Soham Mukherjee
Graduate Student
Graduate Teaching Assistant
Joined department: Fall 2020
Education
I am a Graduate Student of Purdue University. I am currently doing my PhD in Computer Science . My research focus is on Computational Topology or Topological Data Analysis. I recently moved to Purdue (Fall 2020) from The Ohio State University along with my advisor Prof. Tamal Krishna Dey. I am in TGDA group of CSE dept. I am from Kolkata,the City of Joy. It is in the eastern part of India.
Selected Publications
Mukherjee, Soham. "Denoising with discrete Morse theory." The Visual Computer 37.9-11 (2021): 2883-2894.
Zhang, Simon, Soham Mukherjee, and Tamal K. Dey. "GEFL: Extended Filtration Learning for Graph Classification." Learning on Graphs Conference. PMLR, 2022.
Mukherjee, Soham, et al. "Determining clinically relevant features in cytometry data using persistent homology." PLoS Computational Biology 18.3 (2022): e1009931.
Dey, T.K., Mandal, S. & Mukherjee, S. Gene expression data classification using topology and machine learning models. BMC Bioinformatics 22 (Suppl 10), 627 (2021). https://doi.org/10.1186/s12859...