Research Articles
Cracking the Crystal Code: Inside the 7th Blind Test That's Predicting Matter Itself
Explore the groundbreaking 7th Blind Test of Crystal Structure Prediction methods, where scientists are learning to predict nature's blueprints with startling accuracy.
Crafting Tomorrow's Materials: How Electric Fields Are Revolutionizing Microstructure Engineering
Discover how electric fields are enabling precise control of material microstructures through grain boundary engineering, creating continuously graded materials with optimized properties.
Machine Learning Bridges the Scales: The New Era of Smart Material Design
Explore how machine learning and multi-fidelity modeling are transforming materials science by bridging atomic and macroscopic scales.
Do We Need All the Atoms? The Revolutionary Science of Multiscale Modeling
Exploring how multiscale modeling challenges traditional atomistic simulation approaches in materials science and biological systems.
The Invisible Cracks That Could Shatter Our Tech Future
How scientists are using petascale computing and multiscale modeling to predict material failures in microsystems and ensure technological reliability.
The Hidden Blueprint: How Scientists Are Decoding the Molecular Secrets of Fibers
Explore the fascinating progress in fiber structure analysis techniques, from X-ray crystallography to computational models revolutionizing materials science.
From Plastics to Precision: The Rise of Macromolecular Engineering
Explore the evolution of polymer processing into macromolecular engineering, from controlled polymerization to AI-driven discovery and sustainable solutions.
The Atom Whisperers: How AI Deciphers Chemistry's Deepest Secrets from Snapshots
Discover how unsupervised machine learning is revolutionizing atomic-scale materials science by decoding chemical transformation pathways from atomically-resolved imaging data.