Daniel J. Diaz

Machine learning-aided engineering of hydrolases for PET depolymerization

Hongyuan Lu, Daniel J. Diaz, Natalie J. Czarnecki et al. · Nature · 2022 · 1.2K citations

Engineering, Bioengineering, Biotechnology +14

Discovery of Novel Gain-of-Function Mutations Guided by Structure-Based Deep Learning

Raghav Shroff, Austin W. Cole, Daniel J. Diaz et al. · ACS Synthetic Biology · 2020 · 160 citations

Life Sciences, Bioinformatics, Molecular Biology +16

Improved Bst DNA Polymerase Variants Derived <i>via</i> a Machine Learning Approach

Inyup Paik, Phuoc H. T. Ngo, Raghav Shroff et al. · Biochemistry · 2021 · 57 citations · Full text

Life Sciences, Biotechnology, Molecular Biology +17

Stability Oracle: a structure-based graph-transformer framework for identifying stabilizing mutations

Daniel J. Diaz, Chengyue Gong, Jeffrey Ouyang-Zhang et al. · Nature Communications · 2024 · 57 citations · Full text

Life Sciences, Bioinformatics, Biotechnology +12

Biosensor and machine learning-aided engineering of an amaryllidaceae enzyme

Simon d’Oelsnitz, Daniel J. Diaz, Wantae Kim et al. · Nature Communications · 2024 · 48 citations · Full text

Engineering, Bioengineering, Biotechnology +17