M.Sc. in Human Genomics, Panjab University, Chandigarh

Knowledge graph

Publications:

1. 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  Read research article here


2. PTF-Vac: Ab-initio discovery of plant transcription factors binding sites using explainable and generative deep co-learning encoders-decoders
   Sagar Gupta, Jyoti, Umesh Bhati, Veerbhan Kesarwani, Akanksha Sharma, Ravi Shankar*
   bioRxiv, 2024  Read research article here