Paper Citation Record · LEDGER

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation

As of 18 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2504.17656.

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

pith.paper-citation-record.v1
2504.17656 v3

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:40:12.373751Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

41 of 41 outbound references displayed

verified exact3
verified fuzzy22
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1078d48e-4c1f-4beb-9bca-8da81c1487f3 · outbound

This paper cites Design of functional and sustainable polymers assisted by artificial intelligence.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Design of functional and sustainable polymers assisted by artificial intelligence

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.974477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 25a5ced0-141c-40d5-a207-c191898ae07a · outbound

This paper cites Emerging materials intelligence ecosystems propelled by machine learning.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Emerging materials intelligence ecosystems propelled by machine learning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.960740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1cf7a3df-dd0c-45fc-a281-7c42448d573d · outbound

This paper cites Polymer Informatics Beyond Homopolymers.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Polymer Informatics Beyond Homopolymers

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:40:12.573949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d20aa780-cb92-4652-9e5b-5c9f15fd6111 · outbound

This paper cites Ai-assisted discovery of high-temperature dielectrics for energy storage.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Ai-assisted discovery of high-temperature dielectrics for energy storage

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.945232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7b58dd7d-d170-47ee-bac5-e8eee2cb5b59 · outbound

This paper cites Gas permeability, diffusivity, and solubility in polymers: Simulation-experiment data fusion and multi-task machine learning.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Gas permeability, diffusivity, and solubility in polymers: Simulation-experiment data fusion and multi-task machine learning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.929296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d09c81ec-cc7c-45c1-ae16-650564b2651d · outbound

This paper cites Polymer informatics: Current status and critical next steps.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Polymer informatics: Current status and critical next steps

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.228767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9a29a78-04c5-4472-8cff-f0a9875896a9 · outbound

This paper cites Machine-learning predictions of polymer properties with polymer genome.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Machine-learning predictions of polymer properties with polymer genome

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.904695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b91022fc-bd1a-4144-81c8-93dcebd1776d · outbound

This paper cites Polymer informatics at scale with multitask graph neural networks.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Polymer informatics at scale with multitask graph neural networks

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.889172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 64e34e79-7ffe-4f61-bf88-515d1afdc7f5 · outbound

This paper cites An Informatics Framework for the Design of Sustainable, Chemically Recyclable, Synthetically-Accessible and Durable Polymers.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation An Informatics Framework for the Design of Sustainable, Chemically Recyclable, Synthetically-Accessible and Durable Polymers

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:40:12.552825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c33e75e0-50a6-4d8e-9bae-ab2401a8c2f8 · outbound

This paper cites Design of polymers for energy storage capacitors using machine learning and evolutionary algorithms.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Design of polymers for energy storage capacitors using machine learning and evolutionary algorithms

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.875318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5be90cef-4172-43af-ab6c-8430d50f41de · outbound

This paper cites Polymers for extreme conditions designed using syntax-directed variational autoencoders.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Polymers for extreme conditions designed using syntax-directed variational autoencoders

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.861609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5652715c-1caa-44f3-803b-9a0944930a2b · outbound

This paper cites Polymer structure prediction from first principles.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Polymer structure prediction from first principles

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.847947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 187dc2fe-00c4-4815-97f1-6133feaa36e6 · outbound

This paper cites Polymer structure predictor (psp): a python toolkit for predicting atomic-level structural models for a range of polymer geometries.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Polymer structure predictor (psp): a python toolkit for predicting atomic-level structural models for a range of polymer geometries

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.833694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 06093887-df6e-4b45-9048-dc7be1475a5d · outbound

This paper cites Diffusion models: A comprehensive survey of methods and applications.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Diffusion models: A comprehensive survey of methods and applications

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.262103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e26e1b17-8121-45e7-a7ff-14230f3a9560 · outbound

This paper cites Flow Matching for Generative Modeling.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Flow Matching for Generative Modeling

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.266118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dba60944-e0ba-4815-ad6d-74f04cf0492e · outbound

This paper cites The open catalyst 2022 (oc22) dataset and challenges for oxide electrocatalysts.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation The open catalyst 2022 (oc22) dataset and challenges for oxide electrocatalysts

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.811128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d1004e31-efb9-4be3-b8c5-b7b45b4087ab · outbound

This paper cites Highly accurate protein structure prediction with alphafold.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Highly accurate protein structure prediction with alphafold

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.274251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d65df3-a564-4326-bdd4-f14994334a96 · outbound

This paper cites Crystal structure prediction by joint equivariant diffusion.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Crystal structure prediction by joint equivariant diffusion

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.788251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b96011e3-63af-4fa2-923e-ebb423764c96 · outbound

This paper cites Crystal Diffusion Variational Autoencoder for Periodic Material Generation.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Crystal Diffusion Variational Autoencoder for Periodic Material Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.282351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56a1d9e2-1fe8-4079-be27-127dc96c63d4 · outbound

This paper cites Flowmm: Generating materials with riemannian flow matching.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Flowmm: Generating materials with riemannian flow matching

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.774525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 20102783-dbec-4137-9258-7798a8c60ffb · outbound

This paper cites Accurate structure prediction of biomolecular interactions with alphafold 3.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Accurate structure prediction of biomolecular interactions with alphafold 3

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.290735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afe8ef01-1597-42f2-8808-fa58491f3edd · outbound

This paper cites Boltz-1: Democratizing biomolecular interaction modeling.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Boltz-1: Democratizing biomolecular interaction modeling

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.751309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 03ce12a2-01d8-4fa1-baaf-115659f1f115 · outbound

This paper cites Et-flow: Equivariant flow-matching for molecular conformer generation.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Et-flow: Equivariant flow-matching for molecular conformer generation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.737612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cc066f67-1940-41d2-bb7f-1957c6cc7edc · outbound

This paper cites Geometric Latent Diffusion Models for 3D Molecule Generation.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Geometric Latent Diffusion Models for 3D Molecule Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.302769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 392451d0-a599-40c2-b902-e8f0e2c9356f · outbound

This paper cites Moleculenet: a benchmark for molecular machine learning.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Moleculenet: a benchmark for molecular machine learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.306819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56319ba5-9a59-4171-be65-906946928c40 · outbound

This paper cites DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.310925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a488d0d-c213-4fe5-90a9-52b0cd2ef708 · outbound

This paper cites PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:40:12.472893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 873b4769-9ad2-4927-9141-2eb107050e80 · outbound

This paper cites High-throughput molecular dynamics simulations and validation of thermophysical properties of polymers for various applications.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation High-throughput molecular dynamics simulations and validation of thermophysical properties of polymers for various applications

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.714941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 506056e1-5fc4-4dae-baa6-bf1ac7272e8c · outbound

This paper cites Molecular simulations of thermomechanical properties of epoxy-amine resins.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Molecular simulations of thermomechanical properties of epoxy-amine resins

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.700333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e77d6326-331c-43ba-9f47-df70d08bf96b · outbound

This paper cites All-atom Diffusion Transformers: Unified generative modelling of molecules and materials.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation All-atom Diffusion Transformers: Unified generative modelling of molecules and materials

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.328062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de6bdb67-1f44-4cb8-a16d-fe6d686e65f9 · outbound

This paper cites Geom, energy-annotated molecular conformations for property prediction and molecular generation.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Geom, energy-annotated molecular conformations for property prediction and molecular generation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.685579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b1231bcd-1878-4b20-b6dc-1087f5b4ef91 · outbound

This paper cites Python materials genomics (pymatgen): A robust, open-source python library for materials analysis.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Python materials genomics (pymatgen): A robust, open-source python library for materials analysis

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.336437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eee717d-3f02-44b1-ad99-9b383e6ca9d9 · outbound

This paper cites Torsional diffusion for molecular conformer generation.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Torsional diffusion for molecular conformer generation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.660602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 092baf9d-d508-4471-8c06-f54042c33a68 · outbound

This paper cites Interaction networks for learning about objects, relations and physics.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Interaction networks for learning about objects, relations and physics

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.645978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0c2fd9a3-9a8c-4eac-9923-621af432743e · outbound

This paper cites Graph Neural Networks with Learnable Structural and Positional Representations.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Graph Neural Networks with Learnable Structural and Positional Representations

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.348683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7826d08-cc3b-4d0a-b716-cd74ca6fcced · outbound

This paper cites Benchmarking graph neural networks.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Benchmarking graph neural networks

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.353242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22d0e332-042f-4fc7-b8ce-c416ce316c20 · outbound

This paper cites an unresolved cited work.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:40:12.619347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 27ac2056-4cfc-4e14-9a08-50be1f85c0af · outbound

This paper cites Transformer for Graphs: An Overview from Architecture Perspective.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Transformer for Graphs: An Overview from Architecture Perspective

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.361458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 666e89d1-0254-4599-b5ea-bc1a108fcdf8 · outbound

This paper cites lddt: a local superposition-free score for comparing protein structures and models using distance difference tests.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation lddt: a local superposition-free score for comparing protein structures and models using distance difference tests

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.604963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2925eac2-745f-4cef-b8c8-ac7b961f1314 · outbound

This paper cites Murphy, and Tim Salimans.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Murphy, and Tim Salimans

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:40:12.589490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 08e589b7-0dcc-42aa-8ae0-ebb9a7916125 · outbound

This paper cites Harmonic Self-Conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design.

polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Harmonic Self-Conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T10:40:12.373751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.