Probing Nanoscale Structural Perturbation in a WS2 Monolayer via Explainable Artificial Intelligence

Background Introduction Two-dimensional (2D) materials exhibit significant potential in fields such as nanoelectronics and optoelectronics due to their unique physical and chemical properties. However, structural perturbations at the nanoscale have a profound impact on their performance. Traditional characterization methods like Raman spectroscopy,...

A Comprehensive Review of Machine Learning Applications for Internet of Nano Things: Challenges and Future Directions

Academic Background In recent years, the rapid development of nanotechnology and the Internet of Things (IoT) has given rise to a revolutionary field—the Internet of Nano Things (IoNT). The IoNT connects nanoscale devices to the internet, enabling them to play significant roles in areas such as agriculture, military, multimedia, and healthcare. How...

Structure and Optical Properties of an Ag135Cu60 Nanocluster Incorporating an Ag135 Buckminsterfullerene-like Topology

Metal nanoclusters are nanoscale materials that bridge the gap between molecules and metals, exhibiting unique physicochemical properties, especially in the study of the relationship between atomic structure and physical properties. In recent years, researchers have shown great interest in organic ligand-protected metal nanoclusters due to their pr...

Covalent Heterostructures of Ultrathin Amorphous Carbon Nitride and Si for High-Performance Vertical Photodiodes

Carbon nitride (CN), as a two-dimensional n-type semiconductor material, exhibits great potential in light-driven energy conversion and environmental applications due to its excellent photocatalytic activity and stability. However, despite its outstanding performance in photocatalysis, the application of CN in optoelectronic devices, especially sil...

Room-Temperature Epitaxy of α-CH3NH3PbI3 Halide Perovskite by Pulsed Laser Deposition

Academic Background Metal Halide Perovskites (MHPs) have garnered significant attention in the field of photovoltaics due to their unique optoelectronic properties. In recent years, these materials have also been widely investigated for applications in light-emitting diodes, lasers, photodetectors, and spintronics. Despite notable progress in solut...