Using Explainable AI (XAI), researchers analyzed AI model predictions for antibiotic candidates, identifying critical molecular structures and variables. This helped improve predictive models, which can now be trained on what's truly important for activity.
Researchers developed organic polariton light-emitting diodes (OPLEDs) to overcome OLED limitations, achieving high-brightness, narrowband, and high-color purity emission. OPLEDs showcase exceptional performance in next-generation laser displays with over 780,000 cd/m² brightness.
A University of Arizona study has found a consistent pattern: Animals with higher body temperatures are more likely to evolve into herbivores. This relationship holds true across major land vertebrate groups, and is linked to the unique digestive challenges posed by plant-based diets.
A decolorization process using resin adsorption and oxidative decolorization was developed to address color impact of Sapindus mukurossi extract in high-end products. The extracted SME exhibited stability with no significant color change during long periods at higher temperatures, showcasing sebum-control efficacy.
A new SERS microfluidic system was developed by Shanghai Jiao Tong University researchers, achieving a detection limit lower than 10 ppt of harmful substances. The system uses femtosecond laser-induced nanoparticle implantation into flexible substrate for sensitive and reusable microfluidics detection.
Researchers propose a new model to understand youth sport participation, mapping out seven phases of involvement. The 'Participation Re-Engagement (PRE) Model' aims to encourage retention and re-engagement efforts, recognizing opportunities for young people to participate in sports.
A wearable sensor supported by machine learning models can continuously monitor and quantify FOG episodes, providing an accurate picture of a patient's condition. This technology has the potential to support the development of new treatments and improve the lives of people with Parkinson's disease.
A team of researchers used spectroscopic techniques to detect toxic metals in Victorian-era book covers, finding some volumes contain high levels of lead and chromium that could pose a health risk. The study aims to raise awareness about safe handling and conservation of these books among librarians and collectors.
Scientists create efficient method to extract and store curcumin in soy milk, extending shelf life and improving nutritional value. The breakthrough could lead to increased availability of bioavailable curcumin, a potential anti-inflammatory and antioxidant compound.
A study on refining waterbird habitat conservation in compact urban areas using Nature-Based Solutions (NbS). The project developed a model with six strategies to restore coastal wetland habitats, resulting in notable increases in target species and ecosystem services. It offers valuable insights for ecological restoration across China.