Machine Learning Boosts Quantum Chemistry: Predicting Molecular Electronic Structures Approaching Coupled-Cluster Accuracy Academic Background In physics, chemistry, and materials science, computational methods are key tools for uncovering the mechanisms behind diverse physical phenomena and accelerating materials design. However, quantum chemistry...
Predicting the Emergence of Crystals from Amorphous Precursors: Deep Learning Empowers Breakthroughs in Materials Science Background Introduction The process of crystallization from amorphous materials holds significant importance in both natural and laboratory settings. This phenomenon is widespread in various processes ranging from geological to ...
Demonstration of Femtosecond Laser Induced Refractive Index Change in Silk-Fibroin Hydrogels: A New Hope for Future Ophthalmic Biocompatible Implants In today’s era of advanced biotechnology and rapid developments in the biomedical field, refractive correction techniques have become a global research hotspot in ophthalmology. However, current corre...
Cutting-Edge Scientific News: Research Reveals Degradation Mechanisms of Silicone Rubber under Electrical Tracking Background: Motivation and Challenges With the rapid development of power transmission and distribution systems, polymer composite insulators have gradually replaced traditional glass and ceramic insulators as the preferred materials f...
Background Introduction In recent years, the discovery of superconductivity in twisted bilayer and trilayer graphene has sparked widespread interest. The key feature of these systems lies in the interplay between interlayer coupling and moiré superlattices, which gives rise to low-energy flat bands with strong correlations. Similar flat bands can a...
4D-Printed Biomimetic Snake-like Soft Robot Academic Background With advancements in medical technology, the ability of wireless microrobots to navigate complex vascular networks within living organisms has garnered significant attention. These robots can perform precise medical tasks in confined spaces, such as targeted drug delivery, endoscopic e...
Study on Reduced Graphene Oxide-Mediated Titanium Dioxide Photocatalytic Antibacterial Bone Scaffolds Academic Background Bacterial infection is one of the most common complications following the implantation of artificial bone scaffolds during bone defect repair. Bacteria form biofilms on the scaffold surface, releasing acids and enzymes that inte...
Research and Clinical Applications of Selective Laser Melted Tantalum Bone Plates Academic Background In the field of orthopedic implants, titanium (Ti)-based alloys and tantalum (Ta) are widely used due to their high biocompatibility. Titanium-based alloys are typically used to manufacture load-bearing implants, such as bone plates and femoral ste...
Photothermal MXene-Embedded Tannin-Eu³⁺ Particles as In Situ Bacterial Vaccines for Seawater-Immersed Infected Wounds Academic Background Seawater-immersed wounds are prone to severe infections due to the low temperature, high salinity, and bacteria-rich environment, which hinder wound healing. Traditional antibacterial strategies often fail to pro...
3D Bioprinting of Dermal Scaffolds for Full-Thickness Skin Tissue Regeneration Academic Background The skin, being the largest organ of the human body, plays a crucial role in defending against external environmental damage and preventing microbial invasion. However, when the skin suffers extensive damage, its self-repair capabilities are limited, ...