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Additively manufactured materials and structures: A state-of-the-art review on their mechanical characteristics and energy absorption
Lightweight materials and structures have been extensively studied for a wide range of
applications in design and manufacturing of more environment-friendly and more …
applications in design and manufacturing of more environment-friendly and more …
Rational designs of mechanical metamaterials: Formulations, architectures, tessellations and prospects
Abstract Mechanical Metamaterials (MMs) are artificially designed structures with
extraordinary properties that are dependent on micro architectures and spatial tessellations …
extraordinary properties that are dependent on micro architectures and spatial tessellations …
Additive manufacturing oriented parametric topology optimization design and numerical analysis of steel joints in gridshell structures
Additive manufacturing (AM) oriented joint topology optimization (TO) is a novel integrated
computer-aided structural design and construction paradigm for spatial structures. This …
computer-aided structural design and construction paradigm for spatial structures. This …
A physics-informed neural network-based topology optimization (PINNTO) framework for structural optimization
Abstract Physics-Informed Neural Networks (PINNs) have recently attracted exponentially
increasing attention in the field of computational mechanics. This paper proposes a novel …
increasing attention in the field of computational mechanics. This paper proposes a novel …
[HTML][HTML] A complete physics-informed neural network-based framework for structural topology optimization
Abstract Physics-Informed Neural Networks (PINNs) have recently gained increasing
attention in the field of topology optimization. The fusion of deep learning and topology …
attention in the field of topology optimization. The fusion of deep learning and topology …
Topological design and additive manufacturing of porous metals for bone scaffolds and orthopaedic implants: A review
One of the critical issues in orthopaedic regenerative medicine is the design of bone
scaffolds and implants that replicate the biomechanical properties of the host bones. Porous …
scaffolds and implants that replicate the biomechanical properties of the host bones. Porous …
Topology optimization for 3D concrete printing with various manufacturing constraints
The integration between 3D concrete printing (3DCP) and topology optimization (TO)
enables the fabrication of structurally efficient components without expensive formwork and …
enables the fabrication of structurally efficient components without expensive formwork and …
Bi-directional evolutionary structural optimization on advanced structures and materials: a comprehensive review
The evolutionary structural optimization (ESO) method developed by **e and Steven
(Comput Struct 49 (5): 885–896, 162), an important branch of topology optimization, has …
(Comput Struct 49 (5): 885–896, 162), an important branch of topology optimization, has …
A survey of structural and multidisciplinary continuum topology optimization: post 2000
Topology optimization is the process of determining the optimal layout of material and
connectivity inside a design domain. This paper surveys topology optimization of continuum …
connectivity inside a design domain. This paper surveys topology optimization of continuum …
[HTML][HTML] Topology optimisation for design and additive manufacturing of functionally graded lattice structures using derivative-aware machine learning algorithms
Although additive manufacturing has offered substantially new opportunities and flexibility
for fabricating 3D complex lattice structures, effective design of such sophisticated structures …
for fabricating 3D complex lattice structures, effective design of such sophisticated structures …