Transcriptional landscape illustrates the diversified adaptation of medicinal plants to multifactorial stress combinations linked with high altitude

Manglesh Kumari†, Prakash Kumar†, Vishal Saini, Rohit Joshi, Ravi Shankar*, Rajiv Kumar*

Planta, 2025
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Decoding stress specific transcriptional regulation by causality aware Graph-Transformer deep learning

Umesh Bhati, Akanksha Sharma, Sagar Gupta, Anchit Kumar, Upendra Kumar Pradhan, Ravi Shankar*

bioRxiv, 2025
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DMRU: Generative Deep-Learning to unravel condition specific cytosine methylation in plants

Sagar Gupta, Anchit Kumar, Veerbhan Kesarwani, Ravi Shankar*

bioRxiv, 2025
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