Search Results for author: Chris Sander

Found 2 papers, 1 papers with code

Inference of cell dynamics on perturbation data using adjoint sensitivity

1 code implementation13 Apr 2021 Weiqi Ji, Bo Yuan, Ciyue Shen, Aviv Regev, Chris Sander, Sili Deng

While there is no analogous ground truth for real life biological systems, this work demonstrates the ability to construct and parameterize a considerable diversity of network models with high predictive ability.

Diversity

Learning Protein Structure with a Differentiable Simulator

no code implementations ICLR 2019 John Ingraham, Adam Riesselman, Chris Sander, Debora Marks

This gap between the expressive capabilities and sampling practicalities of energy-based models is exemplified by the protein folding problem, since energy landscapes underlie contemporary knowledge of protein biophysics but computer simulations are often unable to fold all but the smallest proteins from first-principles.

Protein Folding

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