Unifying the design space and optimizing linear and nonlinear truss metamaterials by generative modeling
Fuente:
arXiv
Saved in:
| Main Authors: | Zheng, Li, Karapiperis, Konstantinos, Kumar, Siddhant, Kochmann, Dennis M. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models
by: Bastek, Jan-Hendrik, et al.
Published: (2023)
by: Bastek, Jan-Hendrik, et al.
Published: (2023)
HyperCAN: Hypernetwork-Driven Deep Parameterized Constitutive Models for Metamaterials
by: Zheng, Li, et al.
Published: (2024)
by: Zheng, Li, et al.
Published: (2024)
Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers
by: Zheng, Li, et al.
Published: (2025)
by: Zheng, Li, et al.
Published: (2025)
Experiment-informed finite-strain inverse design of spinodal metamaterials
by: Thakolkaran, Prakash, et al.
Published: (2023)
by: Thakolkaran, Prakash, et al.
Published: (2023)
Mastering truss structure optimization with tree search
by: Garayalde, Gabriel, et al.
Published: (2024)
by: Garayalde, Gabriel, et al.
Published: (2024)
Inverse designing surface curvatures by deep learning
by: Guo, Yaqi, et al.
Published: (2023)
by: Guo, Yaqi, et al.
Published: (2023)
Physics-guided diffusion models for inverse design of disordered metamaterials
by: Xie, Ziyuan, et al.
Published: (2026)
by: Xie, Ziyuan, et al.
Published: (2026)
A mixed-order quasicontinuum approach for beam-based architected materials with application to fracture
by: Kraschewski, Kevin, et al.
Published: (2024)
by: Kraschewski, Kevin, et al.
Published: (2024)
Data-efficient inverse design of spinodoid metamaterials
by: Rosenkranz, Max, et al.
Published: (2025)
by: Rosenkranz, Max, et al.
Published: (2025)
Physics-Informed Neural Networks for Shell Structures
by: Bastek, Jan-Hendrik, et al.
Published: (2022)
by: Bastek, Jan-Hendrik, et al.
Published: (2022)
A novel design update framework for topology optimization with quantum annealing: Application to truss and continuum structures
by: Sukulthanasorn, Naruethep, et al.
Published: (2024)
by: Sukulthanasorn, Naruethep, et al.
Published: (2024)
Optimization of the initial post-buckling response of trusses and frames by an asymptotic approach
by: Ferrari, Federico, et al.
Published: (2025)
by: Ferrari, Federico, et al.
Published: (2025)
Physics-Informed Diffusion Models
by: Bastek, Jan-Hendrik, et al.
Published: (2024)
by: Bastek, Jan-Hendrik, et al.
Published: (2024)
Efficient FGM optimization with a novel design space and DeepONet
by: Agrawal, Piyush, et al.
Published: (2024)
by: Agrawal, Piyush, et al.
Published: (2024)
A hybrid framework integrating classical computers and quantum annealers for optimisation of truss structures
by: Nguyen, Van-Dung, et al.
Published: (2025)
by: Nguyen, Van-Dung, et al.
Published: (2025)
A two-scale computational homogenization approach for elastoplastic truss-based lattice structures
by: Danesh, Hooman, et al.
Published: (2024)
by: Danesh, Hooman, et al.
Published: (2024)
Real-time generative design of diverse, "truly" optimized structures with controllable structural complexities
by: Du, Zongliang, et al.
Published: (2024)
by: Du, Zongliang, et al.
Published: (2024)
Hetero-EUCLID: Interpretable model discovery for heterogeneous hyperelastic materials using stress-unsupervised learning
by: Chaurasiya, Kanhaiya Lal, et al.
Published: (2025)
by: Chaurasiya, Kanhaiya Lal, et al.
Published: (2025)
Discretization-optimized Bayesian model calibration for nonlinear constitutive modeling in heat conduction
by: Silva, Rodrigo L. S., et al.
Published: (2026)
by: Silva, Rodrigo L. S., et al.
Published: (2026)
TOPress3D: 3D topology optimization with design-dependent pressure loads in MATLAB
by: Kumar, Prabhat
Published: (2024)
by: Kumar, Prabhat
Published: (2024)
Deep learning reveals key predictors of thermal conductivity in covalent organic frameworks
by: Thakolkaran, Prakash, et al.
Published: (2024)
by: Thakolkaran, Prakash, et al.
Published: (2024)
A local basis approximation approach for nonlinear parametric model order reduction
by: Vlachas, Konstantinos, et al.
Published: (2020)
by: Vlachas, Konstantinos, et al.
Published: (2020)
Reduced-order modeling for second-order computational homogenization with applications to geometrically parameterized elastomeric metamaterials
by: Guo, T., et al.
Published: (2024)
by: Guo, T., et al.
Published: (2024)
PyTOPress: Python code for topology optimization with design-dependent pressure loads
by: Saxena, Shivajay, et al.
Published: (2024)
by: Saxena, Shivajay, et al.
Published: (2024)
Inconsistencies between the forces from code live load models and real traffic on truss bridges
by: Hernández-Martínez, Alejandro, et al.
Published: (2023)
by: Hernández-Martínez, Alejandro, et al.
Published: (2023)
A discontinuous Galerkin / cohesive zone model approach for the computational modeling of fracture in geometrically exact slender beams
by: Kota, Sai Kubair, et al.
Published: (2023)
by: Kota, Sai Kubair, et al.
Published: (2023)
SoRoTop: a hitchhiker's guide to topology optimization MATLAB code for design-dependent pneumatic-driven soft robots
by: Kumar, Prabhat
Published: (2024)
by: Kumar, Prabhat
Published: (2024)
Enhanced Floating Isogeometric Analysis
by: Hille, Helge C., et al.
Published: (2023)
by: Hille, Helge C., et al.
Published: (2023)
FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design
by: Danesh, Hooman, et al.
Published: (2024)
by: Danesh, Hooman, et al.
Published: (2024)
MAD-NG, a standalone multiplatform tool for linear and non-linear optics design and optimisation
by: Deniau, Laurent
Published: (2024)
by: Deniau, Laurent
Published: (2024)
Electrode and electroactive polymer layout design using topology optimization
by: Hård, Daniel, et al.
Published: (2024)
by: Hård, Daniel, et al.
Published: (2024)
Topology optimization of contact-aided thermo-mechanical regulators
by: Dalklint, Anna, et al.
Published: (2024)
by: Dalklint, Anna, et al.
Published: (2024)
High Entropy Alloy property predictions using Transformer-based language model
by: Kamnis, Spyros, et al.
Published: (2024)
by: Kamnis, Spyros, et al.
Published: (2024)
Computational design of personalized drugs via robust optimization under uncertainty
by: Altunay, Rabia, et al.
Published: (2025)
by: Altunay, Rabia, et al.
Published: (2025)
A differentiable structural analysis framework for high-performance design optimization
by: Lee, Keith J., et al.
Published: (2024)
by: Lee, Keith J., et al.
Published: (2024)
COMMET: orders-of-magnitude speed-up in finite element method via batch-vectorized neural constitutive updates
by: Alheit, Benjamin, et al.
Published: (2025)
by: Alheit, Benjamin, et al.
Published: (2025)
TOPress: a MATLAB implementation for topology optimization of structures subjected to design-dependent pressure loads
by: Kumar, Prabhat
Published: (2023)
by: Kumar, Prabhat
Published: (2023)
Data-efficient Bayesian-guided design selection from large candidate sets: Application to hyperelastic stochastic metamaterials
by: Danesh, Hooman, et al.
Published: (2026)
by: Danesh, Hooman, et al.
Published: (2026)
Multi-objective computational design optimization of a Total Disc Replacement implant
by: Kölle, Lucia, et al.
Published: (2026)
by: Kölle, Lucia, et al.
Published: (2026)
Deep reinforcement learning for efficient exploration of combinatorial structural design spaces
by: Hong, Chloe S. H., et al.
Published: (2025)
by: Hong, Chloe S. H., et al.
Published: (2025)
Similar Items
-
Inverse-design of nonlinear mechanical metamaterials via video denoising diffusion models
by: Bastek, Jan-Hendrik, et al.
Published: (2023) -
HyperCAN: Hypernetwork-Driven Deep Parameterized Constitutive Models for Metamaterials
by: Zheng, Li, et al.
Published: (2024) -
Algebraic Language Models for Inverse Design of Metamaterials via Diffusion Transformers
by: Zheng, Li, et al.
Published: (2025) -
Experiment-informed finite-strain inverse design of spinodal metamaterials
by: Thakolkaran, Prakash, et al.
Published: (2023) -
Mastering truss structure optimization with tree search
by: Garayalde, Gabriel, et al.
Published: (2024)