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Ferguson Lab at the University of Chicago's Projects

chromstem-denoising-autoencoder icon chromstem-denoising-autoencoder

A denoising autoencoder using convolutional neural networks and molecular dynamics simulations to post-process ChromSTEM images and provide nucleosome-level resolution.

diamondback icon diamondback

DiAMoNDBack: Diffusion-denoising Autoregressive Model for Non-Deterministic Backmapping of CĪ± Protein Traces

mdn_propagator icon mdn_propagator

Mixture Density Networks (MDNs) for learning simulation propagators

mfgpr icon mfgpr

Multi-fidelity Gaussian Process Regression

molgen icon molgen

Conditional Molecular Structure Generation

pines icon pines

Permutationally invariant networks for enhanced sampling (PINES)

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