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Jason Yang

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@jsunn-y

PhD candidate at Caltech studying machine learning for protein engineering

jsunn-y.github.io

ALDE. Active Learning-Assisted Directed Evolution for Protein Engineering

83

CARE. CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes

48

PolymerGasMembraneML. A machine-learning implementation that learns generalizable, interpretable models connecting polymer chemistry to membrane gas permeability.

43

SGPO. Steering discrete diffusion models with labeled data for protein fitness optimization

30

DeCOIL. A computational method to optimize degenerate codons for synthesizing an informed combinatorial mutagenesis protein variant library

17