Framework materials such as metal–organic frameworks, covalent organic frameworks, and hydrogen–bonded organic frameworks have evolved significantly over the past two decades. Thanks to their highly ...

Superior cost-to-performance ratio, resilience, and versatility are the core reasons behind the success of polymers in every major field. However, their inherent properties need to be modified as per ...

image: Researchers from MIT and the MIT-Watson AI Lab have developed a unified framework that uses machine learning to simultaneously predict molecular properties and ...

Polymer materials have become increasingly important across various industrial applications due to their distinctive physical and chemical properties. Among these, Young's modulus is a key mechanical ...

A new framework uses machine learning to simultaneously predict molecular properties and generate new molecules using only a small amount of data for training ...

Polymer materials play an increasingly important role in a variety of industrial applications, thanks to their distinct physical and chemical properties. Among their key mechanical characteristics, ...

Polymer nanocomposites are advanced materials with a polymer matrix reinforced with nanoscale fillers or additives. These fillers, typically nanoparticles, have at least one dimension less than 100 ...

Investigating FKM's stability under pressure reveals critical insights into thermal and oxidative degradation, essential for ...