We provide a pretrained checkpoint to support both functionalities. No architectural change is required — CrystalFormer seamlessly switches behavior depending on whether a formula is supplied.

Chemeleon is a text-guided diffusion model designed for crystal structure generation. The tool allows users to explore and generate crystal structures either through natural language descriptions or ...

Gallium nitride (GaN) power devices are redefining the limits of switching converters by combining wide bandgap physics with lateral HEMT structures optimized for fast, low-loss operation. This ...

As the demand for safe, cost-effective energy storage solutions continues to grow, the limitations of traditional lithium-ion batteries in terms of safety and resource scarcity become more pronounced.

Duplicates of crystal structures are flooding databases, implicating repositories hosting organic, inorganic, and computer-generated crystals. The issue raises questions about curation practices at ...

Instead of always forming building block by building block, scientists are learning that crystals can grow through more complex pathways. Credit: Shihao Zang/NYU Meet “Zangenite,” a hollow crystal ...

From the delicate patterns of snowflakes to the robust structure of diamonds, crystals are all around us. For a long time, scientists believed their growth followed a predictable path. But now, ...

Crystal structure prediction (CSP) is typically addressed by combining first-principles calculations with optimization algorithms. For example, genetic algorithms are often employed to iteratively ...

School of Chemical Engineering, Sichuan University, Chengdu 610065, P. R. China ...

Unlocking the secrets of crystal structures is a crucial step in predicting the properties and applications of materials from their chemical compositions. Unfortunately, most current methods for ...