A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment | Paper Citation Record

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This paper cites A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment

Reference 1

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Observation eef09670-dc75-40dc-939c-1f652067e296 · outbound

This paper cites trial-and-error.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment trial-and-error

Reference 2

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Observation 4e5e8382-83f5-4e37-8148-690caca9220b · outbound

This paper cites semantic-physics align- ment,.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment semantic-physics align- ment,

Reference 3

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Observation afcb0959-3701-4ed5-b971-3561bc82360d · outbound

This paper cites Clinical Trust.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Clinical Trust

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This paper cites However, several important caveats must be empha- sized.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment However, several important caveats must be empha- sized

Reference 5

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Unresolved cited work

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Observation 89e67cbc-ef80-41f0-a1e1-d1f2b482f3e8 · outbound

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Unresolved cited work

Reference 7

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This paper cites The TANS-FO pipeline scripts and trained inference weights are open-sourced at https://github.com/HAHA1122344/tans-fo-orthotics.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment The TANS-FO pipeline scripts and trained inference weights are open-sourced at https://github.com/HAHA1122344/tans-fo-orthotics

Reference 8

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Unresolved cited work

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Observation 5e41dd89-475b-4c06-bdd1-9e64a458c83e · outbound

This paper cites The remaining authors declare no known competing financial interests or personal relationships that could have influenced the work reported in this paper.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment The remaining authors declare no known competing financial interests or personal relationships that could have influenced the work reported in this paper

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Observation 3573259a-018b-469a-a8e7-ee8c7e0f3c23 · outbound

This paper cites an unresolved cited work.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Unresolved cited work

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Observation f60e82bd-3bcd-4e20-a121-8cf42fc1f2e3 · outbound

This paper cites All authors have read and agreed to the published version of the manuscript.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment All authors have read and agreed to the published version of the manuscript

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This paper cites A Systematic Review and Meta-Analysis of the Prevalence of Hallux Valgus in the General Population.Cureus2023,15, e42739.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment A Systematic Review and Meta-Analysis of the Prevalence of Hallux Valgus in the General Population.Cureus2023,15, e42739

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Observation 84b485a4-b07a-414c-8527-d2d651ec9286 · outbound

This paper cites Does Foot Shape Really Matter? Correlation of Patient- Reported Outcomes with Radiographic Parameters.Foot and Ankle Surgery2024,30, 202–208.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Does Foot Shape Really Matter? Correlation of Patient- Reported Outcomes with Radiographic Parameters.Foot and Ankle Surgery2024,30, 202–208

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This paper cites Achilles Tendinopathy Management: A Single-Blinded Placebo- Controlled Multicentre Trial.Physiotherapy2022,114, 1–10.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Achilles Tendinopathy Management: A Single-Blinded Placebo- Controlled Multicentre Trial.Physiotherapy2022,114, 1–10

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Resolution: verified exact; doi, observed 2026-08-01T20:28:26.337312Z

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Observation 7f389004-6fa3-4696-89f7-2ecc7879738c · outbound

This paper cites Advancing Ankle–Foot Orthosis Design through Biome- chanics, Robotics, and Additive Manufacturing.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Advancing Ankle–Foot Orthosis Design through Biome- chanics, Robotics, and Additive Manufacturing

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Resolution: verified exact; doi, observed 2026-08-01T20:28:26.035796Z

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Observation b9bdf7a8-e39f-48b5-8bdf-0cf567b4014f · outbound

This paper cites Flexible Lattice Structure Using Curved Struts Based on Body-Centered Cubic Structure Fabricated by Additive Manufacturing.Additive Manufacturing 2025,96, 104746.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Flexible Lattice Structure Using Curved Struts Based on Body-Centered Cubic Structure Fabricated by Additive Manufacturing.Additive Manufacturing 2025,96, 104746

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Observation 3c97c290-8003-40d2-82b6-b6d5caa7ccb9 · outbound

This paper cites New Technologies—3D Scanning, 3D Design, and 3D Printing in Footwear Customization.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment New Technologies—3D Scanning, 3D Design, and 3D Printing in Footwear Customization

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This paper cites The Impact of Digital Technology on Footwear Design and Manufacturing.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment The Impact of Digital Technology on Footwear Design and Manufacturing

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Observation bef0ec04-350e-4668-b511-67e5aa5f1737 · outbound

This paper cites Deep Learning Based Synthesis of MRI, CT and PET: Review and Analysis.Medical Image Analysis2024,91, 103042.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Deep Learning Based Synthesis of MRI, CT and PET: Review and Analysis.Medical Image Analysis2024,91, 103042

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Multi-Agent Bayesian Optimization for Unknown Design Space Exploration

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment CLIP-Mesh: Generating textured meshes from text using pretrained image-text models

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Text–to–3D Shape Generation.Computer Graphics Forum2024,43, 1–18

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment An Accessible and Efficient Finite Element Implementation for Multiscale Surrogate Modeling of Hyperelastic Materials.Finite Elements in Analysis and Design 2026,259, 104542

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Lattice Structures in Additive Manufacturing for Biomedical Applications: A Systematic Review.Polymers2025,17, 2285

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Isotropic Design and Mechanical Characterization of TPMS-Based Hollow Cellular Lattices.Composite Structures2022,296, 115876

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Computational Investigation of the Fluidic Properties of Triply Periodic Minimal Surface Lattices.Designs2024,8, 69

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Cementitious Composites Reinforced with 3D Printed Functionally Graded Polymer Lattices.Additive Manufacturing2021,47, 102327

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Application of Functionally Graded Shell Lattice as Infill in Additive Manufacturing.Materials2023,16, 4401

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This paper cites Improvement of Mechanical Properties of Personalized Insole Manufac- tured with Selective Laser Sintering.3D Printing and Additive Manufacturing2023,10, 435–444.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Improvement of Mechanical Properties of Personalized Insole Manufac- tured with Selective Laser Sintering.3D Printing and Additive Manufacturing2023,10, 435–444

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This paper cites Enhancing Walking Stability of Foot Deformities Patients by 3D-Printed Ankle-Foot Orthosis.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Enhancing Walking Stability of Foot Deformities Patients by 3D-Printed Ankle-Foot Orthosis

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Attention-Based Generative Adversarial Network in Medical Imaging: A Narrative Review.Computers in Biology and Medicine2022,151, 106283

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Geometric Deep Learning on Anatomical Meshes for the Prediction of Alzheimer’s Disease

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Inverse Design for Fluid-Structure Interactions Using Graph Network Simulators

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Physics-Informed Deep Learning for Modeling of Cylindrical Shells.Archive of Mechanical Engineering2026,73, 1–18

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Machine Learning Analysis to Predict the Need for Ankle-Foot Orthosis in Patients with Stroke.Scientific Reports2021,11, 18533

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Cranial Reconstruction Evaluation—Comparison of European Statistical Shape Model Performance.Bone Reports2022, 17, 101611

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment The Finite Element Analysis on Diabetic Foot Biomechanics with Three Foot-Insole Combinations

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment ANIR: Adaptive Neural Implicit Representation for 3D shape recon- struction and generation.Computer-Aided Design2025,179, 103938

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Efficient Biomedical Entity Linking: Clinical Text Stan- dardization with Low-Resource Knowledge Bases

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Large language model (LLM) assisted causal knowledge graph generation framework for engineering design.Journal of Engineering Design2026,35, 1–28

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment A Survey of Emerging Applications of Large Language Models for Problems in Engineering.Advanced Engineering Informatics2025,65, 103066

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment ChatDev: Communicative Agents for Software Development

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This paper cites Multi-Agent Deep Reinforcement Learning for Cooperative Computing Offloading.IEEE Transactions on Network and Service Management2023,20, 3892–3905.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Multi-Agent Deep Reinforcement Learning for Cooperative Computing Offloading.IEEE Transactions on Network and Service Management2023,20, 3892–3905

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Evaluating Large-Language-Model Chatbots to Engage Communities in Large-Scale Urban Planning.Artificial Intelligence for Engineering Design, Analysis and Manufacturing2024,38, e15

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Identifying Constitutive Parameters for Complex Hyperelastic Materials Using Physics-Informed Neural Networks.Soft Matter2024,20, 4521–4535

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A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Graph Attention Networks

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Observation 473bcf2f-a516-44a0-a3d3-561c36882d28 · outbound

This paper cites Graph Neural Network-based Surrogate Models for Finite Element Analysis.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Graph Neural Network-based Surrogate Models for Finite Element Analysis

Reference 49

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Observation af38f26f-9c8c-47b0-bf76-008abcf434d1 · outbound

This paper cites Multiple-input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics.Journal of Computational Physics2025,529, 113813.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Multiple-input Fourier Neural Operator (MIFNO) for source-dependent 3D elastodynamics.Journal of Computational Physics2025,529, 113813

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-01T20:27:57.230532Z

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Observation eb3d7ac1-008a-428b-af6f-496a74037d56 · outbound

This paper cites Design and manufacturing process of 3D printed ankle-foot orthoses for podiatry.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Design and manufacturing process of 3D printed ankle-foot orthoses for podiatry

Reference 51

Resolution: verified exact; doi, observed 2026-08-01T20:28:24.157638Z

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Observation c071f451-4ec2-4e7b-9b1b-5f1a037b49b8 · outbound

This paper cites Learning Mesh-Based Simulation with Graph Networks.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Learning Mesh-Based Simulation with Graph Networks

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T20:27:57.236504Z

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Observation b8d54685-b6ef-4902-bc16-2cadbff73662 · outbound

This paper cites Plantar Pressure Measurement Systems in Sports Biomechanics: A Review of Sensor Technologies.Sensor Review2026, ahead-of-print.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Plantar Pressure Measurement Systems in Sports Biomechanics: A Review of Sensor Technologies.Sensor Review2026, ahead-of-print

Reference 53

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Observation d6227ec1-fdc4-47ee-8bcc-78c36153b040 · outbound

This paper cites Deep Residual Learning for Image Recognition.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Deep Residual Learning for Image Recognition

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-01T20:27:57.243780Z

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Observation 21ff6eb3-f16c-4725-8557-22e78618c00f · outbound

This paper cites Occupancy Networks: Learning 3D Reconstruction in Function Space.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Occupancy Networks: Learning 3D Reconstruction in Function Space

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T20:27:57.247208Z

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Observation 5aba2665-a64b-4134-8839-1f6ef2cba3cd · outbound

This paper cites PolyGen: An Autoregressive Generative Model of 3D Meshes.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment PolyGen: An Autoregressive Generative Model of 3D Meshes

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-01T20:27:57.250540Z

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Unavailable: canonical work link unavailable.

Observation 0053ba85-319e-41fe-9481-d504141f6d30 · outbound

This paper cites Latent Multi-Scale Diffusion Model for Neural Implicit 3D Shape Generation.

A Research Prototype for Closed-Loop Generative Design of Customized Foot Orthoses via Semantic-Physics Alignment Latent Multi-Scale Diffusion Model for Neural Implicit 3D Shape Generation

Reference 57

Resolution: malformed identifier; no resolver link, observed 2026-08-01T20:27:57.254443Z

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