Publications

Selected publications from my research work.

Utilizing graph machine learning within drug discovery and development

Gaudelet, T., Day, B., Jamasb, A.R., Soman, J., et al.

Briefings in bioinformatics

2021

Comprehensive study on applications of graph machine learning in drug discovery and development processes.

PyRelationAL: A Library for Active Learning Research and Development

Scherer, P., Gaudelet, T., Pouplin, A., Suraj, MS., Soman, J., et al.

CoRR

2022

A Performance-efficient and practical processor error recovery framework

Soman, J.

University of Cambridge, Computer Laboratory Technical Report

2019

REPAIR: Hard-error recovery via re-execution

Soman, J., Miralaei, N., Mycroft, A., Jones, T.M.

IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems

2015

Some GPU algorithms for graph connected components and spanning tree

Soman, J., Kothapalli, K., Narayanan, P.J.

Parallel Processing Letters

2010

Seminal work on GPU-based graph algorithms

Fast community detection algorithm with GPUs and multicore architectures

Soman, J., Narang, A.

IEEE International Parallel & Distributed Processing Symposium

2011

Discrete range searching primitive for the GPU and its applications

Soman, J., Kothapalli, K., Narayanan, P.J.

Journal of Experimental Algorithmics

2012

Structural Analysis of Whole-System Provenance Graphs

Soman, J., Bytheway, T., Carata, L., et al.

International Provenance and Annotation Workshop

2018

Distributed data scalable adaptive map-reduce framework

Narang, A., Soman, J.

US Patent 9,053,067

2015

GrabFast: A CUDA based GPU accelerated fast short sequence alignment algorithm

Narang, A., Soman, J., Lahabar, S.

International Conference on High Performance Computing

2012

Citation Metrics

Total Citations

669 All Time

446 Since 2019

h-index

9 All Time

6 Since 2019

i10-index

9 All Time

5 Since 2019