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Author

Ashwini Talakayala

4 papers indexed here

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#gene editing Book Oct 2026

CRISPR-Based Approaches for Improving Drought Tolerance in Crops

Drought is a significant abiotic stress affecting agricultural production, posing a significant threat to global food security. Biotechnology offers stress-tolerant crops, but regulatory challenge persists. Genome editing technology is a promising approach for crop improvement, allowing precise and efficient modificati...

Anusha Kutala, Vasundhara Gaddam, Mahesh Madineni et al. · 0 citations
#gene editing Book Oct 2026

Genome Editing for Biotic Stress Tolerance

Globally, insect pests and diseases cause significant crop losses, leading to economic crises and food security issues. To meet human population demands and global food security, high-quality pest- and disease-resistant crops must be produced, despite conventional breeding strategies being labor-intensive. Genome editi...

Ashwini Talakayala, Sabavat Raju Naik, Mahendranath Gandikota et al. · 0 citations
#artificial intelligence Book Sep 2026

AI Models for Advancing Plant Nanotechnology

With plant nanotechnology advances, artificial intelligence (AI) models are becoming more and more important, especially when it comes to optimizing nanomaterials for use in agriculture and enabling advancements in precision agriculture, plant biology, and sustainable food production. With an emphasis on the design, de...

Sabavat Raju Naik, Kasi Rao Mediga, Ajithan Chandrasekaran et al. · 0 citations
#reinforcement learning Book Sep 2026

AI Models for Advancing Plant Tissue Culture and Bioreactors

Artificial intelligence (AI) is altering plant biotechnology by solving significant problems in tissue culture and bioreactor systems, including variability, man-power intensity, and poor reproducibility. Machine learning (ML) algorithms and artificial neural networks (ANNs) have opened the capability of simulating com...

Ajithan Chandrasekaran, Magdalin Sylvia Singarayar, Ashwini Talakayala et al. · 0 citations

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