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cs.LG2026
Applications of deep generative models to DNA reaction kinetics and to cryogenic electron microscopy
Chenwei Zhang
This dissertation explores how deep generative models can advance the analysis of challenging biological problems by integrating domain knowledge with deep learning. It focuses on…
cs.LG2025
Struc2mapGAN: improving synthetic cryo-EM density maps with generative adversarial networks
Chenwei Zhang, Anne Condon, Khanh Dao Duc
Generating synthetic cryogenic electron microscopy 3D density maps from molecular structures has potential important applications in structural biology. Yet existing simulation-bas…