Diffusion models in protein structure and docking
Generative AI is rapidly transforming the frontier of research in computational structural
biology. Indeed, recent successes have substantially advanced protein design and drug …
biology. Indeed, recent successes have substantially advanced protein design and drug …
Recent advances in interpretable machine learning using structure-based protein representations
LF Vecchietti, M Lee, B Hangeldiyev, H Jung… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements in machine learning (ML) are transforming the field of structural
biology. For example, AlphaFold, a groundbreaking neural network for protein structure …
biology. For example, AlphaFold, a groundbreaking neural network for protein structure …
[HTML][HTML] Unified Sampling and Ranking for Protein Docking with DFMDock
Diffusion models have shown promise in addressing the protein docking problem.
Traditionally, these models are used solely for sampling docked poses, with a separate …
Traditionally, these models are used solely for sampling docked poses, with a separate …