Global Intelligence Database
A new machine learning framework accurately simulates complex chemical behaviours by integrating long-range physical interactions. Trained on elements across the periodic table, this foundation model balances computational speed with the precision needed for advanced materials science.
By Gao, Yam, Mao, Chen, Chen, Hu
Scientists are revisiting a family of layered materials called delafossites to solve the sustainability crisis in electronics. These materials combine high conductivity with earth-abundant elements, offering a greener path for everything from solar panels to quantum computers.
By Zhao
Restorative dentistry is shifting from passive fillings to bioactive materials that actively fight decay and repair structure. By manipulating matter at the atomic scale, researchers are creating stronger, smarter composites, though manufacturing hurdles remain.
By Ezzat, Ayad, Azab
Researchers have developed a metrology technique using two-photon state interference and polarisation gradient metasurfaces. This method matches the accuracy of classical approaches while reducing the required photon count by approximately 97%, offering faster acquisition for semiconductor manufacturing.
By Chen, Fan, Li, Qiu, Wang, Zhang, Xiao, Tsai