Přehled o publikaci
2025
Machine learning applied to biocatalysis research
BRATOVIC, Majda; Rebecca BULLER; Stanislav MAZURENKO and Yang YANGBasic information
Original name
Machine learning applied to biocatalysis research
Authors
BRATOVIC, Majda; Rebecca BULLER; Stanislav MAZURENKO and Yang YANG
Edition
2025
Publisher
NATURE PORTFOLIO
Other information
Language
English
Type of outcome
Article in a journal (not reviewed)
Country of publisher
Germany
Confidentiality degree
is not subject to a state or trade secret
References:
Marked to be transferred to RIV
No
Organization
Přírodovědecká fakulta – Repository – Repository
UT WoS
EID Scopus
Keywords in English
LANGUAGE
Changed: 4/3/2026 00:51, RNDr. Daniel Jakubík
Abstract
In the original language
Machine learning (ML) is rapidly influencing the development of many research areas, including biocatalysis, the use of enzymes and living systems to mediate chemical reactions, often of pharmaceutical and industrial importance. To find out how can machine learning be applied to biocatalysis research, we talked to three scientists, Professor Rebecca Buller (Zurich University of Applied Sciences), Dr. Stanislav Mazurenko (Masaryk University) and Associate Professor Yang Yang (University of California, Santa Barbara). We discussed the potentials and challenges associated with ML, how collaborations between computational and biocatalysis experts can be promoted, and how will the field develop in the future.