Paper Citation Record · LEDGER

Optimization and Generation in Aerodynamics Inverse Design

As of 7 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 5 inbound Pith citation observations for arXiv:2602.03582.

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

pith.paper-citation-record.v1
2602.03582 v3

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:00:40.258379Z

measured 33 of 33 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T16:12:09.687589Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-01T22:16:16.086484Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9f47cbed-5cdd-4a15-95a8-dcb588c83187 · outbound

This paper cites 17 Optimization and Generation in Aerodynamics Inverse Design B.3.

Optimization and Generation in Aerodynamics Inverse Design 17 Optimization and Generation in Aerodynamics Inverse Design B.3

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:39.608575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 219b8396-0266-402c-8445-933997ac76b0 · outbound

This paper cites Shap-E: Generating Conditional 3D Implicit Functions.

Optimization and Generation in Aerodynamics Inverse Design Shap-E: Generating Conditional 3D Implicit Functions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.321941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f690726-8ecc-421a-972a-28a7aacfb4c5 · outbound

This paper cites Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review.

Optimization and Generation in Aerodynamics Inverse Design Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.482567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd57e6a2-acd2-43db-9684-2b1c4de79e17 · outbound

This paper cites Flow Matching Guide and Code.

Optimization and Generation in Aerodynamics Inverse Design Flow Matching Guide and Code

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.594482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a5a1cdb-d292-4d8f-8a72-8905733ef888 · outbound

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

Optimization and Generation in Aerodynamics Inverse Design Score-Based Generative Modeling through Stochastic Differential Equations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.735089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dd7b2d9-d80d-4a76-945d-80ee9b9acc61 · outbound

This paper cites Tripoptimizer: Generative 3d shape optimization and drag prediction using triplane vae networks.arXiv preprint arXiv:2509.12224,.

Optimization and Generation in Aerodynamics Inverse Design Tripoptimizer: Generative 3d shape optimization and drag prediction using triplane vae networks.arXiv preprint arXiv:2509.12224,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.863154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d8a6248-76f9-4231-bca8-4a27e0d68fe8 · outbound

This paper cites Transolver: A Fast Transformer Solver for PDEs on General Geometries.

Optimization and Generation in Aerodynamics Inverse Design Transolver: A Fast Transformer Solver for PDEs on General Geometries

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.919854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b477b2f2-1ae2-4f7c-96b9-0b64fedc4f33 · outbound

This paper cites 3d shapenets: A deep representation for volumetric shapes.

Optimization and Generation in Aerodynamics Inverse Design 3d shapenets: A deep representation for volumetric shapes

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.998471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56417ee0-5e38-495c-99d1-7530dea8a473 · outbound

This paper cites Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation.

Optimization and Generation in Aerodynamics Inverse Design Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:39.252319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5a90e0c-1ed4-4c32-875e-0bb915207323 · outbound

This paper cites 15 B.2 Proof of Theorem 2.2.

Optimization and Generation in Aerodynamics Inverse Design 15 B.2 Proof of Theorem 2.2

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:39.362596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6d6f169-e14f-4fce-b20f-1354719c0366 · outbound

This paper cites Guided generation.As discussed in Sec.

Optimization and Generation in Aerodynamics Inverse Design Guided generation.As discussed in Sec

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:39.466967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d515754e-8704-4775-b534-80ad56b571ca · outbound

This paper cites an unresolved cited work.

Optimization and Generation in Aerodynamics Inverse Design Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:39.836902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e95e051d-8cb0-4536-bb01-612845d85373 · outbound

This paper cites 34 Optimization and Generation in Aerodynamics Inverse Design G.

Optimization and Generation in Aerodynamics Inverse Design 34 Optimization and Generation in Aerodynamics Inverse Design G

Reference 90

Resolution: malformed identifier; no resolver link, observed 2026-08-03T05:00:39.953641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75088778-3270-4fb0-8db4-8c747e1b3900 · outbound

This paper cites step size.

Optimization and Generation in Aerodynamics Inverse Design step size

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:39.685138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c08db8-4113-48f2-b510-910cb23f8101 · outbound

This paper cites The critic shares the same backbone and uses the last token as the value head; it is trained for 104 steps with batch size 64 and learning rate 2×10 −4.

Optimization and Generation in Aerodynamics Inverse Design The critic shares the same backbone and uses the last token as the value head; it is trained for 104 steps with batch size 64 and learning rate 2×10 −4

Reference 256

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:40.111968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab9ed91b-f6af-4d07-a593-2310b2a62912 · outbound

This paper cites URL https://epubs.siam.

Optimization and Generation in Aerodynamics Inverse Design URL https://epubs.siam

Reference 2005

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.811504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6b6e71b-6872-45c8-9f70-375d1ce18c3b · outbound

This paper cites Planning with Diffusion for Flexible Behavior Synthesis.

Optimization and Generation in Aerodynamics Inverse Design Planning with Diffusion for Flexible Behavior Synthesis

Reference 2007

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.230579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bdbc15a-247f-426f-9354-62caed138ed6 · outbound

This paper cites D4RL: Datasets for Deep Data-Driven Reinforcement Learning.

Optimization and Generation in Aerodynamics Inverse Design D4RL: Datasets for Deep Data-Driven Reinforcement Learning

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:37.896103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d397f9f6-84c3-4501-bd7a-1b2a4765d850 · outbound

This paper cites Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material.

Optimization and Generation in Aerodynamics Inverse Design Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:37.957923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b3f5f24-ab3c-45ab-aa02-b546fcc08dd5 · outbound

This paper cites Native and Compact Structured Latents for 3D Generation.

Optimization and Generation in Aerodynamics Inverse Design Native and Compact Structured Latents for 3D Generation

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:39.086791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99baa57d-cecd-4a8b-b08d-205c63748d36 · outbound

This paper cites Diffusion Posterior Sampling for General Noisy Inverse Problems.

Optimization and Generation in Aerodynamics Inverse Design Diffusion Posterior Sampling for General Noisy Inverse Problems

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:37.757758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a048124c-8e6d-49f6-9933-79c1dfe67d8b · outbound

This paper cites Fourier Neural Operator for Parametric Partial Differential Equations.

Optimization and Generation in Aerodynamics Inverse Design Fourier Neural Operator for Parametric Partial Differential Equations

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.539025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6236212-3779-432a-bb0a-1d96966a261d · outbound

This paper cites Physgen: Physically grounded 3d shape generation for industrial design.arXiv preprint arXiv:2512.00422,.

Optimization and Generation in Aerodynamics Inverse Design Physgen: Physically grounded 3d shape generation for industrial design.arXiv preprint arXiv:2512.00422,

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:39.172892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39a3a689-9c00-49dc-8576-7fd283cd610f · outbound

This paper cites Hyperparameters are tuned per method following Feng et al.

Optimization and Generation in Aerodynamics Inverse Design Hyperparameters are tuned per method following Feng et al

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:40.258379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00f36f2e-fdb7-4e19-8ca9-46046c7edf1e · outbound

This paper cites Point-E: A System for Generating 3D Point Clouds from Complex Prompts.

Optimization and Generation in Aerodynamics Inverse Design Point-E: A System for Generating 3D Point Clouds from Complex Prompts

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.675631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42c68f12-9c3c-498f-9b73-adad0334b833 · outbound

This paper cites Auto-Encoding Variational Bayes.

Optimization and Generation in Aerodynamics Inverse Design Auto-Encoding Variational Bayes

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.376032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62c089f0-f1e2-4746-9f83-7501f0e05669 · outbound

This paper cites On the Guidance of Flow Matching.

Optimization and Generation in Aerodynamics Inverse Design On the Guidance of Flow Matching

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:37.844530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f559432-d373-4933-a1c5-9fb47018b7ac · outbound

This paper cites and Martinelli, L.

Optimization and Generation in Aerodynamics Inverse Design and Martinelli, L

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:38.086757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 83702ff4-04a0-42e6-a58f-61af903e8b32 · inbound

Geometry-Aware Neural Optimizer for Shape Optimization and Inversion cites this paper.

Geometry-Aware Neural Optimizer for Shape Optimization and Inversion Optimization and Generation in Aerodynamics Inverse Design

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-29T03:04:37.064339Z

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.

Observation 003a486c-7df0-4711-bca9-52e0db348555 · inbound

Geometry-Aware Neural Optimizer for Shape Optimization and Inversion cites this paper.

Geometry-Aware Neural Optimizer for Shape Optimization and Inversion Optimization and Generation in Aerodynamics Inverse Design

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-29T03:04:37.064339Z

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.

Observation be216534-96ed-46b2-a281-6425206128e3 · inbound

Geometry-Aware Neural Optimizer for Shape Optimization and Inversion cites this paper.

Geometry-Aware Neural Optimizer for Shape Optimization and Inversion Optimization and Generation in Aerodynamics Inverse Design

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-29T03:04:37.064339Z

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.

Observation 592f322c-6f2b-4d39-a05b-bd58bfb44ee0 · inbound

Planar Symmetric Pattern Generation cites this paper.

Planar Symmetric Pattern Generation Optimization and Generation in Aerodynamics Inverse Design

Reference 66

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T22:16:16.087734Z

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.

Observation 608c862a-5234-479a-b636-8194db60eac5 · inbound

Knowledge-Constrained Shape Optimization with a Mixture-of-Experts Neural Operator for High-Confidence Design cites this paper.

Knowledge-Constrained Shape Optimization with a Mixture-of-Experts Neural Operator for High-Confidence Design Optimization and Generation in Aerodynamics Inverse Design

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T16:12:09.687589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.