Search Results for author: Joseph C. Kim

Found 1 papers, 0 papers with code

Scalable Normalizing Flows Enable Boltzmann Generators for Macromolecules

no code implementations8 Jan 2024 Joseph C. Kim, David Bloore, Karan Kapoor, Jun Feng, Ming-Hong Hao, Mengdi Wang

We demonstrate that standard architectures and training strategies, such as maximum likelihood alone, fail while our novel architecture and multi-stage training strategy are able to model the conformational distributions of protein G and HP35.

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