Building Safer Roads with AI: The Emergency Vehicle Dataset
Dr. Chandra Jaiswal's team built a simulated driving dataset in which ambulances and police cars appear far more often, to help train self-driving systems to recognise emergency vehicles.
Materials, structures, energy, robotics and computing.
Dr. Gustavo de Carvalho Bertaccini Guriam's team reports one patient whose persistent duodenal fistula closed after combined endoscopic vacuum therapy, internal drainage stents and an over-the-scope clip.
Dr. Chandra Jaiswal's team built a simulated driving dataset in which ambulances and police cars appear far more often, to help train self-driving systems to recognise emergency vehicles.
Associate Professor Jin Zhang's team made the brittle biodegradable plastic PHB stronger, tougher and more flexible by reinforcing it with coated cotton fibres and chemically modifying it to bond better.
An engineered wood beam with a honeycomb-like corrugated core nearly matched glulam's strength while being stiffer for its weight, in bending tests by Dr. Mohammadabadi's team at Mississippi State University.
Professor Bing Bai's team developed a model, built on granular thermodynamics, that predicts how heavy metals and suspended particles move together through soil under stress and temperature changes, matching soil-column experiments.
Professor Bing Bai's team found that red mud combined with fly ash and cured in warm conditions can form a geopolymer whose strength becomes comparable to high-grade cement after several weeks.
Jin Zhang's team turned ordinary PET plastic into sheets that repel water, clean themselves, delay ice formation and resist UV damage, using heat-engraved surface patterns and chemical treatment without nanoparticles.
Professor Giovanni Emanuele Corazza and colleagues from the International Society for the Study of Creativity and Innovation set out a decalogue of research challenges for cyber-creativity, from theory and education to ethics.
Dr. Reza Kohandani and Dr. Simarjeet Saini built a gold nanograting light sensor with a built-in reference mode that cancels temperature drift, sharpening detection of tiny changes in water-like liquids.
Dr. Khandakar Akhter Hossain's assessment finds Bangladesh's ship recycling industry economically vital but facing safety, environmental and certification gaps, and argues modernization is needed to keep pace with regional competitors.
Professor Tetsuji Saito reviews samarium-iron-nitride magnets, describing strong magnetic performance and commercial bonded magnets, but notes fully dense sintered magnets remain a challenge before they could replace current materials.
Professor Francisco Jurado's adaptive control method kept simulated quadrotor drones tracking stably under disturbances and prevented parameter drift, with lower tracking errors than comparable methods in most cases.
Professor Bernard Zeigler and colleagues argue that the DEVS modelling framework, through closure under coupling, universality and uniqueness, can serve as a common standard for linking different simulation tools.