Machine learning
Researchers from the Harbin Institute of Technology have made significant strides in predicting the efficiency and stability of perovskite solar cells using a multimodal machine learning approach. This research, funded by the Shenzhen Science and Technology Innovation Commission, aimed to address the complexities in predicting photovoltaic conversion efficiency (PCE) by
Machine learning
Researchers at the South China University of Technology have proposed a novel genetic algorithm, GA-ComFit, to solve the multimodal opinion maximization (mOM) problem. This problem aims to identify multiple heterogeneous well-performed seed sets for the primal OM problem, which is crucial in social network analysis. The proposed algorithm uses a
Nanotechnology
Researchers at the Isfahan University of Technology have made a significant breakthrough in developing a nanocarrier system that can effectively regulate blood glucose levels. This innovative technology uses a hybrid nanocarrier made of poly(amidoamine) (PAMAM) dendrimers with a nanocrystalline cellulose (NCC) core functionalized with 4-carboxyphenylboronic acid (PBA). The system
Nanotechnology
Researchers at the Indian Institute of Technology Indore have made a significant breakthrough in the field of nanotechnology, developing self-healing, antibacterial hybrid gels that can be used to deliver drugs and have applications in various medical fields. The researchers successfully synthesized and characterized a novel molecule, , which forms hybrid gel
Nanotechnology
Researchers at the South China University of Technology have developed a synergistic antibacterial composite material, CAT@ZIF-8/AgNPs, which utilizes a metal-organic framework material, ZIF-8, catalase (CAT), and silver nanoparticles (AgNPs) to exhibit broad-spectrum antibacterial properties. This innovative material demonstrates excellent stability, retaining over 50% activity at pH 11, and
Nanotechnology
Research conducted by the Hong Kong Polytechnic University has made significant advancements in the field of nanotextures by employing magnetic field-assisted ultra-precision machining. The study, published in PLOS One, demonstrated the ability to generate nanotextures on aluminum alloy surfaces using diamond cutting, a crucial step in producing functional surfaces with
Nanotechnology
Researchers at Riga Technical University in Latvia have made a significant discovery in the field of nanotechnology. By incorporating nanoparticles into epoxy polymers, they have found a way to enhance the material's performance in aggressive environments. The study, published in the journal Processes, reveals that the mechanical failure
Machine learning
Researchers at Zhejiang University of Technology in Hangzhou, People's Republic of China, have made significant advancements in liver lesion detection using a novel weakly-supervised learning framework. This innovative approach leverages generative adversarial networks to translate abnormal data into normal data, enabling the detection of lesions without requiring pixel-
Machine learning
Linear Programs (LPs) are one of the major building blocks of AI and have made significant strides in differentiable optimizers for learning systems, according to new research. The study, conducted by researchers at the Technical University of Darmstadt, aimed to address the non-explainability of LPs, which are often considered white-box
Machine learning
Researchers from the Dalian University of Technology have shed new light on the synergy between metaheuristic algorithms and machine learning, revealing their high effectiveness in delivering high-quality solutions across diverse fields. This breakthrough has sparked interest in the potential applications of their integration, particularly in real-world applications such as autonomous
Environmental sustainability
Researchers at Zhejiang Science Technical University have successfully developed an optimized two-stage sulfuric acid leaching strategy to efficiently extract valuable metals from hazardous sodium carbonate roasting-leaching residues of spent hydrodesulfurization catalysts. This breakthrough approach not only addresses the treatment of hazardous waste but also transforms it into valuable resources, advancing
Environmental sustainability
A new research study from the Durban University of Technology has highlighted the growing crisis of plastic waste in sub-Saharan Africa, with the anthropogenic deployment of plastic waste posing significant environmental and health threats. The study emphasized the need for sustainable and eco-friendly remediation techniques to mitigate the far-reaching environmental
