A differentiable structural analysis framework for high-performance design optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Lee, Keith J., Huang, Yijiang, Mueller, Caitlin T. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
Real-time design of architectural structures with differentiable mechanics and neural networks
by: Pastrana, Rafael, et al.
Published: (2024)
by: Pastrana, Rafael, 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)
A novel multi-thickness topology optimization method for balancing structural performance and manufacturability
by: Stankiewicz, Gabriel, et al.
Published: (2025)
by: Stankiewicz, Gabriel, et al.
Published: (2025)
On performance bounds for topology optimization
by: Dalklint, Anna, et al.
Published: (2024)
by: Dalklint, Anna, et al.
Published: (2024)
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)
An efficient framework for computing sensitivity of modal-related structural dynamic characteristics with multi-parameters
by: Huang, Kai, et al.
Published: (2025)
by: Huang, Kai, et al.
Published: (2025)
mosaiks are made of tesserae: GUI design for a co-simulation framework
by: Schulte, Eike, et al.
Published: (2026)
by: Schulte, Eike, 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)
Electrode and electroactive polymer layout design using topology optimization
by: Hård, Daniel, et al.
Published: (2024)
by: Hård, Daniel, et al.
Published: (2024)
A waypoint based approach to visibility in performance based fire safety design
by: Börger, Kristian, et al.
Published: (2024)
by: Börger, Kristian, et al.
Published: (2024)
A hybrid global local computational framework for ship hull structural analysis using homogenized model and graph neural network
by: Cai, Yuecheng, et al.
Published: (2025)
by: Cai, Yuecheng, et al.
Published: (2025)
Efficient Bayesian multi-fidelity inverse analysis for expensive and non-differentiable physics-based simulations in high stochastic dimensions
by: Nitzler, Jonas, et al.
Published: (2025)
by: Nitzler, Jonas, et al.
Published: (2025)
Efficient FGM optimization with a novel design space and DeepONet
by: Agrawal, Piyush, et al.
Published: (2024)
by: Agrawal, Piyush, 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)
Mastering truss structure optimization with tree search
by: Garayalde, Gabriel, et al.
Published: (2024)
by: Garayalde, Gabriel, et al.
Published: (2024)
Mamute: high-performance computing for geophysical methods
by: Fernandes, João B., et al.
Published: (2025)
by: Fernandes, João B., et al.
Published: (2025)
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)
Unifying the design space and optimizing linear and nonlinear truss metamaterials by generative modeling
by: Zheng, Li, et al.
Published: (2023)
by: Zheng, Li, et al.
Published: (2023)
A symbolic approach to discrete structural optimization using quantum annealing
by: Wils, Kevin, et al.
Published: (2023)
by: Wils, Kevin, et al.
Published: (2023)
System reduction-based approximate reanalysis method for statically indeterminate structures with high-rank modification
by: Li, Wenxiong, et al.
Published: (2023)
by: Li, Wenxiong, et al.
Published: (2023)
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 multi-objective optimization framework for terrain modification based on a combined hydrological and earthwork cost-benefit
by: Xu, Hanwen, et al.
Published: (2024)
by: Xu, Hanwen, et al.
Published: (2024)
Computational co-design of structure and feedback controller for locomoting soft robots
by: Sato, Yuki, et al.
Published: (2024)
by: Sato, Yuki, et al.
Published: (2024)
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)
TOPress3D: 3D topology optimization with design-dependent pressure loads in MATLAB
by: Kumar, Prabhat
Published: (2024)
by: Kumar, Prabhat
Published: (2024)
Elastica++: A high-performance, multiphysics framework for large interacting assemblies of Cosserat rods
by: Parthasarathy, Tejaswin, et al.
Published: (2026)
by: Parthasarathy, Tejaswin, et al.
Published: (2026)
A cable finite element formulation based on exact tension field for static nonlinear analysis of cable structures
by: Li, Wenxiong, et al.
Published: (2024)
by: Li, Wenxiong, et al.
Published: (2024)
Sequential infinite-dimensional Bayesian optimal experimental design with derivative-informed latent attention neural operator
by: Go, Jinwoo, et al.
Published: (2024)
by: Go, Jinwoo, et al.
Published: (2024)
Improved design of an active landing gear for a passenger aircraft using multi-objective optimization technique
by: Zarchi, Milad, et al.
Published: (2025)
by: Zarchi, Milad, et al.
Published: (2025)
A GPU-boosted high-performance multi-working condition joint analysis framework for predicting dynamics of textured axial piston pump
by: Yao, Xin, et al.
Published: (2025)
by: Yao, Xin, et al.
Published: (2025)
Neural networks meet anisotropic hyperelasticity: A framework based on generalized structure tensors and isotropic tensor functions
by: Kalina, Karl A., et al.
Published: (2024)
by: Kalina, Karl A., et al.
Published: (2024)
A modified Newmark/Newton-Raphson method with automatic differentiation for general nonlinear dynamics analysis
by: Jiang, Yifan, et al.
Published: (2025)
by: Jiang, Yifan, et al.
Published: (2025)
CAD-compatible structural shape optimization with a movable Bézier tetrahedral mesh
by: López, Jorge, et al.
Published: (2023)
by: López, Jorge, et al.
Published: (2023)
A globalized and preconditioned Newton-CG solver for metric-aware curved high-order mesh optimization
by: Aparicio-Estrems, Guillermo, et al.
Published: (2024)
by: Aparicio-Estrems, Guillermo, et al.
Published: (2024)
Investigation on optimal microstructure of dual-phase steel with high strength and ductility by machine learning
by: Suzuki, Misato, et al.
Published: (2024)
by: Suzuki, Misato, et al.
Published: (2024)
Energy-based PINNs for solving coupled field problems: concepts and application to the multi-objective optimal design of an induction heater
by: Baldan, Marco, et al.
Published: (2024)
by: Baldan, Marco, et al.
Published: (2024)
A discontinuous Galerkin method based isogeometric analysis framework for flexoelectricity in micro-architected dielectric solids
by: Sharma, Saurav, et al.
Published: (2023)
by: Sharma, Saurav, 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)
Optimal design of unimorph-type cantilevered piezoelectric energy harvesters using level set-based topology optimization by considering manufacturability
by: Miyajima, Ken, et al.
Published: (2024)
by: Miyajima, Ken, et al.
Published: (2024)
Similar Items
-
Deep reinforcement learning for efficient exploration of combinatorial structural design spaces
by: Hong, Chloe S. H., et al.
Published: (2025) -
Real-time design of architectural structures with differentiable mechanics and neural networks
by: Pastrana, Rafael, et al.
Published: (2024) -
Real-time generative design of diverse, "truly" optimized structures with controllable structural complexities
by: Du, Zongliang, et al.
Published: (2024) -
A novel multi-thickness topology optimization method for balancing structural performance and manufacturability
by: Stankiewicz, Gabriel, et al.
Published: (2025) -
On performance bounds for topology optimization
by: Dalklint, Anna, et al.
Published: (2024)