Danh mục: Story

Abstract Deep learning has demonstrated remarkable success across domains such as image, audio, video, and text processing. However, its application to tabular data remains challenging due to the heterogeneous nature of features and the lack of positional information, which complicates feature interaction modeling. While deep learning approaches for tabular data have achieved performance levels comparable...

Abstract The sol–gel technique offers a versatile route for synthesizing electrode materials with reduced and uniform grain sizes, enabling the development of high-performance cathodes for next-generation sodium-ion batteries (SIBs). Achieving high-performance layered oxide cathodes requires control over chemical homogeneity and phase composition. Herein, we investigate the feasibility of tuning the structural integrity, electrochemical behavior, and...

Abstract In the Internet of Things era, flexible photodetectors have received significant attention for applications in wearable electronics and human–machine interfaces. ZnO nanorods, known as a large bandgap semiconductor, is a promising candidate for flexible photodetectors; however, it still has some limitations for practical use, especially low response and humidity interference. Thus, to overcome these...

Abstract Many molecular systems, such as intrinsically disordered proteins and flexible multi-domain complexes, are highly dynamic and often inaccessible to conventional X-ray crystallography or cryo-EM due to their conformational heterogeneity and flexibility. As a result, resolving their atomic-level dynamics remains a significant challenge. In this study, we present SimHS-AFMfit-MD, an integrative framework that combines high-speed...