Aleksej Zelezniak
Showing 27 publications
Cell-cell metabolite exchange creates a pro-survival metabolic environment that extends lifespan
Learning deep representations of enzyme thermal adaptation
Toward learning the principles of plant gene regulation
Controlling gene expression with deep generative design of regulatory DNA
Performance of Regression Models as a Function of Experiment Noise
Plastic-Degrading Potential across the Global Microbiome Correlates with Recent Pollution Trends
metaGEM: reconstruction of genome scale metabolic models directly from metagenomes
A time-resolved proteomic and prognostic map of COVID-19
Learning the Regulatory Code of Gene Expression
Bayesian genome scale modelling identifies thermal determinants of yeast metabolism
Ultra-fast proteomics with Scanning SWATH
Expanding functional protein sequence spaces using generative adversarial networks
Ultra-High-Throughput Clinical Proteomics Reveals Classifiers of COVID-19 Infection
Ice-Age Climate Adaptations Trap the Alpine Marmot in a State of Low Genetic Diversity
Nutritional preferences of human gut bacteria reveal their metabolic idiosyncrasies
Machine Learning Predicts the Yeast Metabolome from the Quantitative Proteome of Kinase Knockouts
Designing and interpreting 'multi-omic' experiments that may change our understanding of biology
The self-inhibitory nature of metabolic networks and its alleviation through compartmentalization
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