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Paper Citation Record · LEDGER

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method

As of 20 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2501.00258.

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pith.paper-citation-record.v1
2501.00258 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:58:49.794779Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

50 of 50 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3851e073-787b-40d9-9ebb-23c640712bf4 · outbound

This paper cites McGuire, R.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method McGuire, R

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 61886d06-8420-43b6-b7ec-eebe28a9cf7b · outbound

This paper cites Optimal design of steel structures using standard sections,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Optimal design of steel structures using standard sections,

Reference 2

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 19f69706-96eb-4c2e-9361-b52e8a9401da · outbound

This paper cites Charged system search for optimal design of frame structures,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Charged system search for optimal design of frame structures,

Reference 3

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation cd71519a-1ad0-41bc-809e-2854b146d36d · outbound

This paper cites A low order, torsion deformable spatial beam element based on the absolute nodal coordinate formulation and bishop frame,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method A low order, torsion deformable spatial beam element based on the absolute nodal coordinate formulation and bishop frame,

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f733b41a-ab43-4809-8396-316b977b337a · outbound

This paper cites Genetic algorithms as an approach to config- uration and topology design,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Genetic algorithms as an approach to config- uration and topology design,

Reference 5

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 9a3cbf52-53fb-447a-aaad-20d1d67eb908 · outbound

This paper cites Automatic design syn- thesis and optimization of component-based systems by evolutionary algorithms,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Automatic design syn- thesis and optimization of component-based systems by evolutionary algorithms,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.541443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 8ba418b9-3f49-4d57-8efe-9b9c4ab8d04b · outbound

This paper cites On structural optimization of composite shell structures using a discrete constitutive parametrization,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method On structural optimization of composite shell structures using a discrete constitutive parametrization,

Reference 7

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 18e14d57-2253-4b90-931f-4986baa929e2 · outbound

This paper cites Configuration design of mechanical assemblies using an estimation of distribution algorithm and constraint programming,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Configuration design of mechanical assemblies using an estimation of distribution algorithm and constraint programming,

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 4ee2e938-1fcd-4fcd-8157-0796111605c9 · outbound

This paper cites Multi-speed gearbox synthesis using global search and non-convex optimization,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Multi-speed gearbox synthesis using global search and non-convex optimization,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.495921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 66055dbb-441e-4328-b95a-60a5657bafec · outbound

This paper cites Truss optimization with discrete design variables: a critical review,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Truss optimization with discrete design variables: a critical review,

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.480745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 3c66a97f-42cb-4dfa-bddb-80f6c925efbf · outbound

This paper cites Design of planar articulated mechanisms using branch and bound,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Design of planar articulated mechanisms using branch and bound,

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.606104Z digest=sha256:48c921b6afe800c0863d39e626df66405f0bc75c4dcc42035ffab6b6fdbaf963

Observation 6b60f157-1570-4973-b596-1f0d66d9f38d · outbound

This paper cites Plane frame optimum design environment based on genetic algorithm,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Plane frame optimum design environment based on genetic algorithm,

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation ede05baa-643b-483f-8593-e04eb9faf5c4 · outbound

This paper cites Size/geometry optimization of trusses by the force method and genetic algorithm,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Size/geometry optimization of trusses by the force method and genetic algorithm,

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 30f794b9-f894-4263-b9e0-e22436c82e63 · outbound

This paper cites Optimization of steel structures using distributed simulated annealing algorithm on a cluster of personal computers,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Optimization of steel structures using distributed simulated annealing algorithm on a cluster of personal computers,

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 5bc5cbe6-a6b6-4320-8829-f066a232e519 · outbound

This paper cites Discrete optimization of trusses by simulated annealing,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Discrete optimization of trusses by simulated annealing,

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation bb6d0e47-2cd1-4770-8aab-88ad1d7f7db3 · outbound

This paper cites A particle swarm ant colony optimization for truss structures with discrete variables,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method A particle swarm ant colony optimization for truss structures with discrete variables,

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f340b0f4-b00e-4fdb-b8ac-6304984d09f4 · outbound

This paper cites A heuristic particle swarm optimization method for truss struc- tures with discrete variables,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method A heuristic particle swarm optimization method for truss struc- tures with discrete variables,

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 85d6ac0e-b114-4b71-9b2e-af95267dd554 · outbound

This paper cites The complexity of procedures for determining min- imum weight trusses with discrete member sizes,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method The complexity of procedures for determining min- imum weight trusses with discrete member sizes,

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 562b1115-330d-45a1-9875-979294416454 · outbound

This paper cites A Brief Review of Nature-Inspired Algorithms for Optimization.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method A Brief Review of Nature-Inspired Algorithms for Optimization

Reference 19

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unresolved
no resolver link, observed 2026-08-10T22:58:49.646111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9ce9493e-5c62-41a5-9fc5-481bdb4fb17b · outbound

This paper cites A novel approach to discrete truss design problems using mixed integer neighborhood search,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method A novel approach to discrete truss design problems using mixed integer neighborhood search,

Reference 20

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d39b141a-d04f-482e-9ad4-2df6af4877e0 · outbound

This paper cites Design optimization of dynamic flexi- ble multibody systems using the discrete adjoint variable method,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Design optimization of dynamic flexi- ble multibody systems using the discrete adjoint variable method,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.320450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 2752a993-5283-4fa7-ae34-6c65bd53a0cb · outbound

This paper cites Concurrent multi-scale design optimization of com- posite frame structures using the Heaviside penalization of discrete material model,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Concurrent multi-scale design optimization of com- posite frame structures using the Heaviside penalization of discrete material model,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.305000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 27df7c88-e8e1-4618-aee7-58ddad3ea36f · outbound

This paper cites Gradient-based selection of cross sec- tions: a novel approach for optimal frame structure design,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Gradient-based selection of cross sec- tions: a novel approach for optimal frame structure design,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.289617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 03391ed8-dbbb-46c6-806b-127e03f9b9bb · outbound

This paper cites Discrete material selection and structural topology optimization of composite frames for maximum fundamental frequency with manu- facturing constraints,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Discrete material selection and structural topology optimization of composite frames for maximum fundamental frequency with manu- facturing constraints,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.274045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 53f8bdc8-1c7e-46d5-bc27-efe1c03c1a82 · outbound

This paper cites A bi-level methodology for solving large-scale mixed categorical structural optimization,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method A bi-level methodology for solving large-scale mixed categorical structural optimization,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.258698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation bb82df43-63b3-4d68-abe2-7879b686aca1 · outbound

This paper cites an unresolved cited work.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Unresolved cited work

Reference 26

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unresolved
raw_fallback, observed 2026-08-10T22:58:50.242958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b067f965-7820-445a-ab80-71dba40770f1 · outbound

This paper cites Categorical reparameterization with Gumbel-Softmax,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Categorical reparameterization with Gumbel-Softmax,

Reference 27

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation c71fca3a-79fd-4478-8814-f44a4499a59a · outbound

This paper cites The concrete distribution: A continuous relaxation of discrete random variables,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method The concrete distribution: A continuous relaxation of discrete random variables,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.211052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation f0547ae0-5b24-4717-b675-961a7cb69f16 · outbound

This paper cites an unresolved cited work.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Unresolved cited work

Reference 29

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unresolved
raw_fallback, observed 2026-08-10T22:58:50.195606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 8e1f5c46-f818-41b8-a898-8d6b13e342b0 · outbound

This paper cites A review of the Gumbel-max trick and its extensions for discrete stochasticity in machine learning,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method A review of the Gumbel-max trick and its extensions for discrete stochasticity in machine learning,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.180599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 4a1f032c-ae0a-4a86-b04f-8126a0637611 · outbound

This paper cites Boltzmann exploration done right,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Boltzmann exploration done right,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.164628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 49dc5d59-b4d2-4cbc-a54f-0f2b02f01ca7 · outbound

This paper cites Neural machine translation with Gumbel-greedy decoding,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Neural machine translation with Gumbel-greedy decoding,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.148648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0e83c610-262e-4d7e-bf8f-f18303ed57a7 · outbound

This paper cites Modeling point clouds with self-attention and Gumbel subset sampling,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Modeling point clouds with self-attention and Gumbel subset sampling,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.133616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.713766Z digest=sha256:d8238ec49d9ed73c9100b776079fd38c21d82f25917345940c485d84eb1e62af

Observation 00dbe0f4-081e-4340-80ca-b3578e2931ed · outbound

This paper cites Stochastic beams and where to find them: The Gumbel-top-k trick for sampling sequences without replacement,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Stochastic beams and where to find them: The Gumbel-top-k trick for sampling sequences without replacement,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.117461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.718268Z digest=sha256:0545aa3bdcc692855fc157e9ba09eda574bff2bb837ff9ced3fa5f1aad381977

Observation 58f37720-7265-4a0f-8143-39e30eb9b662 · outbound

This paper cites an unresolved cited work.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:58:50.102163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.722705Z digest=sha256:157bb1bb83dc862f34e7db80d463c867efb045fc37c6489b3cf5c1e2616b321e

Observation 9ef6821e-e121-4838-b397-988c64e3265d · outbound

This paper cites A* sampling,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method A* sampling,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.086157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.727640Z digest=sha256:2629120abd967eb12d505d6c8e1a95fea4fb854f86a83b477d42e2277b8d09f6

Observation 52ed0b6f-2414-4623-a275-cf6def43a33e · outbound

This paper cites VQ-W A V2VEC: Self-supervised learning of discrete speech representations,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method VQ-W A V2VEC: Self-supervised learning of discrete speech representations,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.070071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.732740Z digest=sha256:870bacf889ad1346c9947cdf933ce2f49cd870de29108898e5ae06d9bac542fc

Observation 77cf0d6c-d554-439d-a75a-66ebeb9f6dae · outbound

This paper cites Learning to branch for multi-task learning,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Learning to branch for multi-task learning,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.054703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.737899Z digest=sha256:24389f07afc1f0b9f42d099d984f4c0eb19766d7e3836e28e69b42c450b2f4c9

Observation ea8ce003-74ac-4465-9cc0-bbd47bab553a · outbound

This paper cites Operation-aware soft channel pruning using differentiable masks,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Operation-aware soft channel pruning using differentiable masks,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.039603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.742743Z digest=sha256:c40f490c64872ae3ad277503709a5e8d6824ff7d73ab2a7511a547f43e8b3b4c

Observation 7deb37e1-e1dd-4734-97c2-6ab8b2f49f4b · outbound

This paper cites Adjoint sensitivity analysis for differential-algebraic equations: The adjoint dae system and its numerical solution,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Adjoint sensitivity analysis for differential-algebraic equations: The adjoint dae system and its numerical solution,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.023531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.747517Z digest=sha256:5221eacccdbd6fb9830bb40d0a79dd1eb15a813c2d57fdebefed528285f0964a

Observation e1477c6c-0f44-493f-8fba-ee960cd350d1 · outbound

This paper cites Stacking sequence and shape optimization of laminated composite plates via a level-set method,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Stacking sequence and shape optimization of laminated composite plates via a level-set method,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:50.007613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.752199Z digest=sha256:89fff57f43f739a1e6adf8ac196e8d48aed4215cb037f44d21a6ba20be5648c2

Observation 6f441f3b-9926-46d0-8604-3c763826002f · outbound

This paper cites Multimodal truss structure design using bilevel and niching based evolutionary algorithms,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Multimodal truss structure design using bilevel and niching based evolutionary algorithms,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:49.991078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.756595Z digest=sha256:5aac869b7fb073e4d4b4f774863055cfe00181bb54527d2d489af625b6b83a18

Observation 06d8452e-f763-43ef-9df3-e9b37f152f29 · outbound

This paper cites Optimal design of continuum robots with reach- ability constraints,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Optimal design of continuum robots with reach- ability constraints,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:49.975575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.760956Z digest=sha256:5ac1fc611531f26a262a8da1f4c5ff7df92ed085f3ef71ff1bb9e7995533e073

Observation 0c6afe8a-7108-4d4e-9c70-075832c75eb3 · outbound

This paper cites Mine blast algorithm for opti- mization of truss structures with discrete variables,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Mine blast algorithm for opti- mization of truss structures with discrete variables,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:49.960128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.765824Z digest=sha256:793d7a0a95daf58456a98d4ac5b03bfa629eb85ead96c6d0a3f1f5cc4e7a632b

Observation e5c837c0-8274-4308-bb86-1a43a035b21a · outbound

This paper cites Water cycle, mine blast and improved mine blast algorithms for discrete sizing optimization of truss structures,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Water cycle, mine blast and improved mine blast algorithms for discrete sizing optimization of truss structures,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:49.943523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.770835Z digest=sha256:a80009d4f2c5f8434583c181ad768f052e4f8bb07cd3563df49d4ddbec1ec8d4

Observation c6151eb0-a661-4cb4-9238-52f4c8910342 · outbound

This paper cites A comparative study of CBO and ECBO for optimal design of skeletal structures,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method A comparative study of CBO and ECBO for optimal design of skeletal structures,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:49.923896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.775679Z digest=sha256:28470c5b0c0c441dd5104543193b24ce95430347b7289c15b944e8d5d3e1c8b4

Observation 1b937d5e-a3dd-4301-bc14-6b58be25cdef · outbound

This paper cites An adaptive elitist differential evolution for optimization of truss structures with discrete design variables,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method An adaptive elitist differential evolution for optimization of truss structures with discrete design variables,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:49.905856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.780379Z digest=sha256:e8a2dc1a4f0e90ac34637473a493dbaecee5f8efa38c5faafac0908929be2e1f

Observation dafbd35e-1e15-4a43-b872-be73251eacf6 · outbound

This paper cites an unresolved cited work.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:58:49.888717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.785161Z digest=sha256:027f2a65d042b112fb9aebcb8923cdd46fad935085adb892b72b40745908e47b

Observation 2ffef5e5-7054-4592-a6e8-343c93e4e614 · outbound

This paper cites Computational complexity of discrete optimization prob- lems,.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Computational complexity of discrete optimization prob- lems,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:58:49.872620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.789763Z digest=sha256:ec4aeaf659fcda956dd20a9c0098a3d0d02874263602d6c909748b52f8e68bcf

Observation 974a7327-800d-48bf-b94f-40ad9fdfd0e5 · outbound

This paper cites an unresolved cited work.

Optimal design of frame structures with mixed categorical and continuous design variables using the Gumbel-Softmax method Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:58:49.853036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-10T22:58:49.794779Z digest=sha256:149e30735929d7299b9f94499ca660d50fcdf19fcfa7252848451943d91a25a8

Pith citing papers

No inbound Pith citation observations are available.