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Paper Citation Record · LEDGER

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction

As of 18 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 0 inbound Pith citation observations for arXiv:2509.09619.

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

pith.paper-citation-record.v1
2509.09619 v1

Coverage vector

measured 88 of 88 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:49:00.079955Z

measured 88 of 88 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.

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measured 0 of 1 external citation measurements

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Reference resolution

88 of 88 outbound references displayed

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Outbound references

Observation b2eeee53-aff4-4c05-82a1-c5cad29b4c3d · outbound

This paper cites & Nicolaou, C.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Nicolaou, C

Reference 1

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 2

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This paper cites S., Riley, P.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction S., Riley, P

Reference 3

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This paper cites URL https://doi.org/10.1021/acs.jcim.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://doi.org/10.1021/acs.jcim

Reference 4

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This paper cites URL https://www.nature.com/articles/ s42256-021-00438-4.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://www.nature.com/articles/ s42256-021-00438-4

Reference 5

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This paper cites & Hahn, M.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Hahn, M

Reference 6

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This paper cites L., Leland, B.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction L., Leland, B

Reference 7

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This paper cites & Bender, A.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Bender, A

Reference 8

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 9

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This paper cites SMILES, a chemical language and information system.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction SMILES, a chemical language and information system

Reference 10

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Aspuru-Guzik, A

Reference 11

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Bjerrum, E

Reference 12

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Do˘ gan, T

Reference 13

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This paper cites SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction SMILES2Vec: An Interpretable General-Purpose Deep Neural Network for Predicting Chemical Properties

Reference 14

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This paper cites URL https://www.nature.com/articles/ s42256-022-00580-7.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://www.nature.com/articles/ s42256-022-00580-7

Reference 15

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 16

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Jegelka, S

Reference 17

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This paper cites URL https://www.ijcai.org/proceedings/2020/392.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://www.ijcai.org/proceedings/2020/392

Reference 18

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

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This paper cites & Lee, C.-K.Motif-based graph self-supervised learning for molecular property prediction, NIPS ’21, 15870–15882 (Curran Associates Inc., Red Hook, NY, USA, 2024).

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Lee, C.-K.Motif-based graph self-supervised learning for molecular property prediction, NIPS ’21, 15870–15882 (Curran Associates Inc., Red Hook, NY, USA, 2024)

Reference 20

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 21

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Barati Farimani, A

Reference 22

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://www.nature.com/articles/ s42256-023-00654-0

Reference 23

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This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.Nature Machine Intelligence1, 206–215 (2019).

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.Nature Machine Intelligence1, 206–215 (2019)

Reference 24

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This paper cites URL https://doi.org/10.1093/nar/gkv951.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://doi.org/10.1093/nar/gkv951

Reference 25

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Veeramachaneni, K

Reference 26

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction A., Poda, G

Reference 27

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This paper cites Pre-training Molecular Graph Representation with 3D Geometry(2021).

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Pre-training Molecular Graph Representation with 3D Geometry(2021)

Reference 28

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 29

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 30

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This paper cites Aromatic interactions at the ligand-protein interface: Implications for the development of docking scoring functions.Chemical Biology & Drug Design91, 380–390 (2018).

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Aromatic interactions at the ligand-protein interface: Implications for the development of docking scoring functions.Chemical Biology & Drug Design91, 380–390 (2018)

Reference 31

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This paper cites C.et al.3D Molecular Descriptors Important for Clinical Success.Journal of Chemical Information and Modeling53, 327–342 (2013).

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction C.et al.3D Molecular Descriptors Important for Clinical Success.Journal of Chemical Information and Modeling53, 327–342 (2013)

Reference 32

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://doi.org/10.1021/ acs.jmedchem.4c00652

Reference 33

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This paper cites L.et al.The effect of halogenation on blood-brain barrier permeability of a novel peptide drug.Peptides20, 1229–1238 (1999).

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction L.et al.The effect of halogenation on blood-brain barrier permeability of a novel peptide drug.Peptides20, 1229–1238 (1999)

Reference 34

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 35

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction A., Ismail, N

Reference 37

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction R., Schauperl, M

Reference 38

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This paper cites P.et al.Flavonoid and Chalcone Scaffolds as Inhibitors of BACE1: Recent Updates.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction P.et al.Flavonoid and Chalcone Scaffolds as Inhibitors of BACE1: Recent Updates

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Observation 30c0482c-e562-4178-8d8c-66d5b889a3b0 · outbound

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 40

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Observation c4b16593-0444-475a-b92a-a5552e45cb5a · outbound

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 41

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://doi.org/10.1021/jm3011405

Reference 42

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Reference 43

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https: //www.sciencedirect.com/science/article/pii/S0960894X06001636

Reference 44

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://www.sciencedirect.com/science/ article/pii/S0223523418304446

Reference 45

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Observation 20a84c1c-3070-4f4e-bd45-0f10e3240a74 · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 46

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Observation 2db833d0-3652-4090-b0ca-e93f9ebcc049 · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 47

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Observation ce962622-dc16-4fd2-a7e9-ffbfac1b717e · outbound

This paper cites & Stiefl, N.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Stiefl, N

Reference 48

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Observation b16d4ad1-ee0c-4e92-afe9-1beb4ed3884b · outbound

This paper cites URL https://doi.org/10.1186/ s13068-023-02401-4.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://doi.org/10.1186/ s13068-023-02401-4

Reference 49

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Observation cf2f4fa6-06f6-4d5c-863b-ff90b3ebded6 · outbound

This paper cites Hussein, A.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Hussein, A

Reference 50

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Observation 27f1b3bd-9884-408d-b075-f63192ef0181 · outbound

This paper cites URL https://www.frontiersin.org/journals/microbiology/articles/10.3389/ fmicb.2021.738896/full.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://www.frontiersin.org/journals/microbiology/articles/10.3389/ fmicb.2021.738896/full

Reference 51

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Observation eec46f68-6f91-4738-807e-ac6b9f48f066 · outbound

This paper cites B.et al.Recent Advances in Pyridine Scaffold: Focus on Chemistry, Syn- thesis, and Antibacterial Activities.BioMed Research International2023, 9967591 (2023).

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction B.et al.Recent Advances in Pyridine Scaffold: Focus on Chemistry, Syn- thesis, and Antibacterial Activities.BioMed Research International2023, 9967591 (2023)

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Observation a10a4f2f-ea38-44d6-b684-aa93f70b4870 · outbound

This paper cites P., Biabani, M.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction P., Biabani, M

Reference 53

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Observation cc03ffd9-484f-46af-9474-fc1b4505e212 · outbound

This paper cites C., Johnson, J.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction C., Johnson, J

Reference 54

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Observation 04f991c7-eaf2-4c63-84f2-4fe730216475 · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 55

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Observation 0499e210-3753-4c34-aaa4-a74231ce66ca · outbound

This paper cites RDKit: A software suite for cheminformatics, computational chemistry, and predictive modeling.Greg Landrum8, 31 (2013).

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction RDKit: A software suite for cheminformatics, computational chemistry, and predictive modeling.Greg Landrum8, 31 (2013)

Reference 56

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Observation f0217618-c668-44fd-9646-c1f1d296dfc1 · outbound

This paper cites URL https://www.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://www

Reference 57

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Observation 49881adb-8335-47d2-af27-26ec99fabf13 · outbound

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Sun, J

Reference 58

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Observation d25e9ca1-8c1a-4574-8ccb-c679b06b5852 · outbound

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Doll´ ar, P

Reference 59

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Observation dbf88331-ee85-4178-8694-f78a5f0f3194 · outbound

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 60

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Hinton, G

Reference 61

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Observation 086b32c3-cb6a-4122-b5d8-a2ba87d09a4c · outbound

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Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Neyshabur, B

Reference 62

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Observation a154f625-3d1b-4da7-a35d-0905a206bc50 · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 63

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Observation ed974c2e-36bb-4842-9473-dbf089712d15 · outbound

This paper cites F., Teixeira, A.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction F., Teixeira, A

Reference 64

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Source-reported events for the cited work

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Observation 5717b3c7-8d26-4310-ae07-e57720145532 · outbound

This paper cites URL https://tripod.nih.gov/tox21/challenge/.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://tripod.nih.gov/tox21/challenge/

Reference 65

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This paper cites M.et al.ToxCast Chemical Landscape: Paving the Road to 21st Century Toxicol- ogy.Chemical Research in Toxicology29, 1225–1251 (2016).

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction M.et al.ToxCast Chemical Landscape: Paving the Road to 21st Century Toxicol- ogy.Chemical Research in Toxicology29, 1225–1251 (2016)

Reference 66

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Observation 35ba850e-16b4-4763-89ce-1bf9eb0b303d · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 67

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 09ce28cc-5909-42b7-a04a-5c7bbc8f0953 · outbound

This paper cites M., Madhukar, N.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction M., Madhukar, N

Reference 68

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Observation 3919a0c9-4f1d-497e-9342-1368bddcb5c6 · outbound

This paper cites & Denny, R.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Denny, R

Reference 69

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 1c61ab50-de9b-4005-a3fe-eeaaa13e7a36 · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 70

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 99f44661-dade-4bc4-87fe-36d0fb863a81 · outbound

This paper cites URL https://wiki.nci.nih.gov/display/ NCIDTPdata/AIDS+Antiviral+Screen+Data.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://wiki.nci.nih.gov/display/ NCIDTPdata/AIDS+Antiviral+Screen+Data

Reference 71

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Observation 08a37a2a-0e54-4683-858a-7cb3fbc96c9f · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 72

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Observation 49bc38c7-0764-4b40-9ff3-cbc9ca3b6410 · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 73

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Observation db4c4d8c-d216-4a33-b034-ad7441a10e97 · outbound

This paper cites URL https://doi.org/10.1093/nar/gkr777.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://doi.org/10.1093/nar/gkr777

Reference 74

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unresolved
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Unavailable: canonical work link unavailable.

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Observation d311a585-2a4c-4f3d-8a6d-ee72b4a9897f · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 75

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verified exact
doi, observed 2026-08-04T18:59:34.298940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation cfb02da6-d11a-4464-b22e-419ea9e31f00 · outbound

This paper cites & von Lilienfeld, O.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & von Lilienfeld, O

Reference 76

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Observation 52921e88-597c-4059-a40b-33acce3f560b · outbound

This paper cites O., Rupp, M.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction O., Rupp, M

Reference 77

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Observation 98f31c01-e48e-4ac3-ae2d-792e3b023451 · outbound

This paper cites & Schmidt, F.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Schmidt, F

Reference 78

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 9fdf1ab6-ad77-422d-9ccf-54b384e573c7 · outbound

This paper cites URL https://doi.org/10.1021/acs.jmedchem.9b00959.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://doi.org/10.1021/acs.jmedchem.9b00959

Reference 79

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Observation 845bc8a2-e5cc-462f-891a-1647e1c5dbd5 · outbound

This paper cites & Pei, J.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Pei, J

Reference 80

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verified exact
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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This paper cites M.et al.A Deep Learning Approach to Antibiotic Discovery.Cell180, 688–702.e13 (2020).

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction M.et al.A Deep Learning Approach to Antibiotic Discovery.Cell180, 688–702.e13 (2020)

Reference 81

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Observation fd02b936-cbaf-4e33-b047-b3925d7add6f · outbound

This paper cites URL https://www.nature.com/articles/ s41467-020-18709-w.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction URL https://www.nature.com/articles/ s41467-020-18709-w

Reference 82

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Source-reported events for the cited work

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Observation 40b73b6d-c506-4b0d-909d-1199d2b0276c · outbound

This paper cites & Garwicz, D.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Garwicz, D

Reference 83

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 2ae08232-5c33-4cca-9edf-d10e70f77e1c · outbound

This paper cites Captum: A unified and generic model interpretability library for PyTorch.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Captum: A unified and generic model interpretability library for PyTorch

Reference 84

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 17113f6a-8c82-4683-91b9-b1e4249e23e1 · outbound

This paper cites & Yan, Q.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Yan, Q

Reference 85

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Source-reported events for the cited work

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Observation 22edfcdc-1702-4aac-b6c5-a442b48f55ea · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 86

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unresolved
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Source-reported events for the cited work

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Observation 0480e20e-b579-4032-8dda-96001ee797cc · outbound

This paper cites & Dominici, F.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction & Dominici, F

Reference 87

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unresolved
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Observation 2f09e29b-f48c-4300-b222-96b9e1a96c6d · outbound

This paper cites an unresolved cited work.

Functional Groups are All you Need for Chemically Interpretable Molecular Property Prediction Unresolved cited work

Reference 88

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Source-reported events for the cited work

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Pith citing papers

No inbound Pith citation observations are available.