Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:43:00.259425Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 2 inbound Pith citation observations for arXiv:2507.12803.
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 2026-08-06T16:43:00.259425Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-15T14:50:08.468635Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-15T14:51:08.482893Z
42 of 42 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 96ffe0a3-1969-4917-956f-72cb1eb83b63 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Analysis methods for numerical weather prediction,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 759e1484-4c94-47a8-9678-6cabb9937491 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction The quiet revolution of numerical weather prediction,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4ba69ab9-5b71-4b99-94bc-c581457c95af · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Smart grid management & visualization: Smart power management system,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ee16f67a-d99b-4787-8041-9f668643e93b · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94b1ff57-a49e-4e27-9451-69573d4b1c64 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Adaptive graph convolutional recurrent network for traffic forecasting,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 91baee70-7744-46ee-b2df-abc7e1993fe8 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Efficient Traffic Prediction Through Spatio-Temporal Distillation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7cbe0314-d8ff-4d3b-af52-e8f69e1ca3f1 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction A Survey of Generative Techniques for Spatial-Temporal Data Mining
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca1b3856-40e3-4380-83f1-687d3693a25a · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Automated spatio-temporal graph contrastive learning,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation af6f2fc3-4b5e-4d79-a5d7-c8d571504c45 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Spatial-temporal graph learning with adversarial contrastive adaptation,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1700b997-148e-4c8a-bf74-d63b5ba5e349 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Beyond the time domain: Recent advances on frequency transforms in time series analysis,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1c5645f-7c4a-461e-89a2-0230dde7b23a · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Session topic: stock market price behavior,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3cf403d2-5186-432f-bc7d-d3bb2fd86510 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Stock prediction using deep learning,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 579f4e3e-c4ce-4956-a0ed-0fb3d9799c3d · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction TSMixer: An All-MLP Architecture for Time Series Forecasting
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3d778a4-dbd0-4c46-8f4b-a70396f6eae5 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Transformer-based multivariate time series forecasting,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1ce4542e-7338-4da2-866f-bfe145a234a8 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Attention is all you need,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38b048a4-aaa6-4602-8721-3fe6d341bf6e · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c92f26b-c732-4f8f-8a11-bd575dd8ec9a · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Efficiently Modeling Long Sequences with Structured State Spaces
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b9785f5-bc64-4099-bf74-19ba7d48e72e · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Simplified State Space Layers for Sequence Modeling
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c00a6ef1-8d2c-40bc-a468-bda2415d76ac · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19becfe2-1c22-473f-9c9b-065d4710a44f · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Is mamba effective for time se- ries forecasting?
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f1bc141d-c5c0-4af9-85cb-70a2d69380bf · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Informer: Beyond efficient transformer for long sequence time-series forecasting,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 656eadbd-ecf3-4d52-aa30-65e12278d085 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Time-series forecasting with deep learning: a survey,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91a4a3a8-c963-4149-8574-aadf2c9f50cf · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Deep learning for time series forecast- ing: a survey,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 13a341c5-65fd-4b96-bbe9-176c5f7bb4b2 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fd47a70-ad66-4c3e-817f-dde1a6c70b6b · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d420cfe5-89e5-4303-81d7-c9beb53373b9 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Autohformer: Efficient hierarchical autoregressive transformer for time series prediction,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ba0cc47-a3a7-44a9-957f-aa326239d05b · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Pyraformer: Low-complexity pyrami- dal attention for long-range time series modeling and forecasting,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5eeec8e3-fd2d-4c87-976f-e9aa2a8dd741 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Fedformer: Frequency enhanced decomposed transformer for long-term series forecasting,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation db04dc92-1ad5-4e13-b6dd-b5122b0567a2 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Crossformer: Transformer utilizing cross-dimension dependency for multivariate time series forecasting,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f0258da3-8cbe-48fc-9157-750cb571ecfd · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Unified Training of Universal Time Series Forecasting Transformers
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cdfe3b2-163f-43cd-a670-0bf410848703 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Comparing support vector machines with gaussian kernels to radial basis function classifiers,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a40f12cd-df19-43e0-a400-9324f2c69e91 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Combining recurrent, convolutional, and continuous-time models with linear state space lay- ers,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 61205174-449d-4cce-b536-9d468036b086 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Deep residual learning for image recognition,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae4c2baa-502c-465a-bf97-aaec1a4f4bb2 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Laplace transform and its applications into dynamic systems: a review,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 11103719-71f4-4645-a590-270fbcd663ae · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Expanding the prediction capacity in long sequence time-series forecasting,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1147fda3-0f10-4c5a-9acf-773cd414af52 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Autoformer: De- composition transformers with auto-correlation for long- term series forecasting,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e2d16f99-39ba-4921-bf43-4011bf49b6d9 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Are transform- ers effective for time series forecasting?
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 12d47756-00a8-488b-b45d-e8d208767a27 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Long time series of ocean wave prediction based on patchtst model,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 564c0a19-789b-46e7-9ada-393de5c99e81 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Timesnet: Temporal 2d-variation modeling for general time series analysis,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 813a769a-488c-4e5d-b239-62de359f1e67 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a8badef-b685-44ab-aedc-93625e9d6e5c · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Long-term Forecasting with TiDE: Time-series Dense Encoder
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf7ae30f-1bc0-49f5-948e-ded919592f33 · outbound
FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction Sst: Multi-scale hybrid mamba-transformer experts for long-short range time series forecasting
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 59ee927a-f373-4de1-8f92-1f9b6b904137 · inbound
UniMamba: A Unified Spatial-Temporal Modeling Framework with State-Space and Attention Integration FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 920796ef-23ab-4613-8a78-b31485f945fa · inbound
AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting FLDmamba: Integrating Fourier and Laplace Transform Decomposition with Mamba for Enhanced Time Series Prediction
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.