Metamaterials are artificial materials with extraordinary physical properties that natural
materials do not possess. The continuous development of additive manufacturing (AM) …

In the past three decades, biomedical engineering has emerged as a significant and rapidly
growing field across various disciplines. From an engineering perspective, biomaterials …

This paper introduces a novel machine learning-based optimization strategy for multi-
functional acoustic black hole (ABH) metaplates. The primary objective is to achieve a multi …

Mechanical metamaterials are regularly implemented in engineering applications due to
their unique properties derived from their structural geometry and material composition. This …

Effective monitoring of manufacturing processes is crucial for maintaining product quality
and operational efficiency. Modern manufacturing environments often generate vast …

A ventilated acoustic resonator (VAR), a type of acoustic metamaterial (AM) has emerged as
a promising solution for mitigating urban noise pollution and traffic noise which …

This paper explores the application of deep reinforcement learning for autonomously
designing noise-mitigating structures. Specifically, deep Q-and double deep Q-networks are …

Efficient disaster response, especially within the critical initial 72 h, is crucial for saving lives.
However, allocating relief goods effectively to affected areas remains a complex challenge …

Architected structures and metamaterials have attracted the attention of scientists and
engineers due to the contrast in behavior compared to the base material they are made …

Abstract Crystal Plasticity Finite Element (CPFE), which merges crystal plasticity principles
with finite element analysis, can simulate the anisotropic grain-level mechanical behaviour …