... of innovative devices of machine elements design optimization kinematics linkages mechanism synthesis medical and bio design of mechanisms and robotics robot design robot kinematics robotic systems structural optimization References [1] Orlando , M. F. , Akolkar , H...

... be extended to design optimization in additive manufacturing settings and continuum mechanics. The same methodology is similarly applicable to parametric optimization problems [ 32 ], including cases with stochastic control variables [ 33 ]. Reinforcement learning (RL) is the branch of ML that addresses...

[email protected] Email: [email protected] Email: [email protected] Email: [email protected] conceptual design design automation design optimization design representation Machine learning Journal of Mechanical Design. Received November 23, 2024; Accepted manuscript posted April...

... multiphysics manipulation thermal–electrical cloaking and camouflage topology optimization level-set method design optimization Directorate for Engineering 10.13039/100000084 CMMI-1762287 PFI-RP-2213852 Ford Motor Company 10.13039/100002427 Ford University Research Program (URP...

...-differentiability Bayesian statistics design optimization University College Dublin 10.13039/501100001631 81277 Gaussian process (GP) models have proven to be powerful tools to approximate time-intensive simulation models [ 1 , 2 ] and monetary exhaustive physical experiments [ 3...

... with the complexity and speed of knowledge generation. To address this challenge, additional sources of knowledge are necessary, particularly for designing unprecedented engineering systems lacking any design heritage. One promising approach involves analyzing design optimization data to extract valuable insights...

... decision theory design for X design optimization multi-objective optimization systems engineering References [1] Steward , D. V. , 1962 , “ On an Approach to Techniques for the Analysis of the Structure of Large Systems of Equations ,” SIAM Rev. , 4 ( 4 ), pp. 321 – 342...

...] Ghazaly , M. , Mohdbasar , S. N. , and Lagani , M. , 2021 , “ Design Optimization & Analysis of a Soft Crawling Robot ,” Int. J. Integr. Eng. , 13 ( 6 ), pp. 285 – 295 . 10.30880/ijie.2021.13.06.025 [40] Manns , M. , Morales , J. E. , and Sorensen , P. F. , 2018...

... resilience data-driven design design automation design optimization machine learning Networks are becoming more crucial in social and economic advancements that articulate the complexities between physical and psychological relations. Critical infrastructures such as power systems are good...

...Dingbiao Wang; Chongrui Yang; Guanghui Wang; Yi Li; Talib Dbouk The topology optimization (TO) method is developed and applied to 3D heat sink design optimization using the finite element method (FEM). To go from theory to practical application of optimized heat sink designs, the impact...

... 01 2025 26 02 2025 maximum stress minimization data-driven design design optimization multiobjective optimization topology optimization Topology optimization, which aims to derive the best structure by optimizing material distribution within the design domain to maximize...

...Xiaowei Zhou; Wei Li Analytical target cascading (ATC) is an optimization strategy designed for multilevel and multidisciplinary design optimization (MDO) problems. Its core aim is to enhance the overall convergence of the system by reducing the inconsistency between different levels. In previous...

... . 07 07 2024 06 12 2024 09 12 2024 30 01 2025 computational kinematics conceptual design decomposition-based design optimization design evaluation design optimization linkages robot design National Natural Science Foundation of China 10.13039/501100001809...

... computer-aided design design optimization structural optimization Injection molding is a widely used manufacturing technology that involves filling a mold cavity with molten material, followed by solidification under the influence of cooling structures. During the filling process, it is crucial...

... and Manufacturing Innovation 10.13039/100000147 2412471 Division of Computing and Communication Foundations 10.13039/100000143 2324950 design for repair game theory consumer behavior repair service competition decision theory design for the environment design for X design optimization...

... 01 2025 individualized products multi-source design changes change propagation ant colony algorithms design optimization product design The datasets generated and supporting the findings of this article are obtainable from the corresponding author upon reasonable request...

... computer-aided design data-driven design design optimization generative design The rapid advancements in artificial intelligence (AI) have revolutionized various domains, and the field of mechanical engineering is no exception. The significance of comprehensive and diverse datasets has become...

...Ankush Kapoor; Tapabrata Ray; Nigel Jepson; Susann Beier Flexible and compact shape representation schemes are essential for design optimization problems. Current shape representation schemes for coronary stent designs concern predominantly idealized or independent ring (IR) designs, which...

... 01 11 2024 Graphical Abstract Figure lightweight design additive manufacturing function-based layout design triangular mesh model follow-up flow channels computer-aided design design automation design for manufacturing design optimization simulation-based design...

... of performing a foot design optimization for each material candidate. Insurance requirements constrain all stakeholders. They classify prosthetic feet, determine patient access to specific components, and set the reimbursement amounts for prosthetic feet. In the United States, these classification systems...