November 17, 2025 article Open access Best Practices for Machine Learning-Assisted Protein Engineering Journal of Chemical Information and Modeling DOI: 10.1021/acs.jcim.5c01983 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 5 References 5 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Adoption and Effects of Software Engineering Best Practices in Machine Learning 2020 Proceedings of the ... ACM-IEEE International Symposium on Empirical Software Engineering and Measurement/International Symposium on Empirical Software Engineering and Measurement conference-paper Computer Science Software Engineering Techniques and Practices Open access 104 citations Automated in vivo enzyme engineering accelerates biocatalyst optimization 2024 Nature Communications article Biochemistry, Genetics and Molecular Biology Enzyme Catalysis and Immobilization Open access 87 citations PyPEF—An Integrated Framework for Data-Driven Protein Engineering 2021 Journal of Chemical Information and Modeling article Biochemistry, Genetics and Molecular Biology Enzyme Catalysis and Immobilization 39 citations EnzymeML: seamless data flow and modeling of enzymatic data 2023 Nature Methods article Computer Science Research Data Management Practices 37 citations Evolutionary Probability and Stacked Regressions Enable Data-Driven Protein Engineering with Minimized Experimental Effort 2024 Journal of Chemical Information and Modeling article Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics 3 citations 5 results