Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:21:47.006487Z
Paper Citation Record · LEDGER
As of 24 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2501.15473.
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 2026-08-10T14:21:47.006487Z
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
A source-named dated measurement, never combined with another source.
Source: cited_works
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 74df3700-f958-4f5d-bd24-c31988f98619 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Waveform-based avo inversion and avo prediction-error,
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 22984293-153f-4d55-a698-754708b106e5 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints High-resolution three-term avo inversion by means of a trivariate cauchy probability distribution,
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 5720a85b-0a2f-460f-92c2-58d129fac344 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Avo inversion based on transfer learning and low-frequency model,
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 426f1e76-369f-441e-8a06-a32c42a9f964 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints On the reflection and propagation of seismic waves,
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 51069e4f-3a44-411c-9db8-725e390c35f3 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Approximations to the reflection and transmission co- efficients of plane longitudinal and transverse waves,
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 bb0204dd-9971-4573-961b-4daaee3bd6da · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Quantitative seismology: Theory and methods,
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 9ec234ce-e420-4b83-9e26-0a43eb3461cd · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints A simplification of the zoeppritz equations,
Reference 7
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 3578f3f4-383d-4e2e-b912-f70c3d24b6de · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Weighted stacking for rock property estimation and detection of gas,
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 e8bf4e2b-a55b-4c11-b06b-5b152cecb754 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Improved avo fluid detection and lithology discrimination using lam ´e petrophysical parameters;“λρ
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 91d0d0d4-488c-4464-8eb3-bce954eb40ff · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints The application of avo and inversion to the estimation of rock properties,
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 922e76df-6e14-4a62-a259-c8d5517d7c40 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Linearized inversion of 3-d multi-offset data: Background reconstruction and avo inversion,
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 eecf4956-c745-4a93-9d68-2b9b0197807f · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Linearized amplitude variation with offset (avo) inversion with supercritical angles,
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 3c6844c1-ab4a-4553-bcda-60135cda15f9 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Avo inversion based on inverse operator estimation in trust region,
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 062c7e8d-2dd3-485e-867b-3d0ead97adf4 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Avo inversion with high-order total variation regularization,
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 22200078-6073-40ff-833f-094391b4c0f4 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Joint avo inversion in the time and frequency domain with bayesian interference,
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 43fb91a8-8904-4ff8-9642-1b81c9d9b24d · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Hierarchical bayesian probabilistic seismic avo inversion using gibbs sampling with ia2rms algorithm,
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 fd91a56c-303b-4843-816d-aaf6c73843ca · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Quantitative interpretation using inverse rock-physics modeling on avo data,
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 0b730818-1304-4548-b0f7-82d703fead6b · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Global optimization with model-space preconditioning: Application to avo inversion,
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 3ae868a5-ae58-43a0-8a42-b6d392bd391c · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Constrained non-linear avo inversion based on the adjoint-state optimization,
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 b23bd66b-40a1-417f-85bf-42ae33823f2e · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Frequency-dependent avo inversion applied to physically based models for seismic attenuation,
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 966cb9f9-6eab-4452-9f9f-3065e23a815c · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Acoustic impedance pre- diction using an attention-based dual-branch double-inversion network,
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 cba0a6ad-2eec-4f5a-bd93-470cff93a3e3 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Avo inversion in exploration—key learnings from a norwegian sea prospect,
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 9c8ea743-e94b-4465-99f8-3bd1a11e6767 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Pp and ps joint avo inversion and fluid prediction,
Reference 23
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 bd7b9cfa-3d8e-4981-9b1e-dd8735fb5432 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Pertinent multigate mixture-of- experts-based prestack three-parameter seismic inversion,
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 01a48799-d059-4f70-b50e-51b5f6a50992 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Data-driven method for an improved linearised avo inversion,
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 92639529-f0b1-4c91-a056-34144f0d5c6f · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Deep learning seismic inversion based on prestack waveform datasets,
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 d90c4ac2-6f07-47fc-bddf-0397f663e1b0 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Deep-learning inversion: A next-generation seismic velocity model building method,
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 1c693393-cb93-4f08-9d1c-161d3618e60e · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Current status and application prospect of deep learning in geophysics,
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 63ab5bf7-9431-4dfe-946d-b86e5844509f · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Deep learning reservoir porosity prediction based on multilayer long short-term mem- ory network,
Reference 29
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 2b35ecc2-68c7-4786-b178-735a6c02d4dd · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints A multiple-input deep residual convolutional neural network for reservoir permeability prediction,
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 f32f0dd3-d17d-4a7d-9e81-e69cde21e166 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Seismic fault detection with convolutional neural network,
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 9e0221ef-9530-4f9f-a589-449d3ab006ba · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Fast global self-attention for seismic image fault identification,
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 0e7995b2-881b-4216-82b0-986ea60a3414 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints A twice denoising autoencoder framework for random seismic noise attenuation,
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 466fdccb-1a16-49bc-ad92-bc04d803e496 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Low-frequency noise suppres- sion method based on improved dncnn in desert seismic data,
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 cd98d6d6-56a8-468e-8e2d-2320fd69ffd7 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Seismic stratigraphy interpretation by deep convolutional neural networks: A semisupervised workflow,
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.
Observation aef95e84-8bd4-43a9-aac0-8ee76cc79ac5 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Semi-supervised seismic strati- graphic interpretation constrained by spatial structure,
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 b19cc1f6-6f01-406b-8f61-b28c2ada44d8 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Convolutional neural network for seismic impedance inversion,
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 9850d640-42a4-4a46-835b-46582f6a98ae · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Estimation of acoustic impedance from seismic data using temporal convolutional network,
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 fddd69f2-9d89-4edc-ac21-9be63b1c8130 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Elastic-parameters inversion from ei based on the deep-learning method,
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 00d15b27-1f57-4be5-a564-f5c6fa74abc7 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Robust deep learning seismic inversion with a priori initial model constraint,
Reference 40
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 2b817622-e73c-4c57-a9a8-d1c1037dd794 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Deep-Learning Inversion of Seismic Data
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 bdc2ee96-ff9b-420b-841b-a12a400ec7b3 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Applications of supervised deep learning for seismic interpretation and inversion,
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 d8c3fa8c-f8d0-4969-ba60-9d4d8f443bb8 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Semisupervised sequence modeling for elastic impedance inversion,
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 c3d77985-c17a-4365-bbc8-f1eb3c18bcd9 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints The Nash-MTL-STCN Method For Prestack Three-Parameter Inversion
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 306839fb-82f1-4450-9832-ed3f89d9d14e · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Multi-Task Learning as a Bargaining Game
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f51c3db-6941-4a9e-b862-80b43b26f185 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Physics-guided deep learning for seismic inversion with hybrid training and uncertainty analysis,
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 478aebb3-8dad-4b83-af20-109cb5f5209a · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Prestack and post- stack inversion using a physics-guided convolutional neural network,
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 99a7fac1-e2dd-4b80-8a18-af6b9e4cf39e · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Deep learning- based pre-stack seismic inversion constrained by avo attributes,
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 0e56b544-6607-4d54-bddc-784400634f63 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Deep recurrent architectures for seismic tomography,
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 14834369-8ed4-4447-8cd2-b8b9a7a89506 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Application of bi- directional long short-term memory recurrent neural network for seismic impedance inversion,
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 24b798bb-19b2-4a39-a955-00f2cd5dd1dc · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Seismic velocity estimation: A deep recurrent neural-network approach,
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 bc83ed6d-4cd7-4939-a19b-dc1550f711ba · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Double-scale supervised inversion with a data-driven forward model for low-frequency impedance recovery,
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 75cf6921-0345-41e8-b8e8-835f67fd5837 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Seimic impedance inversion based on semi-supervised learning,
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 b428f1fb-14a5-4dcf-a45c-f2df50179b20 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Avo inversion based on closed-loop multitask conditional wasserstein generative adversarial net- work,
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 fc30e903-3829-4f8d-b82f-20b566c40439 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Deep learning for multidimensional seismic impedance inversion,
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 64368725-3a84-4c2d-89a5-b7d3e0b9a177 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Seismic inversion based on 2d-cnns and domain adaption,
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 6a22f6e5-4400-4a6b-9e97-727162f243ad · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Joint learning for spatial context-based seismic inversion of multiple data sets for improved generalizability and robustness,
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 01747368-fa63-47c9-bb12-862854240493 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Transinver: 3d data- driven seismic inversion based on self-attention,
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 d351cc1f-c2c6-445f-a773-cc7a1e74070a · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints A review of generalized zero-shot learning meth- ods,
Reference 59
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 08108394-060b-4d83-989b-a1cc0d7ff280 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d8fd222-8424-44e1-8fd2-e345905c6ac4 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Zero-shot self-consistency learning for seismic irregular spatial sampling reconstruction,
Reference 61
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 b8203988-19f2-4de4-934b-90dad72ffa96 · outbound
Semi-Supervised Learning for AVO Inversion with Strong Spatial Feature Constraints Pytorch: An imperative style, high-performance deep learning library,
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.