B.Com., Swami Vivekanand Subharti University, Meerut, UP

M.C.A., Jain University, Bangalore, Karnataka

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Publications:

1. Conference Poster: 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*
   22nd Horizons in Molecular Biology Symposium,
   Max Planck Institute for Multidisciplinary Sciences, Gottingen, Germany, 2025
   Find the conference poster here


2. Conference Poster: The Genomics Armoury @ The Himalayan Centre for High-throughput Computational Biology
   Sagar Gupta, Umesh Bhati, Jyoti, Veerbhan Kesarwani, Akanksha Sharma, Anchit Kumar, Ravi Shankar*
   Genomics India Conference, IISc, Bengaluru, 2025  Find the conference poster here


3. Deep-Learning on condition specific expression profiles reveal critical cytosines in gene regulation
   Veerbhan Kesarwani, Anchit Kumar, Akanksha Sharma, Sagar Gupta, Ravi Shankar*
   bioRxiv, 2025  Read the research article here


4. 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*
   Current Plant Biology, 2025  Read the research article here


5. DMRU: Generative Deep-Learning to unravel condition specific cytosine methylation in plants
   Sagar Gupta, Anchit Kumar, Veerbhan Kesarwani, Ravi Shankar*
   bioRxiv, 2025  Read the research article here