Mdlvzip -
: Only the compressed latent data and the trained model weights need to be stored.
: Users can select different bottleneck sizes to balance how much space they save versus how accurate the reconstruction is. Mdlvzip
Should I focus more on the side or the biophysics applications? : Only the compressed latent data and the
: The decoder reconstructs the atomic positions with high geometric accuracy. : The decoder reconstructs the atomic positions with
The core of MDZip is a neural network called a .
: It doesn't need complex physics rules during the compression phase, making it faster and more flexible.
MD trajectories—simulations of how atoms move in a biological system—often generate terabytes of data. MDZip addresses this by using to achieve over a 95% reduction in file size without losing essential dynamical information. Why Use MDZip?