School of Engineering and Science
Jacobs University Bremen
Street Address: Campus Ring 1
Mailing Address: P.O. Box 750 561
D-28725 Bremen, Germany
Phone: +49 (0) 421 200-3525
Fax: +49 (0) 421 200-3103
Office: Research I, Room 60
Dawit Nigatu was born in Addis Ababa, Ethiopia in 1987. He received his Bachelor degree from the department of electrical and computer engineering, Jimma University, Ethiopia, in 2008. Afterwards, he worked at a telecom company. In 2012, Dawit moved to Germany for his masters study at Jacobs University Bremen. Dawit joined Transmission Systems group at Jacobs University in August 2013 to pursue his integrated Ph.D studies. He is currently working as a Postdoctoral researcher on an interdisciplinary project of analyzing DNA sequences using information and communication theoretic tools. His primary research interests are in the areas of statistical inference, machine learning, bioinformatics, signal processing, and information theory.
In: BMC Bioinformatics, 18 (473), 2017.
In: EURASIP Journal on Advances in Signal Processing, 2017.
In: EURASIP Journal on Bioinformatics and Systems Biology, 4 , 2016.
The Empirical Codon Mutation Matrix as a Communication Channel Journal Article
In: BMC Bioinformatics, 15 (80), 2014.
ECE Graduate Seminar, Old Dominion University, Norfolk, VA, 2015.
In: Peixoto, Nathalia; Silveira, Margarida; Al, Hesham H; Maciel, Carlos; van den Broek, Egon L (Ed.): 881 , pp. 227-247, Springer, Cham, 2018, ISBN: 978-3-319-94806-5, 978-3-319-94805-8.
The DNA from a Coding Perspective Book Chapter
In: Bossert, Martin (Ed.): Springer Lecture Notes in Bioengineering: Information- and Communication Theory in Molecular Biology, 2017, ISBN: 978-3-319-54729-9, 978-3-319-54728-2.
Multilevel capacities for the codon mutation channel In Proceeding
10th International Symposium on Turbo Codes & Iterative Information Processing (ISTC 18) Hong Kong, 2018.
8th International Conference on Bioinformatics Models, Methods and Algorithms, Porto, 2017.
IEEE GlobalSIP14-Workshop on Genomic Signal Processing and Statistics 2014, Atlanta, Georgia, USA, 2014.
IEEE 2014 8th International Symposium on Turbo Codes and Iterative Information Processing (ISTC), 2014.
Current research topics
• Machine Learning
• Information Theory
• Data Science
• Source Coding
• Computational Biology
- The DNA from a Coding Perspective
Funding: Deutsche Forschungsgemeinschaft – DFG.
- Object Oriented Programming in C++ [2008/2009]
- Usama Nadeem – Compression of DNA Sequences using a Modified Bidirectional Lempel-Ziv-77 Algorithm (BSc thesis)
Additional material associated with my study and research work.
- Sparse Subspace Clustering for Dimension Reduction of Mutation Matrix (3rd Semester Project – Masters / Integrated PhD Program)
- Probability and Random Signal Processing
- Digital Communications with a Focus on Wireline Communications
- Renewable Energy Systems Optimization and Management
- Advanced Random Processes
- Coding Theory
- Detection and Estimation
- Estimation and Detection Laboratory
- Wireless Communications I & II
- Signal Processing for Wireless Communications
- Advanced Wireless Communications (Seminar)
- Introduction to Information Theory
- Speech Signal Processing
- Bioinformatics and Computational Biology