DMRU: Generative Deep-Learning to unravel condition specific cytosine methylation in plants
Sagar Gupta, Anchit Kumar, Veerbhan Kesarwani, Umesh Bhati, Ravi Shankar*
Briefings in Bioinformatics (Accepted), 2025 Read the research article here
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
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
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
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
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