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[HTML][HTML] Logic-informed graph neural networks for structural form-finding
Computational form-finding methods hold great potential concerning resource-efficient
structural design. The Combinatorial Equilibrium Modeling (CEM), an equilibrium-based …
structural design. The Combinatorial Equilibrium Modeling (CEM), an equilibrium-based …
A temporal coherent topology optimization approach for assembly planning of bespoke frame structures
We present a computational framework for planning the assembly sequence of bespoke
frame structures. Frame structures are one of the most commonly used structural systems in …
frame structures. Frame structures are one of the most commonly used structural systems in …
Constructability-driven design of frame structures with state-space search methods
In the design of frames and trusses, the relationship between the structural form, the
construction sequence, and the structural behavior during construction is rarely …
construction sequence, and the structural behavior during construction is rarely …
[HTML][HTML] Bionic Robot with Multifunctional Leg–Arm Mechanism for In-Orbit Assembly of Space Trusses
Y Shi, Q Xu, R Shi, H Liu, M Zhang, X Hou… - …, 2024 - pmc.ncbi.nlm.nih.gov
This article aims to address the in-orbit assembly needs of truss structures in space missions
by designing a robot capable of moving on trusses and manipulating parts. To enhance the …
by designing a robot capable of moving on trusses and manipulating parts. To enhance the …
Application of Artificial Intelligence in Design Automation: A Two-Stage Framework for Structure Configuration and Design
Civil engineering design problems are inherently complex, characterized by iterative
processes, multiple criteria, and time-consuming manual design work. Traditional methods …
processes, multiple criteria, and time-consuming manual design work. Traditional methods …
Machine Learning Methods for (Dis-) Assembly Sequence Planning-A Systematic Literature Review
D Gerhard, J Rolf, JL Siewert… - International Journal of …, 2024 - dergipark.org.tr
This paper presents a systematic literature review on the application of reinforcement
learning in the domain of assembly and disassembly sequence planning. The authors …
learning in the domain of assembly and disassembly sequence planning. The authors …
A Graph-Based Grammar for Structural Design using Deep Reinforcement Learning
This paper introduces a graph-based grammar method that combines the Combinatorial
Equilibrium Modeling (CEM) form-finding approach and Deep Reinforcement Learning (RL) …
Equilibrium Modeling (CEM) form-finding approach and Deep Reinforcement Learning (RL) …