Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T12:17:15.852508Z
Paper Citation Record · LEDGER
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training
As of 4 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 3 inbound Pith citation observations for arXiv:2602.20399.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T13:37:38.479547Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-06-29T13:43:29.124375Z
Reference resolution
25 of 25 outbound references displayed
- verified exact9
- verified fuzzy8
- unresolved4
- parse uncertain0
- malformed identifier2
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c3bb508f-c6bb-42a2-953b-cfe933d0b6c8 · outbound
This paper cites GPT-4 Technical Report.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training GPT-4 Technical Report
Reference 1
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-21T12:20:06.925903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bb9883b8-08c2-42f4-b799-74b25506e419 · outbound
This paper cites Altair physicsai.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training Altair physicsai
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:20:07.642782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a0ad3e7b-5798-4512-82a3-2772e117b8f4 · outbound
This paper cites DrivAerML: High-Fidelity Computational Fluid Dynamics Dataset for Road-Car External Aerodynamics.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training DrivAerML: High-Fidelity Computational Fluid Dynamics Dataset for Road-Car External Aerodynamics
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:20:06.950915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 46b674b1-ee8a-4ba3-bb6c-c21578804eca · outbound
This paper cites M., and Cor- nelius, J.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training M., and Cor- nelius, J
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:20:07.660789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c382a71e-5292-4065-b69b-ebb8132bde0e · outbound
This paper cites ShapeNet: An Information-Rich 3D Model Repository.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training ShapeNet: An Information-Rich 3D Model Repository
Reference 5
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-21T12:20:06.919551Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 09534842-56db-45a0-a695-54489e041a39 · outbound
This paper cites Training Deep Nets with Sublinear Memory Cost.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training Training Deep Nets with Sublinear Memory Cost
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T12:20:06.906248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3205e301-0fdf-45b6-bdcc-187d366187f1 · outbound
This paper cites P3d: Scalable neural surrogates for high-resolution 3d physics simulations with global context.arXiv preprint arXiv:2509.10186.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training P3d: Scalable neural surrogates for high-resolution 3d physics simulations with global context.arXiv preprint arXiv:2509.10186
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:20:06.902121Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 129cd790-2aea-4204-a547-b692505f3723 · outbound
This paper cites Neural modular physics for elastic simulation.arXiv preprint arXiv:2512.15083.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training Neural modular physics for elastic simulation.arXiv preprint arXiv:2512.15083
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:20:06.896714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d4b0718e-66e1-40f0-be53-2568788c7b82 · outbound
This paper cites Geometry-Informed Neural Operator for Large-Scale 3D PDEs.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training Geometry-Informed Neural Operator for Large-Scale 3D PDEs
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:20:06.941550Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 56ce337d-082e-481a-a3e1-7b4a7c47b806 · outbound
This paper cites A., Chavare, S., Akhare, D., Ranade, R., Cherukuri, R., and Tadepalli, S.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training A., Chavare, S., Akhare, D., Ranade, R., Cherukuri, R., and Tadepalli, S
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:20:06.915600Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b42f47f1-043c-4a92-bf23-d4eb233d6df3 · outbound
This paper cites Geometry aware operator transformer as an efficient and accurate neural surrogate for pdes on arbitrary domains.arXiv preprint arXiv:2505.18781.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training Geometry aware operator transformer as an efficient and accurate neural surrogate for pdes on arbitrary domains.arXiv preprint arXiv:2505.18781
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:20:06.946016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b5a65db3-8408-4cb1-882d-c1774b300258 · outbound
This paper cites PDEformer: Towards a Foundation Model for One-Dimensional Partial Differential Equations.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training PDEformer: Towards a Foundation Model for One-Dimensional Partial Differential Equations
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:20:06.936481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cc234cd6-64f0-4278-b475-93c333745700 · outbound
This paper cites From cheap geometry to expensive physics: Elevating neural operators via latent shape pretraining.arXiv preprint arXiv:2509.25788.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training From cheap geometry to expensive physics: Elevating neural operators via latent shape pretraining.arXiv preprint arXiv:2509.25788
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T12:20:06.931443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 823abce0-7013-406d-a783-2de64fcf5048 · outbound
This paper cites an unresolved cited work.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T12:20:07.635888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3d37a0b3-47ce-4429-a255-f1b973de2d90 · outbound
This paper cites an unresolved cited work.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training Unresolved cited work
Reference 15
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-21T12:20:07.640349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8efffd01-6870-41a7-b95c-0d6bd1863d05 · outbound
This paper cites However, geometries in the initial version of ShapeNet may contain incorrect normals and non-aligned orientations.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training However, geometries in the initial version of ShapeNet may contain incorrect normals and non-aligned orientations
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:20:07.649439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9b314ab5-d951-45aa-aaf1-bfa07f167c5b · outbound
This paper cites We plot the element-wise maximum 2D V on Mises stress during the crash with 26.93◦ impact angle.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training We plot the element-wise maximum 2D V on Mises stress during the crash with 26.93◦ impact angle
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:20:07.655055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 576076b7-8261-4210-a4a7-7204724256a8 · outbound
This paper cites We also newly simulate two benchmarks.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training We also newly simulate two benchmarks
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:20:07.652404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e364db6b-db39-4b85-82c9-98b52b71d800 · outbound
This paper cites an unresolved cited work.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T12:20:07.633678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 604722f6-d72b-44f3-a227-6aeb3d6e6096 · outbound
This paper cites For backbone comparison, we configure all the Transformer backbones as 8 layers with 256 hidden channels.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training For backbone comparison, we configure all the Transformer backbones as 8 layers with 256 hidden channels
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:20:07.626551Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a814c73e-4710-4da6-b22f-d1b12fd46819 · outbound
This paper cites an unresolved cited work.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T12:20:07.628737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2fb9a4aa-a1af-48de-9b3d-c93e3921d27e · outbound
This paper cites an unresolved cited work.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T12:20:07.637992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c07acca4-8860-42fe-b684-00453ba30b69 · outbound
This paper cites w/o GeoPT.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training w/o GeoPT
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:20:07.657687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 06ba46ba-d713-4c7c-a0bb-5bd2acab526a · outbound
This paper cites prompted.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training prompted
Reference 24
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-21T12:20:06.910784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b6a07483-8492-4b37-83ba-f66abd750e30 · outbound
This paper cites prompted.
GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training prompted
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T12:20:07.631186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation b69f1b27-6213-44d4-a755-d95b532b1d03 · inbound
Harnessing AI for Inverse Partial Differential Equation Problems: Past, Present, and Prospects cites this paper.
Harnessing AI for Inverse Partial Differential Equation Problems: Past, Present, and Prospects GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training
Reference 235
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T02:04:11.605773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9d1e5524-b886-43dd-b994-4ef8468cdc5a · inbound
Adapting Automotive Aerodynamics Surrogates to New Vehicle Families via Transfer Learning cites this paper.
Adapting Automotive Aerodynamics Surrogates to New Vehicle Families via Transfer Learning GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T10:03:17.276083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0804ecd3-68ae-477d-ad0d-9f0b3d67e73f · inbound
LEIA: Learned Environment for Interactive Architected Materials cites this paper.
LEIA: Learned Environment for Interactive Architected Materials GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training
Reference 67
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T13:43:29.125738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.