Generative deep learning is reshaping drug design. Chemical language models (CLMs) – which generate molecules in the form of molecular strings – bear particular promise for this endeavor. Here, we ...

Ecological systems often exhibit complex dynamic phenomena like oscillations, chaos and nonlinear regime shifts. Quantifying these dynamics is valuable for both our understanding of these systems, and ...

For a while now, we’ve been talking about transformers, frontier neural network logic models, as a transformative technology, no pun intended. But now, these attention mechanisms have other competing ...