@article{WOS:001643722100001,

title = {Machine Learning-Driven Enzyme Mining: Opportunities, Challenges, and  Future Perspectives},

author = {Felix Moorhoff and Yanzi Zhang and Sizhe Qiu and Wenjuan Dong and David Medina-Ortiz and Jing Zhao and Mehdi D. Davari},

doi = {10.1021/acscatal.5c04814},

issn = {2155-5435},

year  = {2026},

date = {2026-01-01},

urldate = {2026-01-01},

journal = {ACS CATALYSIS},

volume = {16},

number = {1},

pages = {12-30},

keywords = {Biocatalysis, DiP-BioCasNavi, Enzyme discovery, Machine learning},

pubstate = {published},

tppubtype = {article}

}

@article{WOS:001616552400001,

title = {Best Practices for Machine Learning-Assisted Protein Engineering},

author = {Fabio Herrera-Rocha and David Medina-Ortiz and Fabian Mauz and Juergen Pleiss and Mehdi D. Davari},

doi = {10.1021/acs.jcim.5c01983},

issn = {1549-9596},

year  = {2025},

date = {2025-12-01},

urldate = {2025-12-01},

journal = {JOURNAL OF CHEMICAL INFORMATION AND MODELING},

volume = {65},

number = {23},

pages = {12655-12667},

keywords = {DiP-LeFos, Machine learning, Optimization, Protein engineering},

pubstate = {published},

tppubtype = {article}

}