Pith. sign in

Paper Citation Record · LEDGER

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction

As of 7 August 2026, this Paper Citation Record lists 100 of 127 outbound references and 0 inbound Pith citation observations for arXiv:2510.02578.

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

pith.paper-citation-record.v1
2510.02578 v6

Coverage vector

measured 100 of 127 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:42:55.674456Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

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

100 of 127 outbound references displayed

  • verified exact29
  • verified fuzzy0
  • unresolved71
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6497b527-7c61-4b78-89d8-a6f1f530f068 · outbound

This paper cites Harder, B.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Harder, B

Reference 1

Resolution
verified exact
doi, observed 2026-08-04T12:43:41.472501Z

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.

source=arxiv_source observed=2026-08-04T12:42:47.862454Z digest=sha256:a326f7b441ecf631847a72f2c1ab4f4a54f242e31a008163c3b1b29d1f77cd22

Observation c0b14efe-45ad-4de2-b519-cb9226fca7d6 · outbound

This paper cites Ballard, Joshua Bambrick, Sebastian W.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Ballard, Joshua Bambrick, Sebastian W

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:47.942980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:47.942980Z digest=sha256:b50b866c708410d31b414a06c57110ab4c894d4696c13bb1f896710e5014eb31

Observation f7963037-fdf7-41f9-b38a-fb3302885c7f · outbound

This paper cites Building Normalizing Flows with Stochastic Interpolants.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Building Normalizing Flows with Stochastic Interpolants

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:47.985080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:47.985080Z digest=sha256:a146c208465e6d09af2d2c453e5f7e5bcb3cf7de4ba41c75a794b245be14e375

Observation 524a7e6d-3f03-4553-93ba-b6cb1c12edf3 · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:48.015989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:48.015989Z digest=sha256:b12d525f6fa8f59d3f625e1e41be38144ec0ed66ab477758a9077a67f9b14fbf

Observation fea2de88-1462-454c-9923-1200a180ad74 · outbound

This paper cites Bodkin, Stefan Knapp, and Philip C.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Bodkin, Stefan Knapp, and Philip C

Reference 5

Resolution
verified exact
doi, observed 2026-08-04T12:43:41.366404Z

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.

source=arxiv_source observed=2026-08-04T12:42:48.056267Z digest=sha256:bc97f3a92733b2a4457d47e61ddde6445b93a6769afff25b899a1ed855d10a6f

Observation 4f71f328-fa51-4fcb-b927-829a49d02abd · outbound

This paper cites Evaluating the use of absolute binding free energy in fragment optimization.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Evaluating the use of absolute binding free energy in fragment optimization

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:48.171789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:48.171789Z digest=sha256:beebbb98a32527f693a80eb842cae8baf1c54e951e127fe2839c8a8c1706b567

Observation 780ba2ad-68f3-4c03-87c0-5ed93fbbb287 · outbound

This paper cites Guided docking as a data generation approach facilitates structure-based machine learning on kinases.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Guided docking as a data generation approach facilitates structure-based machine learning on kinases

Reference 7

Resolution
verified exact
doi, observed 2026-08-04T12:43:41.224807Z

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.

source=arxiv_source observed=2026-08-04T12:42:48.382507Z digest=sha256:d9d280f1bc625a2e30c2e9537ceee765a39b6f6117a0ac07e140811fe1baa1dc

Observation 59ebd880-0c67-40c2-9385-3b63b574dc38 · outbound

This paper cites Ballester and John B.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Ballester and John B

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:48.533245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:48.533245Z digest=sha256:3ff92b4d16c8bbb99323dd334c3337df753f021d1d98814c4f9f88bd5685d2a7

Observation 70a8fad7-60ee-4fee-981f-d5f9d8e86d6d · outbound

This paper cites Gfn2-xtb---an accurate and broadly parametrized self-consistent tight-binding quantum chemical method with multipole electrostatics and density-dependent dispersion contributions.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Gfn2-xtb---an accurate and broadly parametrized self-consistent tight-binding quantum chemical method with multipole electrostatics and density-dependent dispersion contributions

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:48.601020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:48.601020Z digest=sha256:67ce92b116767fa7ff247aaf6720c4e596dc952033ffbb2e7cf5524ca691e9d8

Observation 95d40718-2a4f-465a-a4d7-316056c68e25 · outbound

This paper cites Unprecedented selectivity and structural determinants of a new class of protein kinase CK2 inhibitors in clinical trials for the treatment of cancer.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Unprecedented selectivity and structural determinants of a new class of protein kinase CK2 inhibitors in clinical trials for the treatment of cancer

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:48.610908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:48.610908Z digest=sha256:13465c9c9a9020ef74c09a9f1c5af64eca98fd0e7a6254340469e950bf657a55

Observation 864b0aa7-ccfd-4169-8690-2352f83975f9 · outbound

This paper cites Bolton, Jie Chen, Sunghwan Kim, Lianyi Han, Siqian He, Wenyao Shi, Vahan Simonyan, Yan Sun, Paul A.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Bolton, Jie Chen, Sunghwan Kim, Lianyi Han, Siqian He, Wenyao Shi, Vahan Simonyan, Yan Sun, Paul A

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:48.654829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:48.654829Z digest=sha256:75a4556c9d83086e7516fb5323fdde07ecc2970b1ce348e66cada9b5aae9ecd2

Observation ff3ff2ab-3ef9-4ce8-8e16-d3cbdf5ef851 · outbound

This paper cites Absolute binding free energies: A quantitative approach for their calculation.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Absolute binding free energies: A quantitative approach for their calculation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:48.709816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:48.709816Z digest=sha256:3146ea635f35b5cd37d584e74d4b901cd4b30ea32cf8f1659026a3d9cd0c0a63

Observation c362fa0e-2c54-42fe-b76c-5e78e4cf41cb · outbound

This paper cites Prolif: a library to encode molecular interactions as fingerprints.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Prolif: a library to encode molecular interactions as fingerprints

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:48.770593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:48.770593Z digest=sha256:0986fb8bd1220fee451c1956cd04e913db06fd99335bc96038ae585e54178ecf

Observation a0992b7d-b1e0-4c21-82a6-4a38e729ca44 · outbound

This paper cites Deane, and Garrett M.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Deane, and Garrett M

Reference 14

Resolution
verified exact
doi, observed 2026-08-04T12:43:40.998362Z

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.

source=arxiv_source observed=2026-08-04T12:42:48.845374Z digest=sha256:e59b834e9751131c934bb5109584281b8fe4f5caba38f80295b404f55b5ffa54

Observation 145f6744-ad01-43c6-9ee0-05cf88dd571a · outbound

This paper cites Morris, and Charlotte M.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Morris, and Charlotte M

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:48.926513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:48.926513Z digest=sha256:3c2bf8f0f7d49053a4bbecb66ba9ac1409fadc5f038eda1c1e77dd0ad370aa81

Observation d9cba988-a5ae-46ed-a21b-6fb6fea4ad54 · outbound

This paper cites Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:48.949744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:48.949744Z digest=sha256:927969156eeea5e6f4afe39c70cb4513304cae05e104d0a3dafb868a0dc80e01

Observation cdadf04a-ec68-42e3-9228-5c5305917cd5 · outbound

This paper cites Relative binding free energy calculations in drug discovery: Recent advances and practical considerations.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Relative binding free energy calculations in drug discovery: Recent advances and practical considerations

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.032496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.032496Z digest=sha256:b48ce01c3eede1cbd7944b0ef2637059a00a609ba63ce04c84ea9d166406827c

Observation 8bb6e90a-f337-4af2-bf37-b85329116338 · outbound

This paper cites an unresolved cited work.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.116168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.116168Z digest=sha256:f515c3ff3cfde07c19a3021012e605b4ec953a72dc684a26c05851939c30bcd5

Observation 59b26f4b-440b-4cdf-8825-3dc06e17f8e0 · outbound

This paper cites Flowr: Flow matching for structure-aware de novo, interaction- and fragment-based ligand generation.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Flowr: Flow matching for structure-aware de novo, interaction- and fragment-based ligand generation

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.163210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.163210Z digest=sha256:36409fc45560c2b264dc7ecf740b1cecf26ea7621a53c409c7d294d94049f38f

Observation 8017542c-42c4-4552-bdc3-1f755a187581 · outbound

This paper cites an unresolved cited work.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.262769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.262769Z digest=sha256:1c273e243a3df28b046bea73e5a4d0784b139fa438e657862d2885084ad2f4a0

Observation 9c05ddab-4838-4c06-b78f-8f069f986aee · outbound

This paper cites Davis, Jeremy P.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Davis, Jeremy P

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.368702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.368702Z digest=sha256:59cf6ad39bb9b24cbfd0a22b70e54daed02439a4960989ca8494cf903760e7f4

Observation 4a07f142-77ae-413e-97d9-9cb88d603f7d · outbound

This paper cites Sequential monte carlo samplers.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Sequential monte carlo samplers

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.484259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.484259Z digest=sha256:d0b0171d711375a4c212f0760c2e366c5c561353ec44a7d0bed18a78089ffdf7

Observation 865ef754-81cc-4c12-b55e-fdc94c9818cf · outbound

This paper cites Plinder: The protein-ligand interactions dataset and evaluation resource.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Plinder: The protein-ligand interactions dataset and evaluation resource

Reference 23

Resolution
verified exact
doi, observed 2026-08-04T12:43:40.774995Z

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.

source=arxiv_source observed=2026-08-04T12:42:49.563917Z digest=sha256:5610d980241c239da11470c37983c02b30abaf7ba32aefd0977e705b4716fe19

Observation d3ae779d-00bf-443b-9d59-6193f1e0a88f · outbound

This paper cites Tillack, and Stefano Forli.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Tillack, and Stefano Forli

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.634656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.634656Z digest=sha256:8934e8eeed89cd854ce708e519ade33ef7ff8eff2e44235b2aa77983401caeb3

Observation 590d28ce-0943-4bc7-b775-6f4e0c58073f · outbound

This paper cites Robust and efficient implicit solvation model for fast semiempirical methods.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Robust and efficient implicit solvation model for fast semiempirical methods

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.718007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.718007Z digest=sha256:d9c759dd1d125d5448ad71f2e9f11fe8167444944ddb6b272e421361d318f8ae

Observation 7bc85c54-e221-44b7-a217-504d3df77d94 · outbound

This paper cites Absolute binding free energy calculations improve virtual screening in structure-based drug discovery.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Absolute binding free energy calculations improve virtual screening in structure-based drug discovery

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.846349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.846349Z digest=sha256:16e45ef5fbedee1f08d173a342127252d4c344e6f81b7e0e677858a7f73abaa5

Observation a80db88d-86e5-4979-95c0-2f9455ccbbd8 · outbound

This paper cites Syntalinker-hybrid: A deep learning approach for target specific drug design.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Syntalinker-hybrid: A deep learning approach for target specific drug design

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.900110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.900110Z digest=sha256:e7970445a038d3b7b203eca7c37e23f328d8bceedf40681c2aa149a74292a438

Observation caca2f61-f119-43cf-a937-c67ad0dca234 · outbound

This paper cites Francoeur, Tomohide Masuda, Jocelyn Sunseri, Andrew Jia, Richard B.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Francoeur, Tomohide Masuda, Jocelyn Sunseri, Andrew Jia, Richard B

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.964750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.964750Z digest=sha256:8b7e4d0a55cdc19271fb3456506283cdfe4ea1da1a2c56ef92a7d9591341147e

Observation 40ca127b-ce3e-4cd6-a7c4-47c972e5154f · outbound

This paper cites Friesner et al.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Friesner et al

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:49.997401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:49.997401Z digest=sha256:795c16549db20560c93452f526734d02446b3b7504e950ab79c85152cb9bb388

Observation 23db1f74-4d49-41be-a82e-72eb31f92ac4 · outbound

This paper cites Gumbart, Fran c ois Dehez, Beno \^i t Roux, Wensheng Cai, and Christophe Chipot.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Gumbart, Fran c ois Dehez, Beno \^i t Roux, Wensheng Cai, and Christophe Chipot

Reference 30

Resolution
verified exact
doi, observed 2026-08-04T12:43:40.570535Z

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.

source=arxiv_source observed=2026-08-04T12:42:50.012915Z digest=sha256:20083127bd9e74c450af7b4f7432db1773268d0eb3dfb06be1076da4ed1ef4f3

Observation 4696e5ee-c2ea-4ec1-9b6c-421e31a2bad0 · outbound

This paper cites Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:50.057233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:50.057233Z digest=sha256:aa97be6c0137b25750198750319dfd48880204e713db13a5894c4db621a7abc9

Observation f0bcf0cb-752b-4cd8-a5e4-0dc94ada4766 · outbound

This paper cites u ller, and Kristof T. Sch \.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction u ller, and Kristof T. Sch \

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:50.114618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:50.114618Z digest=sha256:3a438c8c15be42d658482b4f3a5a0a2772c3ef1fd71ee1344a2915c3f60a18ed

Observation 57c5cc69-c693-475a-a62b-498b03cc256c · outbound

This paper cites Autoregressive fragment-based diffusion for pocket-aware ligand design.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Autoregressive fragment-based diffusion for pocket-aware ligand design

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:50.171513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:50.171513Z digest=sha256:57c4065c96c50a22645047d8dc8516c5b997fd125e79038fcf7432b563b5176d

Observation 69e223d2-4f58-455c-bd8d-55e1fab64897 · outbound

This paper cites Gilson and Huan-Xiang Zhou.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Gilson and Huan-Xiang Zhou

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:50.215564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:50.215564Z digest=sha256:f3c66802f0c82ae3c781f50ba692c0d8060221e5e960eae5e1ef6aed35960b64

Observation 1e93f7c2-ba52-4a5d-9e20-f7d88e4160d9 · outbound

This paper cites Gilson, James A.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Gilson, James A

Reference 35

Resolution
verified exact
doi, observed 2026-08-04T12:43:40.285418Z

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.

source=arxiv_source observed=2026-08-04T12:42:50.261818Z digest=sha256:f28b2132874cb8e8e74860af0eb4d64ced557baf52aaa82c9aa77e2e38dabb68

Observation 2148458a-3f43-4814-9387-244d5656259d · outbound

This paper cites an unresolved cited work.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-04T12:43:40.002442Z

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.

source=arxiv_source observed=2026-08-04T12:42:50.318720Z digest=sha256:0309822a31660b1d5107b247d731ef19df9f59735e5302190ed621f6aaaee7f3

Observation 6883dad6-44d2-4eb2-a514-e74d20c015f3 · outbound

This paper cites Popowicz, Oliver Plettenburg, Grzegorz Dubin, Filipe Menezes, and Anna Czarna.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Popowicz, Oliver Plettenburg, Grzegorz Dubin, Filipe Menezes, and Anna Czarna

Reference 37

Resolution
verified exact
doi, observed 2026-08-04T12:43:39.731307Z

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.

source=arxiv_source observed=2026-08-04T12:42:50.351960Z digest=sha256:f2f239ca7987006ca31798f8ab2c91acfb1655aae8d831eecd5ea24f20cf51af

Observation 801b8fd4-d7a7-4e86-be82-017e91663c9e · outbound

This paper cites 3d equivariant diffusion for target-aware molecule generation and affinity prediction.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction 3d equivariant diffusion for target-aware molecule generation and affinity prediction

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:50.423277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:50.423277Z digest=sha256:4250cd33f5e194f94eda537e55aaf20788135dfcc448451b17343b46e8f0cdce

Observation e4f6e6ed-cf6f-4b9a-80a5-dfc1185d102b · outbound

This paper cites Link-invent: generative linker design with reinforcement learning.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Link-invent: generative linker design with reinforcement learning

Reference 39

Resolution
verified exact
doi, observed 2026-08-04T12:43:39.526059Z

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.

source=arxiv_source observed=2026-08-04T12:42:50.475072Z digest=sha256:75cbc29825c6e5a627a83182cdebd8547c0c52aa86683a8e5c137e5eb1a61642

Observation 1b491a57-fee6-485c-b102-89bf542a9b96 · outbound

This paper cites Hadfield et al.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Hadfield et al

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:50.586912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:50.586912Z digest=sha256:c30c6d0018450b53b0156ded2b80e29320b112bc496b301edccbe32541c82dd5

Observation e57095ca-7f57-4913-aeb8-9258454e93d7 · outbound

This paper cites Denoising diffusion probabilistic models.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Denoising diffusion probabilistic models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:50.702394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:50.702394Z digest=sha256:584a0a4fc69c7257c917c6877b4d41303d6d4fee450a497b6c0e377f0618000c

Observation b331dd00-ac53-401e-859c-f727f574bc8f · outbound

This paper cites Denoising Diffusion Probabilistic Models.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Denoising Diffusion Probabilistic Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:50.821369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:50.821369Z digest=sha256:e578f3e8925648ed30676c6d514e1b31677c2d934bc20f0012ec68e1aa7e4e3e

Observation 52b26f2f-0c7e-4eb5-ad74-7829f075b8c7 · outbound

This paper cites Free energy calculations by the molecular mechanics poisson–boltzmann surface area method.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Free energy calculations by the molecular mechanics poisson–boltzmann surface area method

Reference 43

Resolution
verified exact
doi, observed 2026-08-04T12:43:39.258524Z

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.

source=arxiv_source observed=2026-08-04T12:42:50.906139Z digest=sha256:8c6f1a810aa2316b85cd6bf12c0f0e21e3b4795c7084d0948af41638119137d9

Observation a2d05cf2-b9aa-4371-982a-964706719665 · outbound

This paper cites Equivariant diffusion for molecule generation in 3 D.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Equivariant diffusion for molecule generation in 3 D

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:50.984941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:50.984941Z digest=sha256:4ea3826fd54e82c3a5809bb00ff75fc5382b519708805a1866b26545393d4ed0

Observation 4e0d4309-26b8-4947-84c7-4ed699e9cdb5 · outbound

This paper cites Benson, Randy D.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Benson, Randy D

Reference 45

Resolution
verified exact
doi, observed 2026-08-04T12:43:39.000902Z

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.

source=arxiv_source observed=2026-08-04T12:42:51.067184Z digest=sha256:b11f36a12c2e117dc6b9c0cf566ee322eeae576848c30a87407cb7b09ab75a92

Observation f527d107-2040-4c76-a654-72bb70ec9d6d · outbound

This paper cites Equivariant 3d-conditional diffusion model for molecular linker design.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Equivariant 3d-conditional diffusion model for molecular linker design

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:51.100013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:51.100013Z digest=sha256:412a465744aa6bea7cb0c20fefee43c08ac1b0784fa16081b65098834ffd8502

Observation ed15c24b-2b0f-4670-98d6-55260dccffb5 · outbound

This paper cites Deep generative models for 3d linker design.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Deep generative models for 3d linker design

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:51.160332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:51.160332Z digest=sha256:f78a9a4b1efb0ff4aeab727bd92857b965f41622426f6cb2b6454677bd9e5366

Observation 27275738-0a59-4684-920a-9917c33bbe42 · outbound

This paper cites Irwin, Khanh G.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Irwin, Khanh G

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:51.217435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:51.217435Z digest=sha256:f51db845a40547d2e989de72e426fa63253d0d4ae8a4befd4a20289617bd9351

Observation 4701a4cb-101d-44f6-8c6e-0a0e25ca465f · outbound

This paper cites SemlaFlow -- Efficient 3D Molecular Generation with Latent Attention and Equivariant Flow Matching.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction SemlaFlow -- Efficient 3D Molecular Generation with Latent Attention and Equivariant Flow Matching

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:51.329675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:51.329675Z digest=sha256:05c6aa67fa9bfbdf013d819fe7e6f56a240d01c257816898fbfb4cd04510eee1

Observation fcf413b0-fa26-4c52-ad76-b45da64b11fe · outbound

This paper cites Interactiongraphnet: A novel and efficient deep graph representation learning framework for accurate protein--ligand interaction predictions.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Interactiongraphnet: A novel and efficient deep graph representation learning framework for accurate protein--ligand interaction predictions

Reference 50

Resolution
verified exact
doi, observed 2026-08-04T12:43:38.699580Z

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.

source=arxiv_source observed=2026-08-04T12:42:51.389365Z digest=sha256:5fbe84c73ccf2937e425fa90508c075fb67efda7d59376321c3e9250263ea9ca

Observation 24afa042-0972-4c8f-b552-8d7d1493bb44 · outbound

This paper cites k\_ DEEP : Protein–ligand absolute binding affinity prediction via 3d-convolutional neural networks.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction k\_ DEEP : Protein–ligand absolute binding affinity prediction via 3d-convolutional neural networks

Reference 51

Resolution
verified exact
doi, observed 2026-08-04T12:43:38.391332Z

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.

source=arxiv_source observed=2026-08-04T12:42:51.444720Z digest=sha256:6fa31b0e0036c86d17d0c58e98aa79dc5e27de144abd9f8e8abf387b6a9fe222

Observation b55003ef-47bf-43b4-ad6e-a87fd8c9eda5 · outbound

This paper cites Torsional Diffusion for Molecular Conformer Generation.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Torsional Diffusion for Molecular Conformer Generation

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:51.480769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:51.480769Z digest=sha256:ba6d6f03172296d40861adc1b72e6f6a510fea27670378ffa13468d7cc791e68

Observation aad77edb-fdc7-4dca-8c16-6bf68e4e3030 · outbound

This paper cites Johnston, Kun Yao, Zachary Kaplan, Monica Chelliah, Karl Leswing, Sean Seekins, Shawn Watts, David Calkins, Jackson Chief Elk, Steven V.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Johnston, Kun Yao, Zachary Kaplan, Monica Chelliah, Karl Leswing, Sean Seekins, Shawn Watts, David Calkins, Jackson Chief Elk, Steven V

Reference 53

Resolution
verified exact
doi, observed 2026-08-04T12:43:38.140280Z

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.

source=arxiv_source observed=2026-08-04T12:42:51.600921Z digest=sha256:fd91457b31a09239c90354053aaeb4ae46eb3f846eeb566e2199c2d652ce1f7b

Observation 677351e0-9aef-489a-b33a-abd3e28d7231 · outbound

This paper cites Development and validation of a genetic algorithm for flexible docking.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Development and validation of a genetic algorithm for flexible docking

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:51.658965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:51.658965Z digest=sha256:d8b1151b9425fb0dcaf2c1fb2143874aecb5c828d1c2fa6e079a3e4951a1cbd0

Observation ec19048a-3d1a-4e3b-96d4-9e6136941495 · outbound

This paper cites Jorgensen.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Jorgensen

Reference 55

Resolution
verified exact
doi, observed 2026-08-04T12:43:37.871995Z

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.

source=arxiv_source observed=2026-08-04T12:42:51.718801Z digest=sha256:a58cd66a06db065eb9280720e9dcdd9af32018f1afc1a5c5f3fedb82571ce0b2

Observation eb8a1f68-a617-4aa9-af4d-84fbd9da9ef7 · outbound

This paper cites Karlov, Sergey Sosnin, Maxim V.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Karlov, Sergey Sosnin, Maxim V

Reference 56

Resolution
verified exact
doi, observed 2026-08-04T12:43:37.657199Z

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.

source=arxiv_source observed=2026-08-04T12:42:51.765054Z digest=sha256:2d5a1fe90d1a008cc3b2a033268beb853948ee17a093851f9a3169447df8df0d

Observation e525605a-b062-4c4e-a0e7-063f8a1bb85e · outbound

This paper cites Inference-time scaling for flow models via stochastic generation and rollover budget forcing, 2025.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Inference-time scaling for flow models via stochastic generation and rollover budget forcing, 2025

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:51.826901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:51.826901Z digest=sha256:2e6fbb93095df901718806683372f45984c30ace7819d317427d71c8f340facf

Observation c6ea125e-d711-487b-beff-6dd4663a6ba3 · outbound

This paper cites Variational diffusion models.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Variational diffusion models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:51.919067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:51.919067Z digest=sha256:5a734b76aefa43e0503a467c20f5eb9c4f315e9a3540be4f704a20a83878ee38

Observation 956397f6-4edd-4ef5-9f62-3c4811507f19 · outbound

This paper cites an unresolved cited work.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Unresolved cited work

Reference 59

Resolution
verified exact
doi, observed 2026-08-04T12:43:37.374913Z

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.

source=arxiv_source observed=2026-08-04T12:42:52.028458Z digest=sha256:155ee7345f6b16a475877847e12d7ae5ba21d4e6de1ddbf813bd764ad2d4a354

Observation 7921eeed-5fa0-4598-bce5-ed8eb880856f · outbound

This paper cites A machine learning approach towards the prediction of protein--ligand binding affinity based on fundamental molecular properties.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction A machine learning approach towards the prediction of protein--ligand binding affinity based on fundamental molecular properties

Reference 60

Resolution
verified exact
doi, observed 2026-08-04T12:43:37.052054Z

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.

source=arxiv_source observed=2026-08-04T12:42:52.090620Z digest=sha256:98f657b9b17afa60b55f4f3e3662f4b757bdc58074f2441b770717875a3e51d2

Observation 1610eb69-9e08-43e2-a113-2c019f012eff · outbound

This paper cites Navigating the design space of equivariant diffusion-based generative models for de novo 3d molecule generation, 2023.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Navigating the design space of equivariant diffusion-based generative models for de novo 3d molecule generation, 2023

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:52.194603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:52.194603Z digest=sha256:a4ae9120aabc90e4ec1879eb2d1c24bb3c0f5e94a7426faffb45e11042392955

Observation b7cd0854-c2bd-48ff-9fdd-9e37c75200a8 · outbound

This paper cites Structural basis for the selective inhibition of Cdc2-Like kinases by CX-4945.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Structural basis for the selective inhibition of Cdc2-Like kinases by CX-4945

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:52.340745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:52.340745Z digest=sha256:eb989e1c431b1c75affcf44328d907367240f06a157bcedc6af02026ccaf2024

Observation e457cf4b-9a8c-4511-addc-3c5b3e118939 · outbound

This paper cites Fragfm: Efficient fragment-based molecular generation via discrete flow matching.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Fragfm: Efficient fragment-based molecular generation via discrete flow matching

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:52.450070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:52.450070Z digest=sha256:1be848f065ac4599e393213108654563cdec62e666a743b08f0f894474cc105e

Observation 7e7458ec-8a17-4662-961a-78b728741933 · outbound

This paper cites Shields, Thomas Merth, Punit K.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Shields, Thomas Merth, Punit K

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:52.559075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:52.559075Z digest=sha256:e0a733b70af0094565a8164545bce5438bc826b271f3064fcf8df37e5a45e693

Observation 37178d8b-65ab-4c85-aae1-4b12c1f0e5be · outbound

This paper cites Levine, Muhammed Shuaibi, Evan Walter Clark Spotte-Smith, Michael G.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Levine, Muhammed Shuaibi, Evan Walter Clark Spotte-Smith, Michael G

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:52.665217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:52.665217Z digest=sha256:3d7a9ca4785b03210afb9442487eeeb40b03456967ac243ba1e14a37741da05b

Observation 19a978b1-0c94-4075-8fda-ee8d507f3a06 · outbound

This paper cites Structure-aware interactive graph neural networks for the prediction of protein–ligand binding affinity.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Structure-aware interactive graph neural networks for the prediction of protein–ligand binding affinity

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:52.813326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:52.813326Z digest=sha256:90e4032a253566ef4ca9d21268d3643f834bee390c35475a42dcc949f8d33709

Observation 79e2c2f6-c5eb-454b-ab84-8b7baa60cb40 · outbound

This paper cites A high-quality data set of protein--ligand binding interactions via comparative complex structure modeling.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction A high-quality data set of protein--ligand binding interactions via comparative complex structure modeling

Reference 67

Resolution
verified exact
doi, observed 2026-08-04T12:43:36.856145Z

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.

source=arxiv_source observed=2026-08-04T12:42:52.901849Z digest=sha256:8123d150e563be988b2e240acc3b5e1813e85fc513b5914c737dbe58e02c8983

Observation 483df985-6371-44f9-b3d0-0d55fe6bbdd3 · outbound

This paper cites Assessing protein--ligand interaction scoring functions with the casf-2013 benchmark.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Assessing protein--ligand interaction scoring functions with the casf-2013 benchmark

Reference 68

Resolution
verified exact
doi, observed 2026-08-04T12:43:36.635256Z

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.

source=arxiv_source observed=2026-08-04T12:42:53.006952Z digest=sha256:0185215c95506ea97f2676e1857c8217ebbb0b3ab76fc69d360476309621fa23

Observation fe64e723-8298-4707-b6ef-48e511de5d05 · outbound

This paper cites Flow Matching for Generative Modeling.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Flow Matching for Generative Modeling

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.126732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.126732Z digest=sha256:dba2de863e330ec744b2f28a905e806825e10ae0f36eac90c6bb733cb32c7d34

Observation befd65f6-4569-41e1-9a79-291ef85aa983 · outbound

This paper cites Classification of current scoring functions.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Classification of current scoring functions

Reference 70

Resolution
verified exact
doi, observed 2026-08-04T12:43:36.381016Z

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.

source=arxiv_source observed=2026-08-04T12:42:53.190168Z digest=sha256:d1556494678f09ddef3ff018b1ff2b49c500ed10a3b1b9e8786d52a83a4abb70

Observation f6baa77a-16f9-4d51-a63c-baa765b7faa3 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.252713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.252713Z digest=sha256:1a5e87e41b6642e1a3138d7c43abd9bfbf685b8e8177b449d86604aa03b4f1ec

Observation d2b86f3c-b771-41e1-ae67-8a9da4fa845f · outbound

This paper cites An autoregressive flow model for 3d molecular geometry generation from scratch.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction An autoregressive flow model for 3d molecular geometry generation from scratch

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.364124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.364124Z digest=sha256:ecde190855a44592375599e3e6413fc156c846c38dc708d871d2fd2e5eeafbe5

Observation c6b7613b-3da1-43cd-abac-377c6eac60eb · outbound

This paper cites Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.497060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.497060Z digest=sha256:4ec188e57e9946debe5f76f47ab44380f77b90172dae6851de12313147746b70

Observation cb051b32-64c4-459a-8c1e-844ccf10bc48 · outbound

This paper cites Manning, D.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Manning, D

Reference 74

Resolution
verified exact
doi, observed 2026-08-04T12:43:36.073846Z

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.

source=arxiv_source observed=2026-08-04T12:42:53.520280Z digest=sha256:08dcea0d6af2f3633cbb209b019a31162256c0ab708f32d209451b27df08e5c5

Observation 94bdd5a5-d6e0-422b-8bde-b0f05e996b39 · outbound

This paper cites Morris, and Philip C.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Morris, and Philip C

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.581320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.581320Z digest=sha256:fac69fa7280421f44ad3d47a8c0c4e3325541478d4e236b76c08ebafc5423e54

Observation 98a81f44-4fe3-440f-a7b7-60e9cf9558c7 · outbound

This paper cites Popowicz.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Popowicz

Reference 76

Resolution
verified exact
doi, observed 2026-08-04T12:43:35.776580Z

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.

source=arxiv_source observed=2026-08-04T12:42:53.596675Z digest=sha256:b16e83422c5c2b303b0971e9a6e7eb0b708e4df3c87e9f5e45771d2c335002e6

Observation 9edfc877-0e6b-4c9a-a684-a530159bcf84 · outbound

This paper cites an unresolved cited work.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.654235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.654235Z digest=sha256:f586c5b3fee2d46997fe66ff2121dd97e6274fff1db9fbc40add322378806fef

Observation e9d31187-d0e3-4645-b2bd-404090cc5204 · outbound

This paper cites Mobley and Pavel V.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Mobley and Pavel V

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.757449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.757449Z digest=sha256:6d9a3a898c93434880d3a038adb1559124ff47fc9f86c6c2b0bfe580c0524a50

Observation 9588892a-8354-4b4d-bbf0-dba490c70d95 · outbound

This paper cites Accurate protein--ligand binding free energy estimation using qm/mm and the mining minima method.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Accurate protein--ligand binding free energy estimation using qm/mm and the mining minima method

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.833321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.833321Z digest=sha256:12911730fe5e68bee797e3f9cc805362878e1ac756571e76c52d483e0c27e789

Observation b2b3867b-3814-473c-96bb-2f42fe6325bc · outbound

This paper cites Quinn, Trung Nguyen, and Svetha Venkatesh.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Quinn, Trung Nguyen, and Svetha Venkatesh

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.908244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.908244Z digest=sha256:553c43dd586200a904c4c4c4e96095f00f56870f7c8696aff0ad0db4e823d452

Observation 2add5008-a242-4ea3-8b02-f61ef1eff691 · outbound

This paper cites O'Boyle, Michael Banck, Craig A.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction O'Boyle, Michael Banck, Craig A

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.957753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.957753Z digest=sha256:d3ceaab6e860fd382c58712e9b08fdee2890998fe6b0336aabcf6ff8a486f95d

Observation 47a29a99-0432-475e-80c8-6c9aee0526af · outbound

This paper cites O zt \"u rk, Arzucan \.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction O zt \"u rk, Arzucan \

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:53.984572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:53.984572Z digest=sha256:19b00b192c1ccad9cc6a7388f8fc7727b839235a41600f12c24aab1b4fac0a34

Observation 42a59397-cf48-4613-8634-538bd823c0ea · outbound

This paper cites Review and analysis of synthetic dataset generation methods and techniques for application in computer vision.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Review and analysis of synthetic dataset generation methods and techniques for application in computer vision

Reference 83

Resolution
verified exact
doi, observed 2026-08-04T12:43:35.488614Z

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.

source=arxiv_source observed=2026-08-04T12:42:54.038296Z digest=sha256:754fbf0a13871cda43148a9d49a2d32898e72da55c705326e6dae23b0c2cc040

Observation df28bb2f-15ce-44e2-b3bf-a49401c370b3 · outbound

This paper cites Sqm2.20: Semiempirical quantum-mechanical scoring function yields dft-quality protein--ligand binding affinity predictions in minutes.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Sqm2.20: Semiempirical quantum-mechanical scoring function yields dft-quality protein--ligand binding affinity predictions in minutes

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:54.074463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:54.074463Z digest=sha256:21204046513a7a7b0af094a5401279e354523a774cad83ffd62d6baa6ab49c6c

Observation a5935e75-dec3-4151-b73c-bc16af9d4fc0 · outbound

This paper cites Data augmentation techniques in natural language processing.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Data augmentation techniques in natural language processing

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:54.147129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:54.147129Z digest=sha256:21c0f3125863546ffbbebb6b27abbdf0a67b44485a0fb9cd1030dc1a819a3e89

Observation 6b0b2522-c1c4-4f84-98b3-ffeccef0ea2f · outbound

This paper cites Blum, and Lars Ruddigkeit.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Blum, and Lars Ruddigkeit

Reference 86

Resolution
verified exact
doi, observed 2026-08-04T12:43:35.267287Z

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.

source=arxiv_source observed=2026-08-04T12:42:54.239099Z digest=sha256:106f51431dc128f8c554431af8a1b32b06564a8516f3c25123ff9ccb822fbd94

Observation ca54e497-f938-4ed2-a60a-a3c1dd4268db · outbound

This paper cites Biggin, and Aniket Magarkar.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Biggin, and Aniket Magarkar

Reference 87

Resolution
verified exact
doi, observed 2026-08-04T12:43:35.013611Z

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.

source=arxiv_source observed=2026-08-04T12:42:54.265782Z digest=sha256:2940e65b50c9faa0977ff200e4fe7ca9adb423e41ff179da615515eb6cf4517a

Observation 490fb05f-eaae-42dd-a97a-1f616a713a80 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction High-Resolution Image Synthesis with Latent Diffusion Models

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:54.382287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:54.382287Z digest=sha256:c6b40388f459c3a25966a32bb6d6c6c73d7f786c4b494379eb3d9cb87c8c667f

Observation cd701f95-71b4-4982-96d6-55672f96c611 · outbound

This paper cites Ross, Chao Lu, Guido Scarabelli, and Lingle Wang.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Ross, Chao Lu, Guido Scarabelli, and Lingle Wang

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:54.569123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:54.569123Z digest=sha256:87e44ff2ca263bfb6b504484c2ddb5fbb92aa1a9e992102caa09e9b4c2249ff8

Observation f91ad312-c461-430a-96b6-83b33c449cf8 · outbound

This paper cites Madhavi Sastry, Matvey Adzhigirey, Tyler Day, Ramakrishna Annabhimoju, and Woody Sherman.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Madhavi Sastry, Matvey Adzhigirey, Tyler Day, Ramakrishna Annabhimoju, and Woody Sherman

Reference 91

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:54.711326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:54.711326Z digest=sha256:4f4dfc46765f506509bfe3b4b4fac8d21202a4789742787877be1f6877d1177f

Observation 6ec15ed3-0330-4b63-ac5c-c5f7958e723a · outbound

This paper cites Hadfield, Oliver M.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Hadfield, Oliver M

Reference 92

Resolution
verified exact
doi, observed 2026-08-04T12:43:34.776601Z

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.

source=arxiv_source observed=2026-08-04T12:42:54.823704Z digest=sha256:f77f672f8fbfdb3b4bca52ea8ae568a6943928fdb7072a1d2f153a4a676c4ff5

Observation fd82c09a-749b-49ca-9b29-9bf46ca531cb · outbound

This paper cites Structure-based Drug Design with Equivariant Diffusion Models.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Structure-based Drug Design with Equivariant Diffusion Models

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:54.882208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:54.882208Z digest=sha256:17d54e64af34982a5f955b09813a0d0646742ae1f19161b721b3530b49b8313c

Observation 2a28400e-5256-4d9a-b460-0fd5c5746591 · outbound

This paper cites Dobbelstein, Thomas Castiglione, Michael M.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Dobbelstein, Thomas Castiglione, Michael M

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:54.930540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:54.930540Z digest=sha256:f77e14b377abe22e1350c92036bcd7b514aeac0d885eafcb21ef3a52822c75bf

Observation 311bacd4-93c1-42a6-93a7-f30db4678acd · outbound

This paper cites Equivariant message passing for the prediction of tensorial properties and molecular spectra.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Equivariant message passing for the prediction of tensorial properties and molecular spectra

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:54.976314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:54.976314Z digest=sha256:9babad9468949baf12b6d23e189638910bcdb314bc818cd31e32357d36b036f7

Observation 4a48da63-c56f-410b-8896-61637db97ced · outbound

This paper cites Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning

Reference 96

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:55.071923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:55.071923Z digest=sha256:c04de2d28caaad674d374ad32e5daa168a413dbac6cc58dfbeeb096eb40af3b3

Observation fbf0a4a3-b45c-4ec2-9538-b0316c4eb19c · outbound

This paper cites A general framework for inference-time scaling and steering of diffusion models.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction A general framework for inference-time scaling and steering of diffusion models

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:55.138299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:55.138299Z digest=sha256:53e010fb9c7dedd40211b049bb521e7a31008cf1e949921b506d03aa490a5fa7

Observation 429a32a7-a9c6-49a9-9721-03d0b0c6ec0c · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:55.266766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:55.266766Z digest=sha256:3af228787f89f420ad352af7c1c321e744041e4980570407140d1b6db5be8d6e

Observation 16ea52bf-976a-434c-80ff-72dec4935f90 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Deep unsupervised learning using nonequilibrium thermodynamics

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:55.430249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:55.430249Z digest=sha256:3de96df1f3a55d97be0c3e43b52e3a77c9bf94ae3ec23ec3d0c5c1687b333c82

Observation 3d28f1af-fb07-442e-8c45-b27d6e4e7b45 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Score-Based Generative Modeling through Stochastic Differential Equations

Reference 101

Resolution
unresolved
no resolver link, observed 2026-08-04T12:42:55.620961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:42:55.620961Z digest=sha256:34874decb25eb1a585569a0252800b399c2da58863f4e607636892165920bcf8

Observation 75768321-e72a-4739-91c4-e11edfd6cd20 · outbound

This paper cites Clark Still, Anna Tempczyk, Ronald C.

FLOWR.root: A flow matching based foundation model for joint multi-purpose structure-aware 3D ligand generation and affinity prediction Clark Still, Anna Tempczyk, Ronald C

Reference 102

Resolution
verified exact
doi, observed 2026-08-04T12:43:34.537666Z

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.

source=arxiv_source observed=2026-08-04T12:42:55.674456Z digest=sha256:0e8d6d548b98963db03b74c62b4ead27a7a47974cea0b943ab588d1a9994d140

Pith citing papers

No inbound Pith citation observations are available.