(a) Protein sequence-structure co-design with PocketGen; (b) Dual-layer graph Transformer encoder; (c) Pre-trained protein language model for sequence prediction and efficient fine-tuning. Researchers ...

A generative AI framework rapidly designs optimized fuel cell catalyst layers that deliver significantly better performance ...

A newly developed generative AI model is helping researchers explore protein dynamics with increased speed. The deep learning system, called BioEmu, predicts the full range of conformations a protein ...

This course provides a comprehensive introduction to diffusion models and flow models for generative AI, covering both theoretical foundations and methodological advancements. The course is divided ...

The timeline shows representative Generative AI technologies that were developed and refined during different historical periods. The color of each bullet point indicates the specific stage in the ...