Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 59 inbound Pith citation observations for arXiv:2504.06231.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:37:09.002379Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
25
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation b771cca4-d8e0-4020-95eb-3c05047c7754 · inbound
Benchmarking Universal Machine Learning Interatomic Potentials for Real-Time Analysis of Inelastic Neutron Scattering Data Orb-v3: atomistic simulation at scale
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6db1f15-ee4e-495d-b7af-2eb72045d685 · inbound
chemtrain-deploy: A parallel and scalable framework for machine learning potentials in million-atom MD simulations Orb-v3: atomistic simulation at scale
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58e9a6cd-2e68-485f-aa3a-5a31dfc8017c · inbound
Distillation of atomistic foundation models across architectures and chemical domains Orb-v3: atomistic simulation at scale
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eed2ded0-b415-48a5-b990-ae7778dbb180 · inbound
Leveraging neural network interatomic potentials for a foundation model of chemistry Orb-v3: atomistic simulation at scale
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06399406-ef87-4656-90ca-6ae3cd91d92c · inbound
Uncovering coupled ionic-polaronic dynamics and interfacial enhancement in Li$_x$FePO$_4$ Orb-v3: atomistic simulation at scale
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c25890bd-84bb-45f5-8f74-628a042b8f6c · inbound
Heterogeneous Ensemble Enables a Universal Uncertainty Metric for Atomistic Foundation Models Orb-v3: atomistic simulation at scale
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3885b6a8-0061-4b7d-b805-8ca2f51ccce6 · inbound
Universal Machine Learning Potential for Systems with Reduced Dimensionality Orb-v3: atomistic simulation at scale
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0417eb4c-c075-410d-a59a-175726b73749 · inbound
Universal Machine Learning Potentials under Pressure Orb-v3: atomistic simulation at scale
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0860756a-c399-4782-b111-4a2516717b42 · inbound
Electronic Fluctuations and Ionic Dynamics in Molten Silver Iodide Orb-v3: atomistic simulation at scale
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c38b020-f933-4b6f-ab71-eb58b3ae8c3a · inbound
OpenCSP: A Deep Learning Framework for Crystal Structure Prediction from Ambient to High Pressure Orb-v3: atomistic simulation at scale
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f92d0850-3ac2-4140-9533-b055313c9d7a · inbound
Benchmarking foundation potentials against quantum chemistry methods for predicting molecular redox potentials Orb-v3: atomistic simulation at scale
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c54df9ba-af68-45df-b2a1-81501f9748bf · inbound
Revealing interstitial energetics in Ti-23Nb-0.7Ta-2Zr gum metal base alloy via universal machine learning interatomic potentials Orb-v3: atomistic simulation at scale
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2cc5267-bf17-4800-89fd-fc500b73b984 · inbound
Comparing the latent features of universal machine-learning interatomic potentials Orb-v3: atomistic simulation at scale
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5ca43335-abc9-4a87-89b0-38201d3ef264 · inbound
Score-based diffusion models for accurate crystal-structure inpainting and reconstruction of hydrogen positions Orb-v3: atomistic simulation at scale
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14a7da03-9de9-4d81-b34a-86b25d189275 · inbound
Pushing the limits of unconstrained machine-learned interatomic potentials Orb-v3: atomistic simulation at scale
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6eabe16b-f202-4cc7-bffa-5d15eeef6ee1 · inbound
Accuracy and Efficiency Benchmarks of Pretrained Machine Learning Potentials for Molecular Simulations Orb-v3: atomistic simulation at scale
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 153a5c3b-d1b0-41f9-b8bd-7c92d5f38390 · inbound
E2Former-V2: On-the-Fly Equivariant Attention with Linear Activation Memory Orb-v3: atomistic simulation at scale
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 474c2fd3-29e0-4aba-9729-04744882fae7 · inbound
Faster Molecular Dynamics with Neural Network Potentials via Distilled Multiple Time-Stepping and Non-Conservative Forces Orb-v3: atomistic simulation at scale
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d66724d7-384e-4f94-ab6f-d036d977b3b5 · inbound
Performance of universal machine learning potentials in global optimization of inorganic crystal structures Orb-v3: atomistic simulation at scale
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38bfeee8-42a6-4969-b21b-07daa1f3614f · inbound
A Lightweight Universal Machine-Learning Interatomic Potential via Knowledge Distillation for Scalable Atomistic Simulations Orb-v3: atomistic simulation at scale
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation abfe7081-3e38-48bd-b31f-86e013dcaa4e · inbound
From Knowledge to Action: Outcomes of the 2025 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry Orb-v3: atomistic simulation at scale
Reference 118
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b2565cce-80f7-481a-85ec-b0bf448f5621 · inbound
Pretrained Model Representations as Acquisition Signals for Active Learning of MLIPs Orb-v3: atomistic simulation at scale
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 048152c8-122f-4f3e-950b-775eb1a9f837 · inbound
Pretrained Model Representations as Acquisition Signals for Active Learning of MLIPs Orb-v3: atomistic simulation at scale
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d9d95ac1-374d-4bb9-8752-52bf5cf5003a · inbound
SLayerGen: a Crystal Generative Model for all Space and Layer Groups Orb-v3: atomistic simulation at scale
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b6e25d51-a16c-4d12-ad6e-cbebe19d412a · inbound
Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning Orb-v3: atomistic simulation at scale
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 645eb207-7348-48bc-9d12-a6eff64e0498 · inbound
CrystalREPA: Transferring Physical Priors from Universal MLIPs to Crystal Generative Models Orb-v3: atomistic simulation at scale
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 134dcb64-d0bc-4c42-bd7a-a804a001e8c3 · inbound
Fast and Accurate Prediction of Lattice Thermal Conductivity via Machine Learning Surrogates Orb-v3: atomistic simulation at scale
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f859d73f-1254-4ffb-98cb-0370c0d9ffd7 · inbound
Force-Aware Neural Tangent Kernels for Scalable and Robust Active Learning of MLIPs Orb-v3: atomistic simulation at scale
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e477129a-943b-47c1-95f4-85ffab1f94e1 · inbound
Force-Aware Neural Tangent Kernels for Scalable and Robust Active Learning of MLIPs Orb-v3: atomistic simulation at scale
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5b0a7212-8a38-4ff7-b274-f0361614ce1c · inbound
Lang2MLIP: End-to-End Language-to-Machine Learning Interatomic Potential Development with Autonomous Agentic Workflows Orb-v3: atomistic simulation at scale
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3e0cc1af-3058-4ce3-9ac2-0d167d37f3e6 · inbound
Reweighting free energy profiles between universal machine learning interatomic potentials for fast consensus building Orb-v3: atomistic simulation at scale
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4e4aaaf4-c741-4f89-bb13-88130b39ab1d · inbound
PRISMat: Policy-Driven, Permutation-Invariant Autoregressive Material Generation Orb-v3: atomistic simulation at scale
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6d6f8db9-1178-4035-b3e2-baf187047d1a · inbound
Uncertainty-aware Machine Learning Interatomic Potentials via Learned Functional Perturbations Orb-v3: atomistic simulation at scale
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 202f4ed3-c22e-4bd7-aebf-a9adfa26bdb3 · inbound
Uncertainty-aware Machine Learning Interatomic Potentials via Learned Functional Perturbations Orb-v3: atomistic simulation at scale
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 91b06cce-e38f-4334-9e63-f0f3a3a29952 · inbound
Additive binding energies in asphalt on a quantum processor via quantum-selected configuration interaction (QSCI) Orb-v3: atomistic simulation at scale
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c28866a7-e792-4ea8-bd8d-1f2ca5be3821 · inbound
Geometry-based Discovery of Calcium Battery Cathodes Accelerated by Foundational Machine-Learned Models Orb-v3: atomistic simulation at scale
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 79e8de79-cbf1-459f-a266-defa175e03e3 · inbound
Speculative Sampling For Faster Molecular Dynamics Orb-v3: atomistic simulation at scale
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7f767096-8b0a-4de8-986a-d5a78e03332d · inbound
Curvature-driven revival of charge density waves in non-Euclidean space Orb-v3: atomistic simulation at scale
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5fd01e31-9014-476d-a682-e7e5d2fbcfb9 · inbound
Six Open Questions in Machine-Learned Interatomic Potential Foundation Models Orb-v3: atomistic simulation at scale
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c78fb181-b896-4093-9597-d4f7ad3e0ddc · inbound
Approaching the Limit of Intrinsic Crystalline Thermal Insulation Orb-v3: atomistic simulation at scale
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bc141d6d-2643-47d3-bbc7-a6050f2e1d41 · inbound
Melt-Quench Failures and Practical Solutions for Universal Machine-Learning Interatomic Potentials in Amorphous Structure Generation Orb-v3: atomistic simulation at scale
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca2374cd-9ab4-4aff-a231-c5bc5b3805ba · inbound
Universal Interatomic Potentials as Configuration-Space Generators for One-Shot and Iterative Fine-Tuning of Ab Initio-Accurate Material-Specific Models Orb-v3: atomistic simulation at scale
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 00463675-4cfc-4a00-8455-bfd1a8086ea8 · inbound
Enerzyme: A Framework for Efficient Training of Reactive Neural Network Potentials for Enzyme Catalysis with Application to Methyltransferases Orb-v3: atomistic simulation at scale
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4f21cf2b-8504-49fb-913c-d4ad372ecf09 · inbound
Predicting Novel Stable Materials for Experimental Synthesis Orb-v3: atomistic simulation at scale
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 38f15c5d-74f5-4296-a21b-df1157a23374 · inbound
Efficient Large-Scale STEM-EELS Simulations With Torched-TACAW Orb-v3: atomistic simulation at scale
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f4d661df-089a-46cf-aa1a-a4a5b130f9ce · inbound
Efficient Large-Scale STEM-EELS Simulations With Torched-TACAW Orb-v3: atomistic simulation at scale
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d85575e-b4cd-48ec-9cd1-aafe687b7a28 · inbound
Dyna-Mat: End-to-end benchmarking of foundation machine learning interatomic potentials in finite-temperature ensembles Orb-v3: atomistic simulation at scale
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dae63a65-2a44-4ee5-a9b7-7c4702f1148e · inbound
AquaGen: Scaling generative models to molecular dynamics precision on thousands of atoms Orb-v3: atomistic simulation at scale
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19fb3bc6-0c38-4182-aaa6-92f58295aab2 · inbound
EquiFiLM: Charge-Conditioned Equivariant Force Fields via Feature-wise Linear Modulation Orb-v3: atomistic simulation at scale
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c839283b-5570-427f-be25-29f61e356055 · inbound
MLIP Studio: An Open Platform for Interactive Benchmarking and Atomistic Simulations Using Machine Learning Interatomic Potentials Orb-v3: atomistic simulation at scale
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1a59ace2-503c-4db3-8d25-79090d21c850 · inbound
Are Machine Learning Interatomic Potentials Truly Practical? A Benchmark of 23 Mainstream Models Orb-v3: atomistic simulation at scale
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 17fc2fa1-30a1-47d2-8ff4-9a0816cd8a4b · inbound
Phase stability and ionic transport in post-spinel CaV$_2$O$_4$ cathode Orb-v3: atomistic simulation at scale
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8ced6364-5e05-47b4-b1bc-6643363536aa · inbound
Anisotropic representations for E(3)-equivariant machine learning coarse-grained potentials Orb-v3: atomistic simulation at scale
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 967b4c86-64a5-497d-8854-7c6ae2b18727 · inbound
Edge Cluster Expansion with Radial Rotary Attention for Interatomic Potentials Orb-v3: atomistic simulation at scale
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1624ddd4-7c1b-43e1-94f3-bcd430271cbb · inbound
Full-data accuracy with fewer labels for training and fine-tuning machine-learning force fields Orb-v3: atomistic simulation at scale
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 381d6440-cc19-478a-aa03-4befc7664eb0 · inbound
Rem3Di: Learning smooth, chiral 3D molecular descriptors from atomistic foundation models Orb-v3: atomistic simulation at scale
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 881a2dfc-666e-4fb9-a018-f9e6c0957860 · inbound
Transformer Atomic Cluster Expansion: TRACE Orb-v3: atomistic simulation at scale
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d67ad4a8-fbcd-4825-9d43-89d7e75ccbd5 · inbound
Quantum machine learning interatomic potential: Application of variational quantum algorithm Orb-v3: atomistic simulation at scale
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e00a2a1-c2ca-4b04-817e-78801cbdeed3 · inbound
Fast and Accurate Foundation Models for Equivariant Machine-Learned Interatomic Potentials Orb-v3: atomistic simulation at scale
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.