Author

Marius Welzel

Philipps University of MarburgORCID 0000-0002-4946-2156Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:DNA methylation· 1 Assay:metagenomics· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Dominik HeideriD· 2 shared Anja LangeiD· 1 shared Bernd FreislebeniD· 1 shared Daniela BeißeriD· 1 shared Hagen DreßleriD· 1 shared Jens BoenigkiD· 1 shared Manfred Jensen· 1 shared Peter Michael SchwarziD· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 22 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBioinformatics

Dominik HeiderORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Autoturbo-DNA: Turbo-Autoencoders for the DNA data storage channel

Marius Welzel, Hagen Dreßler, Dominik Heider

The paper introduces Autoturbo-DNA, a framework for training autoencoders tailored to the DNA data storage channel, enabling error correction and constraint-based sequence generation.

bioRxiv · Sep 15, 2023 · PreprintBioinformatics

Natrix: A Snakemake-based workflow for processing, clustering, and taxonomically assigning amplicon sequencing reads

Marius Welzel, Anja Lange, Dominik Heider, Peter Michael Schwarz, Bernd Freisleben, Manfred Jensen, Jens Boenigk, Daniela Beißer

Natrix is a Snakemake-based workflow for preprocessing and analyzing amplicon sequencing data, providing reproducible and scalable processing from quality assessment to taxonomic assignment.

BMC Bioinformatics · Nov 16, 2020Peer-reviewedBioinformatics