June 2026– date –
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LLMs Revolutionize Catalyst Design: ‘CarbonCat-LLMs’ Framework Accelerates High-Entropy Electrocatalyst Discovery via AI-Driven Literature Mining, Achieves State-of-the-Art Predictive Performance
ACS Publications USA Overview Researchers have developed CarbonCat-LLMs, a framework utilizing large language models (LLMs) to accelerate the rational design of carbon-supported high-entropy alloy (HEA) electrocatalysts for hydrogen evol... -
ORNL Develops Primer-Less, Self-Healing Sealant for Building Envelopes with ≥20 lb./inch Peel Strength, Reducing Energy Loss and Extending Longevity
Department of Energy USA Overview Oak Ridge National Laboratory (ORNL) is developing a primer-less, self-healing sealant for building envelopes designed to outperform current commercial technologies. This dynamic polymer incorporates hyd... -
From Baker’s Yeast to Bio-Buildings: Chalmers Unveils 3D-Printable Hydrogel for Sustainable Design
Global Construction Review スウェーデン Overview Engineers at Chalmers University of Technology have developed a novel 3D-printable, bio-based soft hydrogel, synthesizing it from baker's yeast, cellulose, alginate, glycerol, and water. T... -
Chitosan Microspheres Enable Smart Corrosion Warning Coatings that Visibly Signal Corrosion within 30 Seconds, Revolutionizing Predictive Maintenance
European Coatings Germany Overview Researchers have developed a smart corrosion-warning coating for steel using chitosan microspheres encapsulating phenolphthalein. This pH-responsive system visibly signals localized corrosion with a red... -
Ames Lab Pioneers AI-Driven Roadmap for Rare-Earth-Free Permanent Magnet Design, Accelerating Discovery and Strengthening US Supply Chain
Ames National Laboratory USA Overview Researchers at Ames National Laboratory are utilizing an AI-driven roadmap, combining fundamental physics, high-throughput simulations, and reasoning-based AI, to accelerate the discovery of material... -
American Elements Unveils Plant-Based Plastic Alternative, Poised for Significant Environmental Impact Reduction
AMERICAN ELEMENTS ® USA Overview Scientists and engineers at AMERICAN ELEMENTS® have successfully developed a plant-based alternative to plastic, aimed at drastically reducing its massive negative environmental impact. Announced as their... -
DOE’s ‘Genesis Mission’ Harnesses AI to Slash Material Design Time for Batteries and Energy Systems from Years to Months
Department of Energy USA Overview The U.S. Department of Energy (DOE) is spearheading the 'Genesis Mission' to accelerate materials innovation through AI, aiming to reduce time-to-market for critical technologies like batteries and energ... -
Cornell Researchers Engineer Moiré 2D Materials via Strain Engineering, Bypassing Stacking and Twisting for Scalable Quantum Material Fabrication
Cornell Chronicle USA Overview Cornell researchers have developed a novel method to create moiré patterns in 2D materials, which imbue them with unusual quantum behaviors, without the traditional twisting and stacking. Published in the P... -
Chinese Academy of Sciences Develops Self-Compensating Flexible Sensor for Simultaneous Gesture Recognition and Temperature Perception, Revolutionizing Wearable Tech
Chinese Academy of Sciences China Overview Researchers from the Chinese Academy of Sciences have developed a flexible, dual-function, self-compensating sensor for simultaneous gesture recognition and temperature perception, addressing ke... -
ETH Zurich Researchers Develop Phononic Metamaterial Guiding Vibrations Along Predefined Paths, Enabling Mechanical Computing and Self-Powered Sensors
ETH Zurich Switzerland Overview Researchers at ETH Zurich have developed a novel phononic metamaterial, fabricated on wafer-thin silicon membranes, capable of precisely controlling mechanical waves such as vibrations or acoustic signals....
