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,...

Impact of Carbon Dioxide Loading on the Thermal Conductivity of Metal Organic Frameworks

Academic Background The issue of global warming is becoming increasingly severe, and the research on carbon dioxide (CO₂) capture and storage technologies has become a hotspot in the scientific community, as CO₂ is one of the most significant greenhouse gases. Metal-Organic Frameworks (MOFs), with their exceptionally high porosity and surface area,...

Enhancing Decentralized Energy Storage Investments with Artificial Intelligence-Driven Decision Models

Academic Background As the global energy structure transitions towards renewable energy, the importance of decentralized energy storage is becoming increasingly prominent. Unlike traditional centralized energy storage systems, decentralized energy storage localizes the energy production and storage processes, reducing the risk of large-scale system...

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...