Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:13:41.186324Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2509.08418.
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 2026-08-15T16:13:41.186324Z
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, observed 2026-07-11T16:17:26.963678Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
53 of 53 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Observation d934d48b-e224-460e-9e28-b7a5f870d4d9 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials G., Chan, Y .-H., da Jornada, F
Reference 1
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 c0055214-58fb-4308-8fcf-cdcaa4835968 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials R., Pickard, C
Reference 2
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 0cd7275a-9ad3-4b8c-ae42-8791f0dbe066 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Hickel, T
Reference 3
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 d7897ccc-b92c-41c4-a7db-5ff907129b35 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials S., Wei, L., Hu, M
Reference 4
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 7e7d176a-eb6d-4607-b185-fadbc77d921e · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials 12 Facet: highly efficientE(3)-equivariant networks for interatomic potentials
Reference 5
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 871a7eb3-686a-4e82-83ed-02421667c063 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Polymorphism Crystal Structure Prediction with Adaptive Space Group Diversity Control
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d18482c9-98cb-4ccb-be0f-94836601203a · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials L., Caro, M
Reference 7
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 c2e3214a-e66e-4221-830b-db57fe19d417 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Kim, C
Reference 8
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 43fe49db-c802-4a1f-922b-47abc739997d · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Aspuru-Guzik, A
Reference 9
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 327a5932-3573-4b60-9010-932cd2d3a3a6 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Friederich, P
Reference 10
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 479698b6-03af-4514-88e7-e22309d613d4 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Smidt, T
Reference 11
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 0393d4ac-5166-44b5-afb6-0ac56aed8cb1 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Nature Communications13,2453.ISSN: 2041-1723
Reference 12
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 9a453f28-3ccf-439a-a44c-ed2791943fba · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials A foundation model for atomistic materials chemistry
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 358b4380-4dbb-4169-8b4a-182b8efe1a65 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Han, S
Reference 14
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 27793feb-ffbb-47e9-b556-b455deb0b2e9 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Zurek, E
Reference 15
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 141b12f0-c2db-487c-bf12-97c850acd472 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d051bea9-417e-4aa2-8070-3cf137a9d38a · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Unresolved cited work
Reference 17
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 73e544c5-422a-4f13-b97a-0c9f3a2f10d6 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Nature Reviews Chemistry6,653–672 (2022)
Reference 18
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 ba14e25b-1a8f-45e0-800a-6e7c4df79656 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Ong, S
Reference 19
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 e9d9c0b5-449c-4efe-b77a-c6454f604aa5 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials J.,et al.Deep potentials for materials science.Materials Futures1, 022601 (2022)
Reference 20
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 a1a7e04a-d121-4f82-8ee5-7b7d2f3c9002 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Unresolved cited work
Reference 21
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 d9dc52ba-c46b-45be-8ea1-dbeb2121b158 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12525117-8ad1-4ac2-bb42-2843da72de23 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5734ed8f-bf81-4fc0-928a-3f49c07bed99 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Benchmarking Universal Machine Learning Interatomic Potentials for Real-Time Analysis of Inelastic Neutron Scattering Data
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3aaa2966-d760-480f-8762-719df1b462d9 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 641f25df-b46f-4ec7-af0a-6b765cc97d15 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials A Review of DeepSeek Models' Key Innovative Techniques
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d4974bf-50bb-42c7-ab1f-a8dd07e03af7 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials IEEE/CAA Journal of Automatica Sinica12,872–893 (2025)
Reference 27
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 d05a2e8c-d40e-4783-80e8-43dcefe3a29b · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials chemtrain-deploy: A parallel and scalable framework for machine learning potentials in million-atom MD simulations
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecf5bfd4-83e2-48f4-ab04-455c386e1ca3 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 376d8d10-34fd-42f1-ac33-fda2607440ca · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 19355dc0-6719-4366-80e1-d48cfaf54508 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Grossman, J
Reference 31
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 aee0a197-b032-408b-8424-a8c54fc23dc1 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Jegelka, S.How Powerful are Graph Neural Networks?inInternational Conference on Learning Representations(2019).https://openreview.net/forum?id=ryGs6iA5Km
Reference 32
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 e743f8d2-3352-4998-b0ee-5787532ffcd2 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Unresolved cited work
Reference 33
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 60799aee-1144-4688-85c0-ffbcc2427dd4 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Günnemann, S.GemNet: Universal Directional Graph Neural Networks for Molecules inAdvances in Neural Information Processing Systems34(Curran Associates, Inc., 2021), 6790–6802
Reference 34
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 38b9ffb9-f766-4822-88b9-c71ea1010f60 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & DeCost, B
Reference 35
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 05e4cf1e-e895-4525-a321-85b6105996c8 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials (2025) (Dec
Reference 36
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 a546c26f-e4f7-46c4-aa4c-563c2f4d1e83 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Smidt, T
Reference 37
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 4985f8cb-b3bf-41be-87e8-16c4e7996061 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials S., Geiger, M., Köhler, J
Reference 38
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 8105fc94-a294-408c-89a7-f2d11af5d948 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials The Design Space of E(3)-Equivariant Atom-Centered Interatomic Potentials
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8986223b-a5b0-48a8-9eb8-97fe1a67e1f6 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Juditsky, A
Reference 40
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 91dd4790-ff3d-4fdb-9c64-c18fe2eb406d · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Defazio, A.Prodigy: An Expeditiously Adaptive Parameter-Free LearnerinF orty-First International Conference on Machine Learning(2024)
Reference 41
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 d51bc3ff-df21-447e-87b1-aacdbe2d032c · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77f69f3e-07c3-44ef-819b-0549eac65394 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs
Reference 43
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 55807dc3-a5d9-47bd-a3f2-436598b9d507 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials eprint: https : / / academic
Reference 44
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 e26c1276-7517-40d2-8518-6547efecb78a · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials (2025) (Jan
Reference 45
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 e96803fc-dad8-4772-83f6-056b8e887169 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27c8cd0b-de65-4608-bc2a-cdd54c4f1b96 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials & Krishnapriyan, A
Reference 47
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 9c5ad448-419d-4679-b1b4-f722fb190cd8 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials S.et al.Scalable deeper graph neural networks for high-performance materials property prediction
Reference 48
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 ad3f98c7-feac-40cd-90f5-d8017a2fe4d1 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials A Note on Over-Smoothing for Graph Neural Networks
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b6d2a5b-fc39-4bcc-a699-55942f10b769 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Unresolved cited work
Reference 50
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 0ca506cb-592a-4f07-89c8-41a89103e8ee · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials JAX: Composable Transformations of Python+NumPy Programshttp://github.com/jax-ml/jax
Reference 51
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 db8d5c0a-d252-4c92-8f0c-81574d1abd10 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Euclidean Neural Networks: E3nnhttps://doi.org/10.5281/zenodo.6459381
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f5837bf-0c09-4467-a067-71cdbb028b61 · outbound
Facet: highly efficient E(3)-equivariant networks for interatomic potentials Flax: A Neural Network Library and Ecosystem for JAXhttp://github.com/google/flax
Reference 53
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 4df1a3c7-d268-4aba-be83-7d15aaaf2815 · inbound
VASP Plugins: Linking the Vienna ab-initio Simulation Package with Python Facet: highly efficient E(3)-equivariant networks for interatomic potentials
Reference 228
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.