Large Atomistic Models Wander, M

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:33.285303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 747a6edb-7372-4df3-b2ef-34c3f8281d12 · outbound

This paper cites DeePMD-kit v3: A Multiple-Backend Framework for Machine Learning Potentials.

LAMBench: A Benchmark for Large Atomistic Models DeePMD-kit v3: A Multiple-Backend Framework for Machine Learning Potentials

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.026929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20ece828-e6c0-46ea-a8ca-bbffdcd65d63 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:33.270182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f7dc039b-7b23-4315-bfa0-f1be4f5cca98 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:33.120353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4283d4ae-5de5-4883-bd4b-ac6c24c9826c · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:32.995622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0c69be22-2480-4b2c-a555-fa17cfd8bcaa · outbound

This paper cites Eastman, P.

LAMBench: A Benchmark for Large Atomistic Models Eastman, P

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:32.981755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8ca37625-89b7-42d2-8802-8ec7adfcf2f1 · outbound

This paper cites An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage.

LAMBench: A Benchmark for Large Atomistic Models An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.096892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88c48c1e-2983-45ae-90bb-860ca56ed0b3 · outbound

This paper cites Zhang, A.

LAMBench: A Benchmark for Large Atomistic Models Zhang, A

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.101702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3545849-a7b5-464e-ba3a-f64f5d0ab95e · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.106059Z

Source-reported events for the cited work

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Observation 8352b4ac-065a-44db-bfac-29585408fd2a · outbound

This paper cites MACE-OFF: Transferable Short Range Machine Learning Force Fields for Organic Molecules.

LAMBench: A Benchmark for Large Atomistic Models MACE-OFF: Transferable Short Range Machine Learning Force Fields for Organic Molecules

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.110252Z

Source-reported events for the cited work

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Observation c2e9a598-c8a0-49aa-956a-078757da6da2 · outbound

This paper cites EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations.

LAMBench: A Benchmark for Large Atomistic Models EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.114354Z

Source-reported events for the cited work

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Observation 81cbd156-3620-4903-b15b-f5c8801ceaf9 · outbound

This paper cites Chanussot, A.

LAMBench: A Benchmark for Large Atomistic Models Chanussot, A

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:32.967661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6c5f433f-09ec-4558-8a26-f7eda79667eb · outbound

This paper cites Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs.

LAMBench: A Benchmark for Large Atomistic Models Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.122710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4164e1f-87e1-4238-9391-263ab6ec7807 · outbound

This paper cites MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures.

LAMBench: A Benchmark for Large Atomistic Models MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.127400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4b0e58a-f29e-426d-a10c-73fcc0f927c5 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:32.952877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0f23587f-0a89-45cb-aa95-dab258f47823 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.136278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6655542-b5cf-4ab2-94bb-97baa989b702 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.139998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a7b41a1-11f5-43d5-8f6c-6978cf03a1c7 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:32.777920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d4cd41ef-cda3-4772-a4ac-32c2d036e2ff · outbound

This paper cites Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models.

LAMBench: A Benchmark for Large Atomistic Models Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.148673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2927178-a0b6-458b-a144-2250b4ba8d6a · outbound

This paper cites Orb-v3: atomistic simulation at scale.

LAMBench: A Benchmark for Large Atomistic Models Orb-v3: atomistic simulation at scale

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.152946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54d3a534-c4b1-4d6c-92a3-f9893689ef15 · outbound

This paper cites Bochkarev, Y.

LAMBench: A Benchmark for Large Atomistic Models Bochkarev, Y

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:32.753648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e8a85a57-46c7-43d3-ab80-fbb1b29780b7 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:32.738946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 51c49c47-eade-41c1-b7f0-e8b8c5a59119 · outbound

This paper cites Dflow, a Python framework for constructing cloud-native AI-for-Science workflows.

LAMBench: A Benchmark for Large Atomistic Models Dflow, a Python framework for constructing cloud-native AI-for-Science workflows

Reference 76

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:53:30.334597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ae18337f-61d1-4509-b65c-50ea1f5f7290 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:32.725265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1b0158c6-5777-42ba-a5fa-8071d905945d · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-16T05:53:29.262688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c82951c7-b5c3-48c0-8d17-9917de4f6d9d · outbound

This paper cites Sriram, S.

LAMBench: A Benchmark for Large Atomistic Models Sriram, S

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:32.709556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0abfaf73-d83a-4dee-a00a-de4844f9e2e2 · outbound

This paper cites Eastman, B.

LAMBench: A Benchmark for Large Atomistic Models Eastman, B

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:32.577587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c262c9ef-8d93-4ed9-b578-746cfa610d13 · outbound

This paper cites Schreiner, A.

LAMBench: A Benchmark for Large Atomistic Models Schreiner, A

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:32.546772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b55e4f00-a100-421c-a42e-5ff72beab8a1 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:32.395643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 654a04c1-e139-434a-a7e9-b8e4278cda7a · outbound

This paper cites Dai and W.

LAMBench: A Benchmark for Large Atomistic Models Dai and W

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:32.370524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0d63c9c9-69af-400b-be85-070c534be656 · outbound

This paper cites Zhang and J.

LAMBench: A Benchmark for Large Atomistic Models Zhang and J

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:32.314319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 50642f80-4db4-4a0d-beb1-80565d42c63f · outbound

This paper cites Gong, Cluster dpa v1 0, https://aissquare.com/datasets/detail?pageType= datasets&name=Cluster_DPA_v1_0&id=131 (2023), accessed: 2025-04-07.

LAMBench: A Benchmark for Large Atomistic Models Gong, Cluster dpa v1 0, https://aissquare.com/datasets/detail?pageType= datasets&name=Cluster_DPA_v1_0&id=131 (2023), accessed: 2025-04-07

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:32.256137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 571301ad-a6c4-4d54-85d3-389970962b5f · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:32.213328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1b0576e9-7e23-45dd-88d7-d453eeb8c008 · outbound

This paper cites Shi and Y.

LAMBench: A Benchmark for Large Atomistic Models Shi and Y

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:32.076001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 81d049e9-8ec9-44a4-aa03-25e09daf53e5 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:32.036790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 70f7be7a-1215-4a6e-baf3-856a54c19f0a · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:31.866239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 758d1921-3e48-4c90-8834-b2a911b7616a · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:31.850858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4d54bde5-e584-44d1-b9b2-60b5f8a650ff · outbound

This paper cites Huang, L.

LAMBench: A Benchmark for Large Atomistic Models Huang, L

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:31.836156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7a1bdc7f-b599-4fa8-b182-6b933819d7aa · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:31.821316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3824b20c-98b2-4fde-b993-e11c5d028798 · outbound

This paper cites Zhang, H.

LAMBench: A Benchmark for Large Atomistic Models Zhang, H

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:31.620843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 65ab4531-1f06-42b6-b530-6f2337a2899d · outbound

This paper cites Jiang, Y.

LAMBench: A Benchmark for Large Atomistic Models Jiang, Y

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:53:31.478281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2e26945b-e0df-4891-92d8-e5b02e6e83fb · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:31.463433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3be48f9e-289a-4d9c-af95-9b4d4676be1b · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 96

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:31.449759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8d7ecf7c-78e8-4ac1-a12b-d70758e65169 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 97

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:31.313518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d695f2cb-4b57-476e-95f7-1edb58e1a63c · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:31.045727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 44aba569-7f39-49cf-a730-95b9a82c74f0 · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 99

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:31.030189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2ea0e063-7181-4325-9a42-b71fd1562f7e · outbound

This paper cites an unresolved cited work.

LAMBench: A Benchmark for Large Atomistic Models Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:53:31.015414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation df03dfc6-e14b-40b5-8094-288b899d37f6 · inbound

Comparing the latent features of universal machine-learning interatomic potentials cites this paper.

Comparing the latent features of universal machine-learning interatomic potentials LAMBench: A Benchmark for Large Atomistic Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-17T01:23:49.428148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ceb3f9e2-bad1-498e-a8ba-4c338a7ba76f · inbound

AI-Driven Expansion and Application of the Alexandria Database cites this paper.

AI-Driven Expansion and Application of the Alexandria Database LAMBench: A Benchmark for Large Atomistic Models

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:18:39.744690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 102e0055-33b3-4914-b0c1-5d843dc039cc · inbound

Pushing the limits of unconstrained machine-learned interatomic potentials cites this paper.

Pushing the limits of unconstrained machine-learned interatomic potentials LAMBench: A Benchmark for Large Atomistic Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T08:46:41.886218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cdd2a5e-3726-46ce-974a-9f34280ae9f5 · inbound

How Far Can You Grow? Characterizing the Extrapolation Frontier of Graph Generative Models for Materials Science cites this paper.

How Far Can You Grow? Characterizing the Extrapolation Frontier of Graph Generative Models for Materials Science LAMBench: A Benchmark for Large Atomistic Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-03T03:08:26.138423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a00091-ffc5-4f5c-a656-78adfaa3dad5 · inbound

VASP Plugins: Linking the Vienna ab-initio Simulation Package with Python cites this paper.

VASP Plugins: Linking the Vienna ab-initio Simulation Package with Python LAMBench: A Benchmark for Large Atomistic Models

Reference 280

Resolution: unresolved; no resolver link, observed 2026-07-11T16:17:26.963678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.