Probing the limitations of multimodal language models for chemistry and materials research
The MaCBench frameworkOur benchmark design is guided by the observation that scientific work requires not only access to multiple modalities...
Materials Chemistry
Materials Graph Library (MatGL), an open-source graph deep learning library for materials science and chemistry
Chen, C., Zuo, Y., Ye, W., Li, X., Deng, Z. & Ong, S. P. A critical review of machine learning...
Chemistry, not just geometry, triggers unusual electron behavior in new quantum material
Atomic orbitals (red & blue), which determine how far electrons can move around their originating atom in a material, can...
Sustainable Materials: Why Measurement Matters
One of the most dynamic frontiers in the field of materials science is the development of new and improved sustainable...
To better detect chemical weapons, materials scientists are exploring new technologies
Chemical warfare is one of the most devastating forms of conflict. It leverages toxic chemicals to disable, harm or kill...
Shoji Hall Works at the Electrifying Edge Between Materials Science and Chemistry
Shoji Hall, who joined Penn Engineering as an associate professor in Materials Science and Engineering (MSE) in January 2025, is...
.jpg "IFW Dresden selects Agnitron Agilis 100 MOCVD platform for precursor chemistry and ultra-wide-bandgap materials development")
