Effectiveness of Chitosan Nanoparticles as a Radioprotective Agent Against Gamma-Induced Changes in the Histology and Biochemistry of Parotid Glands

Cancer is one of the leading causes of death worldwide. Radiotherapy, as a crucial method for cancer treatment, effectively kills cancer cells but also damages normal tissues, especially sensitive tissues such as salivary glands. The oxidative stress and inflammatory reactions induced by radiotherapy are the primary causes of salivary gland dysfunc...

A Sparse Bayesian Committee Machine Potential for Oxygen-Containing Organic Compounds

Academic Background In the fields of materials science and chemistry, understanding the properties of materials at the atomic level is crucial. However, traditional methods for calculating interatomic potentials, such as Density Functional Theory (DFT), while highly accurate, are computationally expensive and difficult to apply to large-scale syste...

Thermal Transport Properties of Ultra-High-Temperature Ceramic Superlattices

Academic Background In the design of high-temperature thermal insulation and thermoelectric materials, reducing thermal conductivity is a critical goal. The superlattice (SL) structure, formed by alternating layers of different materials, can effectively suppress phonon thermal transport, thereby significantly reducing the thermal conductivity of m...

2D Material Integrated Photonics: Toward Industrial Manufacturing and Commercialization

Academic Background With the advent of the information age, integrated circuits (ICs) have become the driving force behind technological advancements. However, traditional integrated photonics platforms, such as silicon and silicon nitride, face numerous limitations in material properties. For instance, silicon’s indirect bandgap restricts its use ...

Formation of Distinctive Nanostructured Metastable Polymorphs Mediated by Kinetic Transition Pathways in Germanium

Academic Background Germanium (Ge), as one of the Group IV elements, holds significant importance in both fundamental science and technological applications. Its metastable polymorphs have garnered considerable attention due to their unique nanostructures and excellent electronic and optical properties. However, the phase transition mechanisms of g...

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...