Mohammed Alser is a tenure-track Assistant Professor of Bioinformatics and Computer Science in the Department of Computer Science, within the College of Arts and Sciences, at Georgia State University, USA. His primary research incorporates several aspects of bioinformatics, metagenomics, computational genomics, and computer science. His research aims to enable efficient computational genomic analyses by rethinking the complete compute stack, starting from how we handle input data and algorithms to the underlying hardware architecture. Such a multifaceted approach is necessary to overcome bottlenecks throughout different genomic methods and applications. He is particularly interested in building new data structures, algorithms, AI models, software tools, and hardware architectures for enabling and incorporating efficient computational genomic analyses into clinical practice for rapid surveillance of disease outbreaks, diagnosis of genetic disorders, and identification of pathogens and microbiomes on Earth and in challenging environments such as in outer space.
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CMU-SAFARI/Genome-on-Diet
CMU-SAFARI/Genome-on-Diet PublicGenome-on-Diet is a fast and memory-frugal framework for exemplifying sparsified genomics for read mapping, containment search, and metagenomic profiling. It is much faster & more memory-efficient …
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CMU-SAFARI/SneakySnake
CMU-SAFARI/SneakySnake PublicSneakySnake:snake: is the first and the only pre-alignment filtering algorithm that works efficiently and fast on modern CPU, FPGA, and GPU architectures. It greatly (by more than two orders of mag…
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BilkentCompGen/GateKeeper
BilkentCompGen/GateKeeper PublicGateKeeper: Fast Alignment Filter for DNA Short Read Mapping
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CMU-SAFARI/Shouji
CMU-SAFARI/Shouji PublicShouji is fast and accurate pre-alignment filter for banded sequence alignment calculation. Described in the Bioinformatics journal paper (2019) by Alser et al. at https://academic.oup.com/bioinfor…
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BilkentCompGen/MAGNET
BilkentCompGen/MAGNET PublicMAGNET: Understanding and Improving the Accuracy of Genome Pre-Alignment Filtering
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