Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:19:55.736875Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2501.13337.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:19:55.736875Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d5f2bfc1-7d70-436a-b1b4-721bf92a32a3 · outbound
Generative Multi-Form Bayesian Optimization Efficient aerodynamic shape optimization with deep- learning-based geometric filtering,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ba3a5ac8-d720-4374-a1d3-ecc805211de6 · outbound
Generative Multi-Form Bayesian Optimization Hull-form stochastic optimization via computational-cost reduction methods,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9ad815e8-4009-42e6-8804-d00f973ae559 · outbound
Generative Multi-Form Bayesian Optimization Sample-Efficient Optimization in the Latent Space of Deep Generative Models via Weighted Retraining
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation aa227b60-0c79-485b-9b7d-65a5369e7c6a · outbound
Generative Multi-Form Bayesian Optimization Airfoil Design Parameterization and Optimization using B\'ezier Generative Adversarial Networks
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 441d5e9f-3133-41c9-8bdb-f193124757ab · outbound
Generative Multi-Form Bayesian Optimization A b-spline-based generative adversarial network model for fast interactive airfoil aerodynamic optimization,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ba4f6d6b-edcf-4684-b6fa-1759598e4c7f · outbound
Generative Multi-Form Bayesian Optimization Grammar variational autoencoder,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ae71035f-51db-4080-846c-5d79473805d5 · outbound
Generative Multi-Form Bayesian Optimization Constrained Bayesian Optimization for Automatic Chemical Design
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a1befbe8-537a-47f3-b62c-4d0defa2f3a2 · outbound
Generative Multi-Form Bayesian Optimization Aerodynamic design optimization and shape exploration using generative adversarial networks,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b307b4db-17fd-4d01-be2e-2ff51f21a5d7 · outbound
Generative Multi-Form Bayesian Optimization Structured variationally auto-encoded optimiza- tion,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2c5dc202-0b6b-42f9-88b5-b09ac8a75195 · outbound
Generative Multi-Form Bayesian Optimization Synthesizing the preferred inputs for neurons in neural networks via deep generator networks,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5df1b7cb-6d27-44ee-9239-f48676a40551 · outbound
Generative Multi-Form Bayesian Optimization Neural Architecture Optimization
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 701916f8-6de4-4cb4-97f1-c49a59d29dee · outbound
Generative Multi-Form Bayesian Optimization Microstructural materials design via deep adversarial learning methodology,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1a38e439-59d6-4299-b8dc-d6afe92b5c26 · outbound
Generative Multi-Form Bayesian Optimization Automatic chemical design using a data-driven continuous representation of molecules,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 44673ee4-4a8f-4fe1-932a-e5eeac537d73 · outbound
Generative Multi-Form Bayesian Optimization Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 02442821-5fe0-4d45-b8da-9404f21503fa · outbound
Generative Multi-Form Bayesian Optimization Insights on transfer optimization: Because experience is the best teacher,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00ab1978-dcaa-4a42-a903-05d7d6fc716c · outbound
Generative Multi-Form Bayesian Optimization Curbing negative influences online for seamless transfer evolu- tionary optimization,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8d37f56-8b68-4c89-81ef-db77f42b1858 · outbound
Generative Multi-Form Bayesian Optimization Toward adaptive knowledge transfer in multifactorial evolutionary computation,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6c00ba0a-0436-4ca1-9f5a-6473d363eb83 · outbound
Generative Multi-Form Bayesian Optimization Evolutionary multitasking for multiobjective optimization with subspace alignment and adaptive differential evolution,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fee60050-dcb7-4d1a-8454-2eda145caf6a · outbound
Generative Multi-Form Bayesian Optimization A meta-knowledge transfer-based differential evolution for multitask optimization,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e9a60a4e-9f9c-44b8-b6d3-7c6e6b107b1c · outbound
Generative Multi-Form Bayesian Optimization Evolutionary multitasking across single and multi- objective formulations for improved problem solving,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bf28e8a7-49bb-4450-9824-33cf0645b283 · outbound
Generative Multi-Form Bayesian Optimization A study on multiform multi-objective evolutionary optimization,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 37d04fd9-746e-44c2-a4e0-744f066526e2 · outbound
Generative Multi-Form Bayesian Optimization Multimodal optimization enhanced cooperative coevolution for large-scale optimization,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4c58d322-af18-4fb7-9e3d-a3e0b5fdf2ac · outbound
Generative Multi-Form Bayesian Optimization Efficient generalized surrogate-assisted evolutionary algorithm for high- dimensional expensive problems,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 371273cd-ad6f-47fa-b2dc-439185506b69 · outbound
Generative Multi-Form Bayesian Optimization A social learning particle swarm optimization algorithm for scalable opti- mization,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 18790d2a-896d-4803-882a-3c1dcaa1539c · outbound
Generative Multi-Form Bayesian Optimization Committee-based active learning for surrogate-assisted particle swarm optimization of expensive problems,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fd0e35a8-f134-4527-bb3c-6dd93c78fc31 · outbound
Generative Multi-Form Bayesian Optimization A Tutorial on Bayesian Optimization
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faeb78e0-12e6-4144-bb4e-79fbfc53c24d · outbound
Generative Multi-Form Bayesian Optimization Funneled bayesian optimization for design, tuning and control of autonomous systems,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0bc4bc8f-921e-4bc9-be98-6ca54572afdb · outbound
Generative Multi-Form Bayesian Optimization Good practices for Bayesian Optimization of high dimensional structured spaces
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7bcab035-f3c1-4429-b88f-23bb0d443356 · outbound
Generative Multi-Form Bayesian Optimization Calibrated and recalibrated expected improvements for bayesian optimization,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c833ba0-60f9-4c0b-bc4f-2832d6ebab3c · outbound
Generative Multi-Form Bayesian Optimization Generalizing transfer bayesian optimization to source-target heterogeneity,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6af80dd8-7ae7-41c6-a4b1-93e11fdf09af · outbound
Generative Multi-Form Bayesian Optimization Auto-Encoding Variational Bayes
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 233311ff-f4c3-4fc9-8740-8f41512aafc6 · outbound
Generative Multi-Form Bayesian Optimization Generative adversarial nets,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7bacb990-cdfe-4aae-9f57-0de680c19817 · outbound
Generative Multi-Form Bayesian Optimization Generative adversarial networks: An overview,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f6211261-5d45-41e6-94b6-6a07a5b5fae4 · outbound
Generative Multi-Form Bayesian Optimization Knowledge transfer through machine learning in aircraft design,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 24b01890-b932-4d72-b70e-86d8b3052fe0 · outbound
Generative Multi-Form Bayesian Optimization Efficient transfer learning method for automatic hyperparameter tuning,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cd648973-1677-4a06-8035-40ee9fe9a72d · outbound
Generative Multi-Form Bayesian Optimization Evolutionary transfer optimization-a new frontier in evolutionary computation research,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 74df7288-97ea-4467-a5e9-0be921db107c · outbound
Generative Multi-Form Bayesian Optimization A review on evolutionary multi-task optimization: Trends and challenges,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 761ae13a-c27b-4394-9c20-d93acd924742 · outbound
Generative Multi-Form Bayesian Optimization A flexible transfer learning framework for bayesian optimization with convergence guarantee,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation affc0cbb-c89b-4838-bd16-327db805d8d4 · outbound
Generative Multi-Form Bayesian Optimization Multi-objective multi-tasking optimization based on incremental learning,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e0cbd6c5-87e1-481c-8484-919d6eeacfb0 · outbound
Generative Multi-Form Bayesian Optimization Multi-task bayesian optimization,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91c34ed3-dd3e-4985-8ab3-30ed016d0ea4 · outbound
Generative Multi-Form Bayesian Optimization Reducing local optima in single-objective problems by multi-objectivization,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a6d486b6-0da9-41dc-8528-484495ce1c94 · outbound
Generative Multi-Form Bayesian Optimization Multiobjectivization by decomposition of scalar cost func- tions,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cb1ba860-e3db-4c95-82eb-570534a95c62 · outbound
Generative Multi-Form Bayesian Optimization Parallel multi-fidelity expected improvement method for efficient global optimization,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6b08ff7-a226-4440-8710-a3b391b4253d · outbound
Generative Multi-Form Bayesian Optimization Analysis of dataset selection for multi-fidelity surrogates for a turbine problem,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd7ab55b-6cad-4604-82fb-9c66ef44ff88 · outbound
Generative Multi-Form Bayesian Optimization Multi-fidelity bayesian optimization via deep neural net- works,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1059f8f7-45c4-482b-a1e0-1ff6e54a88a0 · outbound
Generative Multi-Form Bayesian Optimization Theoretical and numerical constraint-handling techniques used with evolutionary algo- rithms: a survey of the state of the art,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c653ae65-b0c2-4e47-a388-df7b11ea23f5 · outbound
Generative Multi-Form Bayesian Optimization Nash game based efficient global optimization for large-scale design problems,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 57e0d318-cd9b-4c5d-9bb9-46a18a9c6775 · outbound
Generative Multi-Form Bayesian Optimization Taking the human out of the loop: A review of bayesian optimization,
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 349c8959-0943-4990-ba21-54f600ba2634 · outbound
Generative Multi-Form Bayesian Optimization Gaussian processes for machine learning (gpml) toolbox,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 01a5b65e-43ef-44b3-88a1-a4d47029c83c · outbound
Generative Multi-Form Bayesian Optimization Parallel gaussian process optimization with upper confidence bound and pure exploration,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6be5547a-6300-4ccf-9695-0fd7d7d7e6bc · outbound
Generative Multi-Form Bayesian Optimization Efficient global optimization of expensive black-box functions,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5572ab28-f93f-4d64-8422-561f5e8ff82c · outbound
Generative Multi-Form Bayesian Optimization Infogan: Interpretable representation learning by information maximizing generative adversarial nets,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5c3000ed-8826-4dba-92dd-efe15940a1c0 · outbound
Generative Multi-Form Bayesian Optimization Metric-based mathematical derivation of efficient airfoil design variables,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1ec2bb6f-d36b-46b1-b656-3a8b8d9ea5dd · outbound
Generative Multi-Form Bayesian Optimization Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (cma-es),
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bf8e5713-def4-45be-96e5-6e42baa99eb5 · outbound
Generative Multi-Form Bayesian Optimization A fast kriging-assisted evolutionary algorithm based on incremental learn- ing,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5762f41f-f679-4c54-8726-7dc14cbe6a30 · outbound
Generative Multi-Form Bayesian Optimization Large sample properties of simulations using latin hypercube sampling,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 98186c05-8161-41a0-b958-54b0faff6f61 · outbound
Generative Multi-Form Bayesian Optimization Hierarchical surrogate-assisted evolutionary multi-scenario airfoil shape optimization,
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08ed1001-9733-4e68-b375-29913eca8867 · outbound
Generative Multi-Form Bayesian Optimization Summary of low-speed airfoil data, vol. 5,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 77f77cb9-022c-474d-944f-765dd3c34d8a · outbound
Generative Multi-Form Bayesian Optimization Xfoil: An analysis and design system for low reynolds number airfoils,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 775f3f72-83c7-4876-810e-a4de0f24afce · outbound
Generative Multi-Form Bayesian Optimization Generative design of decorative architectural parts,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
No inbound Pith citation observations are available.