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Paper Citation Record · LEDGER

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss

As of 10 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2502.01296.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.01296 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T15:49:51.470924Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

29 of 29 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5eaf9422-c9f4-4416-b2a5-ae62f75be866 · outbound

This paper cites Odor prediction of whiskies based on their molecular composition,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Odor prediction of whiskies based on their molecular composition,

Reference 1

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Observation 83724f9d-802c-4761-9d21-107ee13ff047 · outbound

This paper cites Predicting human olfactory perception from chemical features of odor molecules,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Predicting human olfactory perception from chemical features of odor molecules,

Reference 2

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Observation 9a8b1208-cfbf-460d-ac5b-bca3a70b1e03 · outbound

This paper cites Smiles to smell: decoding the structure–odor relationship of chemical compounds using the deep neural network approach,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Smiles to smell: decoding the structure–odor relationship of chemical compounds using the deep neural network approach,

Reference 3

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Observation 655ccd35-cee0-46ae-a1f3-d7e7e27e685c · outbound

This paper cites Poi- 3dgcn: Predicting odor intensity of monomer flavors based on three- dimensionally embedded graph convolutional network,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Poi- 3dgcn: Predicting odor intensity of monomer flavors based on three- dimensionally embedded graph convolutional network,

Reference 4

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Observation 0a5ef478-3a2a-4fb8-ba6f-89da0d6ba535 · outbound

This paper cites A machine learning based computeraided molecular design/screening methodology for fragrance molecules,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss A machine learning based computeraided molecular design/screening methodology for fragrance molecules,

Reference 5

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Observation b2abeb26-f3ea-4f8a-ab08-bc29622fc5d5 · outbound

This paper cites Predicting odor from molecular structure: A multi-label classification approach,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Predicting odor from molecular structure: A multi-label classification approach,

Reference 6

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Observation e68320bc-a990-48b4-b92e-2877df89d88a · outbound

This paper cites Padel-descriptor: An open source software to calculate molecular descriptors and fingerprints,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Padel-descriptor: An open source software to calculate molecular descriptors and fingerprints,

Reference 7

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Source-reported events for the cited work

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Observation 9aa53e21-7912-4dbc-b6bb-72ad9fd0a6b9 · outbound

This paper cites Mordred: a molecular descriptor calculator,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Mordred: a molecular descriptor calculator,

Reference 8

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Source-reported events for the cited work

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Observation a8dcd600-316b-4c61-8de8-adda8579e2a9 · outbound

This paper cites Convolutional networks on graphs for learning molecular fingerprints,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Convolutional networks on graphs for learning molecular fingerprints,

Reference 9

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Source-reported events for the cited work

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Observation 1e6ebf5b-420a-41bc-b9f1-04f82abf673b · outbound

This paper cites A principal odor map unifies diverse tasks in olfactory perception,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss A principal odor map unifies diverse tasks in olfactory perception,

Reference 10

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Source-reported events for the cited work

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Observation 2bd90925-6e77-4869-a426-5d28e20c5155 · outbound

This paper cites Owsum: al- gorithmic odor prediction and insight into structure-odor relationships,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Owsum: al- gorithmic odor prediction and insight into structure-odor relationships,

Reference 11

Resolution
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Source-reported events for the cited work

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Observation 109d309a-2b1c-4c8b-9c5f-a36b740fbc12 · outbound

This paper cites Predictive modeling for odor character of a chemical using machine learning combined with natural language processing,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Predictive modeling for odor character of a chemical using machine learning combined with natural language processing,

Reference 12

Resolution
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Source-reported events for the cited work

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Observation c9baaaf9-ec92-499f-aa53-104d07a8098a · outbound

This paper cites Automatic chemical design using a data-driven continuous representation of molecules,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Automatic chemical design using a data-driven continuous representation of molecules,

Reference 13

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Observation 503db453-58b3-4e2e-baac-bbd5c66d34dc · outbound

This paper cites Cross-entropy loss functions: Theoretical analysis and applications,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Cross-entropy loss functions: Theoretical analysis and applications,

Reference 14

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Source-reported events for the cited work

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Observation d08ea891-b09b-417b-8548-27f25d68a579 · outbound

This paper cites Balanced energy regularization loss for out-of-distribution detection,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Balanced energy regularization loss for out-of-distribution detection,

Reference 15

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Source-reported events for the cited work

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Observation 84227d3f-5d4a-4a4f-9e7e-c204778fcb95 · outbound

This paper cites Leffingwell associates,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Leffingwell associates,

Reference 16

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Observation 2bd159a6-cd41-44f3-8ffe-e92defb52db0 · outbound

This paper cites Food, and cosmetics ingredients information,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Food, and cosmetics ingredients information,

Reference 17

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Observation a5e201ff-d4e2-460e-8d4d-59451b2be329 · outbound

This paper cites Local random feature approximations of the gaussian kernel,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Local random feature approximations of the gaussian kernel,

Reference 18

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Observation f8d7730b-f01e-4b69-a52b-9947e9b120b6 · outbound

This paper cites Random fourier feature-based deep learning for wireless communications,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Random fourier feature-based deep learning for wireless communications,

Reference 19

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This paper cites Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding,

Reference 20

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Observation 20cf6286-db67-4a98-aed0-ac6552013940 · outbound

This paper cites Spatial smoothing using graph laplacian penalized filter,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Spatial smoothing using graph laplacian penalized filter,

Reference 21

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Source-reported events for the cited work

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Observation 0579c0db-99d1-4d47-9442-e09e1f1f25e0 · outbound

This paper cites Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Machine Learning for Scent: Learning Generalizable Perceptual Representations of Small Molecules

Reference 22

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Source-reported events for the cited work

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Observation 6934cb43-d297-44d8-8050-33dfd0198767 · outbound

This paper cites Incorporating la- bel dependency into the binary relevance framework for multi-label classification,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Incorporating la- bel dependency into the binary relevance framework for multi-label classification,

Reference 23

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Source-reported events for the cited work

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Observation d87a5ccd-4567-4321-8ed1-d23af6ece5c0 · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Semi-Supervised Classification with Graph Convolutional Networks

Reference 24

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Observation f865dd48-1fb0-42b1-8cc4-5275118fee60 · outbound

This paper cites Subgraph generation applied in graphsage deal with imbalanced node classification,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Subgraph generation applied in graphsage deal with imbalanced node classification,

Reference 25

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verified fuzzy
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Source-reported events for the cited work

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Observation ec607e66-ff6f-4a58-8ddc-635ddcb66e9f · outbound

This paper cites Application of message passing neural networks for molecular property prediction,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Application of message passing neural networks for molecular property prediction,

Reference 26

Resolution
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Source-reported events for the cited work

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Observation 988ebcf7-80cf-4ce6-a911-4485eaaf786b · outbound

This paper cites Compression of molecular fingerprints with autoencoder networks,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Compression of molecular fingerprints with autoencoder networks,

Reference 27

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Source-reported events for the cited work

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Observation b45d6cd3-4dee-4ec6-ade8-2e849adc7675 · outbound

This paper cites Hierarchy-aware biased bound margin loss function for hierarchical text classification,.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Hierarchy-aware biased bound margin loss function for hierarchical text classification,

Reference 28

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Observation df36dd9a-4611-42d2-8e66-69ab6eb0fb01 · outbound

This paper cites Multi-Task Learning Using Uncertainty to Weigh Losses for Heterogeneous Face Attribute Estimation.

Molecular Odor Prediction with Harmonic Modulated Feature Mapping and Chemically-Informed Loss Multi-Task Learning Using Uncertainty to Weigh Losses for Heterogeneous Face Attribute Estimation

Reference 29

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verified exact
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Source-reported events for the cited work

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