Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:49:52.777589Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2505.12020.
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 2026-08-15T20:49:52.777589Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-18T11:26:06.622876Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-18T11:26:18.425161Z
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ada114aa-23fb-45bf-9532-8f78c34c765d · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Attention is all you need,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b74acb5f-627a-4755-8431-b9857dbaca6e · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Gnot: a general neural operator transformer for operator learning,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7c3f9e30-e816-43ea-8d11-2331a9a7450a · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Transolver: a fast transformer solver for pdes on general geometries,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e7c2d1aa-fb4e-42ab-b767-17833b073aa3 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Mamba: Linear-time sequence modeling with selective state spaces,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5e1dbff7-92b5-41eb-842a-8b506d34275c · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Transformers are SSMs: Generalized models and efficient algorithms through structured state space duality,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8110dfff-d75a-4dda-9387-20e067d67341 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Alias-free mamba neural operator,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 38b214a9-af33-4bd6-9831-30ab3d643fb8 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations State-space models are accurate and efficient neural operators for dynamical systems
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ce345d8-bad6-49e6-b086-cfc942b87f0e · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Vmamba: Visual state space model,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e04f35a3-94f1-4cad-bd87-4b5914870f7d · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Vision mamba: Efficient vi- sual representation learning with bidirectional state space model,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 88653952-6fcc-45b6-8bc7-2bd6726db633 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations 2DMamba: Efficient state space model for image representation with applications on giga-pixel whole slide image classification,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 424f460e-cd56-4fd4-9327-f46e3422f090 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations PDE solving standard benchmark
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f8bfec92-6955-4b3d-81fe-9b140d5ad773 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Learning nonlinear operators via deeponet based on the universal approximation theorem of operators,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2c23c614-3f4f-4a77-8bff-d1b02641a2e8 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Fourier Neural Operator for Parametric Partial Differential Equations,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f2e9a507-7c2f-4b9e-8ba6-680705107b9f · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations U-fno – an enhanced fourier neural operator-based deep-learning model for multiphase flow,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c6eb1706-d0d8-490f-a926-54a9f32791a9 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Adaptive fourier neu- ral operators: Efficient token mixers for transformers,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4a635351-0781-46af-971f-f20443807372 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Incremental spatial and spectral learning of neural operators for solving large-scale PDEs,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 47e828b6-cdcf-4981-890e-2f85cf6611ce · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Four- castnet: A global data-driven high-resolution weather model using adaptive fourier neural operators,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e9a70de5-0ca4-4e02-8343-fb061270a2b4 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Factorized fourier neural operators,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation dcf143a4-f798-4747-af3f-248606cb80f5 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Neural operator: Graph kernel network for partial differential equations,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 11db2d5d-cc48-486b-a2a1-81010ad63dda · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Multipole graph neural operator for parametric partial differential equations,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 517a37e3-0200-4fee-a0c7-f34de0b719c8 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Parallel prefix computation,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 45106079-99b7-4bf8-958e-48c9e5cf1aa6 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Improved operator learning by orthogonal attention,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 50c8888d-0e68-41ca-8bf4-904e947ecb14 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Towards general neural surrogate solvers with specialized neural accelerators,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 56ef16bd-0051-4dd9-8cc4-f0447b0ec73c · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations HT-net: Hierarchical transformer based operator learning model for multiscale PDEs,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a151234f-2192-452d-b976-bbfef856266f · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Reformer: The efficient transformer,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6b08936a-6bbb-4c17-8f4f-53ec8a58b224 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Rethinking attention with performers,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7269b7c8-ea0b-420c-bbdb-9b4e6b6a5dcb · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Choose a transformer: Fourier or galerkin,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 09c0bcbb-4f5c-4c4a-965d-0ea11d441848 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Mamba neural operator: Who wins? transformers vs. state-space models for pdes,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9be47739-45f8-4856-b0a3-8ce106c898a0 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Learning to Optimize Multigrid PDE Solvers,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 68758d13-09ec-4ad9-8174-9026c79b6cde · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations UGrid: An efficient-and-rigorous neural multigrid solver for linear PDEs,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2f0340fe-8e26-416b-bf05-3b03e0048f4e · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Combining recurrent, convolutional, and continuous-time models with linear state space layers,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6f383e8b-1152-4d86-b955-6f77b1143ca3 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Efficiently modeling long sequences with structured state spaces,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 55af5c2e-acf2-402e-9337-2d63ff331e9d · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Diagonal state spaces are as effective as structured state spaces,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d50740fe-bb87-495a-9942-50554b8c5034 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations What Makes Convolutional Models Great on Long Sequence Modeling?
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75b24021-f179-439f-b6f2-1066201dd14e · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Plainmamba: Improving non-hierarchical mamba in visual recognition,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0d500198-fa06-4c22-80bd-e862b465c917 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Quadmamba: Learning quadtree-based selective scan for visual state space model,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4dcd0613-16f0-47cf-a365-bbdfa3a4481b · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Neural operator: learning maps between function spaces with applications to pdes,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ec5efff0-26cd-4330-bb95-b7d6050c38b7 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Patches are all you need?,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e1bee5fe-7e7a-4065-9a5f-6ee82ff88cef · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Feed-forward neural networks,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24418352-6d1f-49dd-8f8d-c91dfde561cb · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Koopman operator dynamical models: Learning, analysis and control,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8426b3f0-a4ec-43ed-a4dd-0d9d0469292f · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Perceiver: General perception with iterative attention,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a558322f-2544-4f85-b258-c4823d6ceb3d · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Layer normalization,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e64d0a50-fa72-4441-92b9-204d577e00d3 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Multiwavelet-based operator learning for differential equations,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6f1da283-fbc8-439a-8bb4-333ff1501087 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Fourier neural operator with learned deforma- tions for pdes on general geometries,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bb0abc8f-f49e-4528-9fa7-24237027df7a · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations U-NO: U-shaped neural operators,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 30962172-644b-495b-b35e-a4f9752e552a · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Solving high-dimensional pdes with latent spectral models,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 35bf11ae-377e-4b03-a60e-7d7f011ab5f6 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Transformer for partial differential equations’ operator learning,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 72772eac-ac2e-44ca-9ff1-cff01de6f92e · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Scalable transformer for PDE surrogate modeling,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b96ab25c-f966-4a32-9681-437034af0ff7 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Imagenet: A large-scale hierarchical image database,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d5248072-9a4f-4831-b63f-a981017d40fc · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Decoupled weight decay regularization,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 182fc2a5-5fb4-41c0-bcf5-da04622800a5 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Super-convergence: very fast training of neural networks using large learning rates,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 79702aa7-a039-4599-8d1e-15581516a68a · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations A more accurate scharfetter-gummel algorithm of electron transport for semi- conductor and gas discharge simulation,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 955f82d9-9b24-4c24-bad7-efa1e74fd122 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations FlashAttention: Fast and memory-efficient exact attention with IO-awareness,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7be5e211-b11b-429f-bd2d-a6d63d0c1e2e · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations FlashAttention-2: Faster attention with better parallelism and work partitioning,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f0c01e05-42d5-4b7d-9281-8c476ccc0e0a · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Parallel prefix computation,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 581e083f-d92b-4c54-91c0-52a83e4e2751 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Scan primitives for gpu computing,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b530a9ec-51b6-437c-9ca6-e6c5eb885ea2 · outbound
GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations Understanding the effective receptive field in deep convolutional neural networks,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 347ca8ef-385a-4a3a-9ede-1fabb954d46d · inbound
Differentiable Autoencoding Neural Operator for Interpretable and Integrable Latent Space Modeling GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.