Recent advances in additive manufacturing (AM), commonly known as three-dimensional
(3D)-printing, have allowed researchers to create complex shapes previously impossible …

The design of biomimetic porous scaffolds has been gaining attention in the biomedical
sector lately. Shells, marine sponges, shark teeth, cancellous bone, sea urchin spine, and …

Machine learning (ML) has been perceived as a promising tool for the design and discovery
of novel materials for a broad range of applications. In this prospective paper, we summarize …

While additive manufacturing (AM) has facilitated the production of complex structures, it has
also highlighted the immense challenge inherent in identifying the optimum AM structure for …

3D printing is a rapidly growing research area, which significantly contributes to major
innovations in various fields of engineering, science, and medicine. Although the scientific …

Metamaterials can be designed to contain functional gradients with negative Poisson's ratio
(NPR) that have counterintuitive behavior compared with monolithic materials. These NPR …

The extraordinary properties of biological materials often result from their sophisticated
hierarchical structures. Through multilevel and cross-scale structural designs, biological …

Attention-based transformer neural networks have had significant impact in recent years.
However, their applicability to model the behavior of physical systems has not yet been …

In recent decades, the use of artificial intelligence (AI) techniques in the field of materials
modeling has received significant attention owing to their excellent ability to analyze a vast …

The design and manufacture of new biodegradable and bioderived polymeric materials has
traditionally taken place through experimentation and material characterisation. However …