Author

Omar M. Yaghi

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#small language model Open access Sep 2026

Flow-Guided Chemical Language Modeling for Linker Design in Reticular Chemistry

Reticular chemistry has enabled the synthesis of tens of thousands of metal–organic frameworks (MOFs), yet the discovery of new materials still relies largely on intuition-driven linker design and iterative experimentation. As a result, researchers explore only a small fraction of the vast chemical space accessible to...

Dhruv Menon, Vivek Singh, Xu Chen et al. · Journal of the American Chem... · 0 citations

Preprint Jul 2026

Data-driven Design of Metal-Organic Frameworks with Tunable Negative Thermal Expansion

Materials with negative thermal expansion (NTE) are essential for applications requiring precise control of thermal expansion. Owing to their exceptional chemical tunability, flexible architectures, and low-energy lattice vibrations, metal-organic frameworks (MOFs) represent a rich platform for exploring NTE. However,...

Prathami Divakar Kamath, F. Tavani, A. Elena et al. · 1 citation