Denoising diffusion models for inverse design of inflatable structures with programmable deformations | Paper Citation Record

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This paper cites A review of pneumatic actuators (modeling and control).

Denoising diffusion models for inverse design of inflatable structures with programmable deformations A review of pneumatic actuators (modeling and control)

Reference 1

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Denoising diffusion models for inverse design of inflatable structures with programmable deformations Efficient topology optimization in MATLAB using 88 lines of code

Reference 2

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This paper cites Balancing reconstruction error and kullback-leibler divergence in variational autoencoders.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Balancing reconstruction error and kullback-leibler divergence in variational autoencoders

Reference 3

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This paper cites Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models

Reference 4

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This paper cites A study on sample diversity in generative models: Gans vs.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations A study on sample diversity in generative models: Gans vs

Reference 5

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This paper cites Generating optimal topologies in structural design using a homogenization method.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Generating optimal topologies in structural design using a homogenization method

Reference 6

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This paper cites Flexible mechanical metamaterials.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Flexible mechanical metamaterials

Reference 7

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This paper cites Design and modeling of generalized Fiber-Reinforced pneumatic soft actuators.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Design and modeling of generalized Fiber-Reinforced pneumatic soft actuators

Reference 8

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This paper cites Topology optimization of non-linear elastic structures and compliant mechanisms.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Topology optimization of non-linear elastic structures and compliant mechanisms

Reference 9

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This paper cites A computational design framework for pressure-driven soft robots through nonlinear topology optimization.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations A computational design framework for pressure-driven soft robots through nonlinear topology optimization

Reference 10

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This paper cites Machine intelligence in metamaterials design: a review.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Machine intelligence in metamaterials design: a review

Reference 11

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This paper cites A novel balloon-inflatable catheter for percutaneous epidural adhesiolysis and decompression.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations A novel balloon-inflatable catheter for percutaneous epidural adhesiolysis and decompression

Reference 12

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This paper cites Mechanical programming of soft actuators by varying fiber angle.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Mechanical programming of soft actuators by varying fiber angle

Reference 13

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This paper cites Diffusion models in vision: A survey.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Diffusion models in vision: A survey

Reference 14

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Denoising diffusion models for inverse design of inflatable structures with programmable deformations Imagenet: A large-scale hierarchical image database

Reference 15

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This paper cites Diffusion models beat gans on image synthesis.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Diffusion models beat gans on image synthesis

Reference 16

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This paper cites Mechanical behaviour modelling of balloon-expandable stents.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Mechanical behaviour modelling of balloon-expandable stents

Reference 17

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This paper cites Review of adaptive programmable materials and their bioapplications.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Review of adaptive programmable materials and their bioapplications

Reference 18

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This paper cites Programmable gear-based mechanical metamaterials.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Programmable gear-based mechanical metamaterials

Reference 19

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This paper cites On the theory of stochastic processes, with particular reference to applications.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations On the theory of stochastic processes, with particular reference to applications

Reference 20

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This paper cites Deployable structures classification: A review.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Deployable structures classification: A review

Reference 21

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This paper cites Programmable granular metamaterials for reusable energy absorption.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Programmable granular metamaterials for reusable energy absorption

Reference 22

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This paper cites Mechanical devices for arterial occlusion.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Mechanical devices for arterial occlusion

Reference 23

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This paper cites Hansel, Peter German, Patrick Behne, Oana Marin, Roy H.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Hansel, Peter German, Patrick Behne, Oana Marin, Roy H

Reference 24

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This paper cites Generative Adversarial Networks.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Generative Adversarial Networks

Reference 25

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This paper cites Elastic inflatable actuators for soft robotic applications.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Elastic inflatable actuators for soft robotic applications

Reference 26

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This paper cites Inflatable soft jumper inspired by shell snapping.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Inflatable soft jumper inspired by shell snapping

Reference 27

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This paper cites Robust structural topology optimization considering boundary uncertainties.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Robust structural topology optimization considering boundary uncertainties

Reference 28

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This paper cites Denoising Diffusion Probabilistic Models.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Denoising Diffusion Probabilistic Models

Reference 29

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Denoising diffusion models for inverse design of inflatable structures with programmable deformations Wearable sensors for monitoring human motion: a review on mechanisms, materials, and challenges

Reference 30

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This paper cites Buildings with ETFE foils: A review on material properties, architectural performance and structural behavior.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Buildings with ETFE foils: A review on material properties, architectural performance and structural behavior

Reference 31

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This paper cites Mechanical metamaterials and beyond.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Mechanical metamaterials and beyond

Reference 32

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This paper cites Probing the limits and capabilities of diffusion models for the anatomic editing of digital twins.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Probing the limits and capabilities of diffusion models for the anatomic editing of digital twins

Reference 33

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This paper cites A large language model and denoising diffusion framework for targeted design of microstructures with commands in natural language.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations A large language model and denoising diffusion framework for targeted design of microstructures with commands in natural language

Reference 34

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This paper cites Multiphysics design optimization via generative adversarial networks.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Multiphysics design optimization via generative adversarial networks

Reference 35

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Denoising diffusion models for inverse design of inflatable structures with programmable deformations Stretchable and foldable silicon integrated circuits

Reference 36

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This paper cites Exploration of optimal microstructure and mechanical properties in continuous microstructure space using a variational autoencoder.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Exploration of optimal microstructure and mechanical properties in continuous microstructure space using a variational autoencoder

Reference 37

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This paper cites Adam: A Method for Stochastic Optimization.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Adam: A Method for Stochastic Optimization

Reference 38

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Denoising diffusion models for inverse design of inflatable structures with programmable deformations Auto-Encoding Variational Bayes

Reference 39

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Denoising diffusion models for inverse design of inflatable structures with programmable deformations A review of generative design using machine learning for additive manufacturing

Reference 40

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This paper cites Learning multiple layers of features from tiny images.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Learning multiple layers of features from tiny images

Reference 41

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This paper cites An efficient 3D topology optimization code written in matlab.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations An efficient 3D topology optimization code written in matlab

Reference 42

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This paper cites Designing complex architectured materials with generative adversarial networks.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Designing complex architectured materials with generative adversarial networks

Reference 43

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Denoising diffusion models for inverse design of inflatable structures with programmable deformations Disentangling disentanglement in variational autoencoders

Reference 44

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Denoising diffusion models for inverse design of inflatable structures with programmable deformations Materials as machines

Reference 45

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This paper cites State-of-Art review on deployable scissor structure in construction.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations State-of-Art review on deployable scissor structure in construction

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.261949Z

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This paper cites Accelerating large-scale topology optimization: state-of-the-art and challenges.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Accelerating large-scale topology optimization: state-of-the-art and challenges

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.250944Z

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This paper cites Synthesizing controlled microstructures of porous media using generative adversarial networks and reinforcement learning.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Synthesizing controlled microstructures of porous media using generative adversarial networks and reinforcement learning

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.237026Z

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This paper cites Improved denoising diffusion probabilistic models.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Improved denoising diffusion probabilistic models

Reference 49

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This paper cites Morphing in nature and beyond: a review of natural and synthetic shape-changing materials and mechanisms.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Morphing in nature and beyond: a review of natural and synthetic shape-changing materials and mechanisms

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.213584Z

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This paper cites Computational inverse design of surface-based inflatables.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Computational inverse design of surface-based inflatables

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.202389Z

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Observation 64e8b71a-886d-4bae-867b-c53a62d88c25 · outbound

This paper cites Galloway, Robert J.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Galloway, Robert J

Reference 52

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This paper cites Deep generative models in engineering design: A review.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Deep generative models in engineering design: A review

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.192683Z

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Observation fdb3f3ec-789f-4a9d-83ad-d290c62de536 · outbound

This paper cites Auxetic metamaterials and structures: a review.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Auxetic metamaterials and structures: a review

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.182687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c44e0e39-b19f-4afa-b996-a72614325eb1 · outbound

This paper cites Materials and mechanics for stretchable electronics.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Materials and mechanics for stretchable electronics

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.171661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9581d4c6-539c-4e88-b7e9-40ae51ffdc80 · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T19:10:31.539214Z

Source-reported events for the cited work

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Observation c1e995ca-761f-4bb8-aba2-b5d8e4ba7b47 · outbound

This paper cites Aims, scope, methods, history and unified terminology of computer-aided topology optimization in structural mechanics.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Aims, scope, methods, history and unified terminology of computer-aided topology optimization in structural mechanics

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.160936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6d687d2f-5913-4d13-b63e-ad6833bacfca · outbound

This paper cites Structural design via optimality criteria: the Prager approach to structural optimization, volume 8.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Structural design via optimality criteria: the Prager approach to structural optimization, volume 8

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.148662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0bf8829f-3172-4163-9acc-cce889123512 · outbound

This paper cites Design, fabrication and control of soft robots.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Design, fabrication and control of soft robots

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.137301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 07107c41-a629-405e-abc6-9fec0168e9a5 · outbound

This paper cites Shape memory composites for self-deployable structures in aerospace applications.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Shape memory composites for self-deployable structures in aerospace applications

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.126127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ce6c33e0-5570-4375-9630-008a370539ea · outbound

This paper cites Generative adversarial networks (gans) challenges, solutions, and future directions.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Generative adversarial networks (gans) challenges, solutions, and future directions

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.115745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bcf5a2c5-bc4b-4cd5-bb5b-dd17ea935282 · outbound

This paper cites Multigait soft robot.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Multigait soft robot

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.105892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4ae38a99-9abd-4790-96de-1eb3a152cca5 · outbound

This paper cites Designing inflatable structures.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Designing inflatable structures

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.096704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fa7ef82d-9393-4c20-b8a8-c87408299c82 · outbound

This paper cites Mechanical modeling of stents deployed in tapered arteries.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Mechanical modeling of stents deployed in tapered arteries

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.086404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 515c053f-11f8-41b2-8ff8-4e96dae654e7 · outbound

This paper cites Denoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Denoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.076595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 97cb449c-3f62-404b-a41a-69fcf21306de · outbound

This paper cites Synthesizing realistic sand assemblies with denoising diffusion in latent space.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Synthesizing realistic sand assemblies with denoising diffusion in latent space

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.065687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1ce9f23c-9b4c-4b5a-ae36-3818163c99dc · outbound

This paper cites From responsive to adaptive and interactive materials and materials systems: A roadmap.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations From responsive to adaptive and interactive materials and materials systems: A roadmap

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.054352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation db041bd3-088a-44bd-a2fc-816d926c59b0 · outbound

This paper cites A level set method for structural topology optimization.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations A level set method for structural topology optimization

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.043237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b09ae8a6-ad2e-4e4e-aae8-bdc67fdf4eef · outbound

This paper cites Soft pneumatic actuators: A review of design, fabrication, modeling, sensing, control and applications.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Soft pneumatic actuators: A review of design, fabrication, modeling, sensing, control and applications

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.032125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 95d5566a-349c-4936-bfdd-8163a7dc1114 · outbound

This paper cites A simple evolutionary procedure for structural optimization.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations A simple evolutionary procedure for structural optimization

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.020192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation adc076fe-cdfa-4c80-9aeb-18d0cdd2470b · outbound

This paper cites Diffusion model as representation learner.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Diffusion model as representation learner

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:32.008419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6d228c1f-716d-4a13-854f-2d47e3d933b9 · outbound

This paper cites Microstructural materials design via deep adversarial learning methodology.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Microstructural materials design via deep adversarial learning methodology

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:31.997500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bf5149b4-ee24-461b-baf3-35dcde7e206b · outbound

This paper cites Data-driven design exploration method using conditional variational autoencoder for airfoil design.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Data-driven design exploration method using conditional variational autoencoder for airfoil design

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:31.986005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 432706be-3846-4d79-8291-9a3daf1692dc · outbound

This paper cites Topology optimization for nonlinear dynamic problem with multiple materials and material-dependent boundary condition.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Topology optimization for nonlinear dynamic problem with multiple materials and material-dependent boundary condition

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:31.973560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 97dddefd-fd3d-4f99-ac82-d54f049085c5 · outbound

This paper cites Deployable structures: structural design and static/dynamic analysis.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Deployable structures: structural design and static/dynamic analysis

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:31.961705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 997dd7a5-5029-4f65-bb1b-939366c060c4 · outbound

This paper cites Deep learning in mechanical metamaterials: from prediction and generation to inverse design.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Deep learning in mechanical metamaterials: from prediction and generation to inverse design

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:31.950078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 16a15fff-d60a-4656-bbdf-455c082c0c70 · outbound

This paper cites Reversible shape-shifting in polymeric materials.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Reversible shape-shifting in polymeric materials

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:31.938010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 09a72efc-a5db-4acb-b90a-73fac663dfc2 · outbound

This paper cites Accommodating thickness in origami-based deployable arrays, 2013.

Denoising diffusion models for inverse design of inflatable structures with programmable deformations Accommodating thickness in origami-based deployable arrays, 2013

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:10:31.926963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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