Tech & Engineering
Updates every hour. Last Updated: 21-Dec-2025 05:11 ET (21-Dec-2025 10:11 GMT/UTC)
CatDRX: a novel AI model for discovery of chemical catalysts
Institute of Science TokyoPeer-Reviewed Publication
CatDRX is a generative AI framework developed at Institute of Science Tokyo, which enables the design of new chemical catalysts based on the specific chemical reactions in which they are used. The model learns from large reaction datasets and predicts how well a catalyst will perform, while also proposing new catalyst structures. Validated across various reaction types, CatDRX offers a promising strategy to accelerate catalyst discovery for a wide range of chemical and industrial processes.
- Journal
- Communications Chemistry
- Funder
- Japan Science and Technology Agency, Japan Society for the Promotion of Science, Japan Agency for Medical Research and Development
Jeonbuk National University researchers reveal new interface engineering strategy for efficient and stable back-contact solar cells
Jeonbuk National University, Sustainable Strategy team, Planning and Coordination DivisionPeer-Reviewed Publication
Back-contact perovskite solar cells (BC-PSCs) represent a promising new alternative design to conventional solar cells, offering improved light absorption and higher power conversion efficiency. However, for addressing interfacial defects and recombination losses in BC-PSCs, advanced interface engineering techniques are required. Now, researchers have developed a novel bilayer tin oxide electron transport layer for BC-PSCs, which reduces recombination losses, promotes efficient charge transfer, and improves power conversion efficiency.
- Journal
- Journal of Power Sources
Unveiling how sodium-ion batteries can charge faster than lithium-ion ones
Tokyo University of SciencePeer-Reviewed Publication
Sodium-ion batteries (SIBs) are emerging as a sustainable alternative to lithium-ion batteries, thanks to sodium’s abundance and low cost, but their true charging speed remains uncertain due to testing limitations. In a recent study, researchers used the diluted electrode method to shed light on hard carbon’s intrinsic fast-charging performance. Their measurements show that sodium inserts into hard carbon faster than lithium and that nanopore filling governs the overall rate, offering guidance for designing better SIBs.
- Journal
- Chemical Science
Disappointment alters brain chemistry and behavior
Okinawa Institute of Science and Technology (OIST) Graduate UniversityPeer-Reviewed Publication
- Journal
- Nature Communications
- Funder
- Human Frontier Science Program, Okinawa Institute of Science and Technology Graduate University, Japan Society for the Promotion of Science
AI learns to build simple equations for complex systems
Duke UniversityPeer-Reviewed Publication
A research team at Duke University has developed a new AI framework that can uncover simple, understandable rules that govern some of the most complex dynamics found in nature and technology. The research is part of a long-term mission in Chen’s General Robotics Lab, where the team aims to develop “machine scientists” to assist automatic scientific discovery.
- Journal
- npj Complexity
- Funder
- U.S. National Science Foundation, Army Research Laboratory, Army Research Office, Defense Advanced Research Projects Agency
New carbon trading model could cut electricity costs while the Philippines reaches net-zero power
University of SurreyPeer-Reviewed Publication
Carbon trading revenues could exceed $40 billion annually by 2050 whilst helping the Philippines achieve net-zero emissions in its power sector, according to new research from the University of Surrey.
- Journal
- Energy Strategy Reviews