Paper Citation Record · LEDGER

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors

As of 8 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2602.04119.

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

pith.paper-citation-record.v1
2602.04119 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:47:43.031818Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 11cb379f-8e30-4eb8-b874-7a5ee11c74c4 · outbound

This paper cites Fast adaptation We study a setting in which synthesizability constraints are revised after a model has already been trained.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors Fast adaptation We study a setting in which synthesizability constraints are revised after a model has already been trained

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:43.023018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ef57c57-2fa6-4c97-9e7f-134ccfaebd97 · outbound

This paper cites Each fragment can have one or several possible attachment points.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors Each fragment can have one or several possible attachment points

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:43.020136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90819281-f552-4d2f-9628-b53d823e3de8 · outbound

This paper cites Chemical reactions from US patents (1976- sep2016),.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors Chemical reactions from US patents (1976- sep2016),

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:43.008865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe237fc-fe55-42f7-81fc-81ba8d53fc77 · outbound

This paper cites 18 Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors C.4.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors 18 Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors C.4

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-08-03T04:47:43.031818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e72271ff-cfa0-49a5-a85e-b0f9edc53cec · outbound

This paper cites an unresolved cited work.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:43.025657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f2ab981-4b38-40cf-922c-12c7615c9005 · outbound

This paper cites We omit VE To rigorously evaluate sample efficiency, the optimization budget is strictly limited to 10,000 oracle calls.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors We omit VE To rigorously evaluate sample efficiency, the optimization budget is strictly limited to 10,000 oracle calls

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:43.029162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45a38737-5c39-4610-9538-d37a33a05221 · outbound

This paper cites an unresolved cited work.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:43.014517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aabe24a3-d4d5-4d0f-8bde-fd89e71367eb · outbound

This paper cites an unresolved cited work.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:43.017424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4bb7a7e-c137-416e-8558-5af2d009fc82 · outbound

This paper cites W., and Matusik, W.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors W., and Matusik, W

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:43.005685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 769e2f20-dc30-4ca6-bcef-96a69fce1a0d · outbound

This paper cites Genetic-guided GFlowNets for sample efficient molecular optimization.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors Genetic-guided GFlowNets for sample efficient molecular optimization

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:42.999941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb65fa6-c723-4ae8-b3e9-d05878804f38 · outbound

This paper cites Generative Artificial Intelligence for Navigating Synthesizable Chemical Space.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors Generative Artificial Intelligence for Navigating Synthesizable Chemical Space

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:42.992064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49cb90e-4282-4fbf-9056-6967f3f9d521 · outbound

This paper cites B., McLellan, S., Arnold, A., Tu, M.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors B., McLellan, S., Arnold, A., Tu, M

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:43.011602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 908688bc-be99-4e1b-9325-af29bc749f27 · outbound

This paper cites S., and Schwaller, P.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors S., and Schwaller, P

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:42.996814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 175652fc-595e-4c2f-9bc8-2f98bd5e088c · outbound

This paper cites Li, Y ., Zhang, L., and Liu, Z.

Synthesizable Molecular Generation via Soft-constrained GFlowNets with Rich Chemical Priors Li, Y ., Zhang, L., and Liu, Z

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-03T04:47:43.002877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.