Benchmarking AI-generated structural ensembles of membrane proteins against physics-based modelling
This study demonstrates that the AI-based tool BioEmu can efficiently generate plausible conformational ensembles for membrane proteins like GlpG, capturing rare states and flexible domains at a fraction of the computational cost of traditional molecular dynamics simulations, though it does not fully replicate the entire landscape observed in physics-based modeling.