Author

Sivabalan Karthik

2 papers indexed here

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#gene editing Review Open access Sep 2026

Managing Trait Trade-Offs in Tomato Breeding Through Genome Editing

A trade-off-aware framework is proposed that links causal-allele identification, mechanism-matched editing, quantitative allele design, multidimensional phenotyping, and validation across generations, genetic backgrounds, and production-relevant environments that can guide the development of balanced, breeding-ready to...

Chae Jia, S. Han, H. Kim et al. · Plants · 0 citations

#reinforcement learning Book Sep 2026

Optimization of Precision Fermentation Using AI/ML

Precision fermentation represents a frontier convergence of synthetic biology and process engineering, employing genetically modified microbial systems to biosynthesize tailored biomolecules—ranging from proteins, amino acids, and fatty acids to pigments, vitamins, and therapeutic intermediates. The integration of arti...

S. Padmavathy, R. M. Murugappan, J. Jenifer Annis Christy et al. · Artificial Intelligence and... · 0 citations