Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:04:18.055891Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2507.08854.
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 2026-08-06T19:04:18.055891Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
44 of 44 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 81de9f74-efc4-4c8c-b04b-af5d400a831a · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation The development of machine learning approaches in two-dimensional nmr data interpretation for metabolomics applications
Reference 1
Source-reported events for the cited work
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Observation 88285ad1-393a-47d1-b470-313018a10b44 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Assisting and accelerating nmr assignment with restrained structure prediction
Reference 2
Source-reported events for the cited work
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Observation 69f91934-80bc-4ba1-bfe9-2ce881c76cbb · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Liquid nuclear magnetic resonance (nmr) spectroscopy in transition—from structure elucidation to multi-analysis method
Reference 3
Source-reported events for the cited work
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Observation 2d2a87af-9f48-4e7e-99c3-d8e26e62f4ab · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Detecting submicromolar analytes in mixtures with a 5 min acquisition on 600 mhz nmr spectrometers
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b69280d6-84c6-45f7-96f5-d932dadcc519 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Prediction of 1h nmr coupling constants with associative neural networks trained for chemical shifts
Reference 5
Source-reported events for the cited work
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Observation b6be72d1-592c-4df8-8b89-4fdbfdf30b27 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Highly accurate prediction of nmr chemical shifts from low-level quantum mechanics calculations using machine learning
Reference 6
Source-reported events for the cited work
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Observation 79e6716a-c3be-44dd-967d-2ba34b91ee69 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Ultra-fast and accurate electron ionization mass spectrum matching for compound identification with million-scale in-silico library
Reference 7
Source-reported events for the cited work
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Observation 451a7086-7444-4ddb-89c4-60a1a85ba97a · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Computer assisted structure elucidation (case): current and future perspectives
Reference 8
Source-reported events for the cited work
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Observation ba40e567-5848-4431-b2f0-6b00607f42fc · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Enhancing efficiency of natural product structure revision: leveraging case and dft over total synthesis
Reference 9
Source-reported events for the cited work
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Observation d8e908c8-c413-435f-a834-b17afab1de3a · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Impact of noise on inverse design: the case of nmr spectra matching
Reference 10
Source-reported events for the cited work
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Observation d2c8ab7e-d4f8-42c6-ab17-61d908c2c306 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Cross-modal retrieval between 13c nmr spectra and structures based on focused libraries
Reference 11
Source-reported events for the cited work
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Observation 17345cfc-6591-4898-9e2f-483ed2b4606b · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Machine learning-assisted structure annotation of natural products based on ms and nmr data
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b46dc4d-dccb-4bdc-b98c-d251633c7c3e · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Nuclear magnetic resonance and artificial intelligence
Reference 13
Source-reported events for the cited work
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Observation 951dcb07-9a1e-4542-9243-0bd4ad056314 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Deep learning-assisted spectrum–structure correlation: state-of-the-art and perspectives
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4152c68d-c538-486c-bc7e-39e2373d31bd · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation A framework for automated structure elucidation from routine nmr spectra
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0e5f1dd0-f3cf-4ea4-b9cc-96fc3fdec84a · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Reinforcement learning: A survey
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bddcd015-fc6f-460c-a879-f1678b3f0bcc · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Deep reinforcement learning: A brief survey
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b8fad2f-9f74-43c6-bbd3-b99ef940d0f4 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Deep reinforcement learning for molecular inverse problem of nuclear magnetic resonance spectra to molecular structure
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 295c7607-2820-4d22-84b6-6947b0d0f629 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Deepspinn-multimodal deep learning for molecular structure prediction from infrared and nmr spectra
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5981a3dc-ef49-46c6-93b7-4f55fb96dd10 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Transformer in transformer
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5feb688-8fbf-4d93-8964-bd99c347dda3 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Attention is all you need
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43f7776e-ed75-4884-8ebd-9bdd6aa244b9 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Accurate and efficient structure elucidation from routine one-dimensional nmr spectra using multitask machine learning
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 852c3c8a-e4af-4fae-b39c-bfbfe0f249fa · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Unraveling molecular structure: A multimodal spectroscopic dataset for chemistry
Reference 23
Source-reported events for the cited work
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Observation cac327ec-a957-40d2-bdc4-5b42b29146a4 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Learning the language of nmr: Structure elucidation from nmr spectra using transformer models
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1ac9c19e-4132-4139-98e0-715004cb742b · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Deep autoregressive networks
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 992c6795-9cd3-4d52-9263-0723db0e9a87 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Diffusion-based graph generative methods
Reference 26
Source-reported events for the cited work
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Observation 520fb5fd-59d7-4820-bccc-9c83447d5a2d · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Structured denoising diffusion models in discrete state-spaces
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1cd5714-a4a6-4c46-a6d8-cfc091161eca · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation DiGress: Discrete Denoising diffusion for graph generation
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0eaf56ae-b72b-47c2-8e3b-4c8f1ce18f63 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation MADGEN: Mass-Spec attends to De Novo Molecular generation
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1a024a8-b342-46a7-83a8-e96b80326970 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Diffusion models in vision: A survey
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57daa30e-a4be-4385-8f35-eae7bf39ace6 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Denoising diffusion probabilistic models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdb31cec-d27f-4d62-a83b-b20898ac960c · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Transformer for Graphs: An Overview from Architecture Perspective
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 961654a2-a2ea-41e4-b5c9-52e656cbf949 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Heterogeneous graph transformer
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3f4c029-7858-4252-9c93-d4dbf5ef9d7e · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Gnn-film: Graph neural networks with feature-wise linear modulation
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 516c1979-c460-451f-b9e5-469c31d7514d · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Crossvit: Cross-attention multi-scale vision trans- former for image classification
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac1d2cdb-a3bc-41c4-bd59-8bc4d5e53a99 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Multi-modality cross attention network for image and sentence matching
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8ae14c85-c4e3-4028-aa90-766be2800f5a · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Diffusion autoen- coders: Toward a meaningful and decodable representation
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c6923a43-481b-4f78-b783-4bc366882b8f · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Diffusion model as representation learner
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba6e67ae-ce76-4950-b972-71d4fd87648f · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Diffusion Models and Representation Learning: A Survey
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b6e953d-52b8-4807-a164-b7f1a71e397f · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Diffusion-Based Representation Learning
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 894c0f08-01bb-41f2-9440-c10d219c393a · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Graph contrastive learning with augmentations
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c978508e-cd83-4538-a898-2a19d98837f1 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Contrastive representation learning: A framework and review
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fe17fa04-8cc3-435d-8f78-00f5fdd50842 · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation Cross-modal retrieval between 13c nmr spectra and structures for compound identification using deep contrastive learning
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ac6f99d3-275b-454c-b8a4-222d710bc3ca · outbound
DiffNMR: Diffusion Models for Nuclear Magnetic Resonance Spectra Elucidation The generation of a unique machine description for chemical structures-a technique developed at chemical abstracts service
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.