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Michael L. Heuer

dblp:119/6464 · DBLP profile ↗
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4ranked-venue papers
0as first author
1since 2021 · last 2024
0000-0002-9052-6000ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 4 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Interdisciplinary, comprehensive, and emerging computing
3 papers
Bioinformatics and computational biology · 100%
Computer architecture, parallel and distributed computing, and storage systems
1 paper
High-performance computing · 100%

Topics — the 8 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology › comparative genomics › pangenomics
pangenome graph
0.812024
Cluster-efficient pangenome graph construction with nf-core/pangenome · Bioinform. 2024
High-performance computing › cluster computing
cluster deployment
0.212024
Cluster-efficient pangenome graph construction with nf-core/pangenome · Bioinform. 2024
High-performance computing
scientific workflow
0.212024
Cluster-efficient pangenome graph construction with nf-core/pangenome · Bioinform. 2024
Bioinformatics and computational biology › bioinformatics infrastructure
bioinformatics framework
0.222012
BioJava: an open-source framework for bioinformatics in 2012 · Bioinform. 2012
BioJava: an open-source framework for bioinformatics · Bioinform. 2008
Bioinformatics and computational biology
sequence analysis
0.122012
BioJava: an open-source framework for bioinformatics in 2012 · Bioinform. 2012
BioJava: an open-source framework for bioinformatics · Bioinform. 2008
Bioinformatics and computational biology
structural bioinformatics
0.122012
BioJava: an open-source framework for bioinformatics in 2012 · Bioinform. 2012
BioJava: an open-source framework for bioinformatics · Bioinform. 2008
Bioinformatics and computational biology
protein structure analysis
0.012012
BioJava: an open-source framework for bioinformatics in 2012 · Bioinform. 2012
Bioinformatics and computational biology
sequence alignment
0.012012
BioJava: an open-source framework for bioinformatics in 2012 · Bioinform. 2012

Methods — techniques the papers use, named apart from their topics

nextflow · 1.5biocontainers · 1.5statistical analysis · 0.1
YearPublicationVenuePosition
2024 Cluster-efficient pangenome graph construction with nf-core/pangenome
abstract
MOTIVATION: Pangenome graphs offer a comprehensive way of capturing genomic variability across multiple genomes. However, current construction methods often introduce biases, excluding complex sequences or relying on references. The PanGenome Graph Builder (PGGB) addresses these issues. To date, though, there is no state-of-the-art pipeline allowing for easy deployment, efficient and dynamic use of available resources, and scalable usage at the same time. RESULTS: To overcome these limitations, we present nf-core/pangenome, a reference-unbiased approach implemented in Nextflow following nf-core's best practices. Leveraging biocontainers ensures portability and seamless deployment in High-Performance Computing (HPC) environments. Unlike PGGB, nf-core/pangenome distributes alignments across cluster nodes, enabling scalability. Demonstrating its efficiency, we constructed pangenome graphs for 1000 human chromosome 19 haplotypes and 2146 Escherichia coli sequences, achieving a two to threefold speedup compared to PGGB without increasing greenhouse gas emissions. AVAILABILITY AND IMPLEMENTATION: nf-core/pangenome is released under the MIT open-source license, available on GitHub and Zenodo, with documentation accessible at https://nf-co.re/pangenome/docs/usage.
Simon Heumos, Michael L. Heuer, Friederike Hanssen, Lukas Heumos, Andrea Guarracino, Peter Heringer, Philipp Ehmele, Pjotr Prins, Erik Garrison, Sven Nahnsen
Bioinform.2
2019 BioJava 5: A community driven open-source bioinformatics library
abstract
BioJava is an open-source project that provides a Java library for processing biological data. The project aims to simplify bioinformatic analyses by implementing parsers, data structures, and algorithms for common tasks in genomics, structural biology, ontologies, phylogenetics, and more. Since 2012, we have released two major versions of the library (4 and 5) that include many new features to tackle challenges with increasingly complex macromolecular structure data. BioJava requires Java 8 or higher and is freely available under the LGPL 2.1 license. The project is hosted on GitHub at https://github.com/biojava/biojava. More information and documentation can be found online on the BioJava website (http://www.biojava.org) and tutorial (https://github.com/biojava/biojava-tutorial). All inquiries should be directed to the GitHub page or the BioJava mailing list (http://lists.open-bio.org/mailman/listinfo/biojava-l).
Aleix Lafita, Spencer Bliven, Andreas Prlic, Dmytro Guzenko, Peter W. Rose, Anthony R. Bradley, Paolo Pavan, Douglas Myers-Turnbull, Yana Rose, Michael L. Heuer, Matt Larson, Stephen K. Burley, Jose M. Duarte
PLoS Comput. Biol.10
2012 BioJava: an open-source framework for bioinformatics in 2012
abstract
UNLABELLED: BioJava is an open-source project for processing of biological data in the Java programming language. We have recently released a new version (3.0.5), which is a major update to the code base that greatly extends its functionality. RESULTS: BioJava now consists of several independent modules that provide state-of-the-art tools for protein structure comparison, pairwise and multiple sequence alignments, working with DNA and protein sequences, analysis of amino acid properties, detection of protein modifications and prediction of disordered regions in proteins as well as parsers for common file formats using a biologically meaningful data model. AVAILABILITY: BioJava is an open-source project distributed under the Lesser GPL (LGPL). BioJava can be downloaded from the BioJava website (http://www.biojava.org). BioJava requires Java 1.6 or higher. All inquiries should be directed to the BioJava mailing lists. Details are available at http://biojava.org/wiki/BioJava:MailingLists.
Andreas Prlic, Andy Yates, Spencer Bliven, Peter W. Rose, Julius O. B. Jacobsen, Peter V. Troshin, Mark Chapman, Jianjiong Gao, Chuan Hock Koh, Sylvain Foisy, Richard C. G. Holland, Gediminas Rimsa, Michael L. Heuer, Hannes Brandstätter-Müller, Philip E. Bourne, Scooter Willis
Bioinform.13
2008 BioJava: an open-source framework for bioinformatics
abstract
SUMMARY: BioJava is a mature open-source project that provides a framework for processing of biological data. BioJava contains powerful analysis and statistical routines, tools for parsing common file formats and packages for manipulating sequences and 3D structures. It enables rapid bioinformatics application development in the Java programming language. AVAILABILITY: BioJava is an open-source project distributed under the Lesser GPL (LGPL). BioJava can be downloaded from the BioJava website (http://www.biojava.org). BioJava requires Java 1.5 or higher. All queries should be directed to the BioJava mailing lists. Details are available at http://biojava.org/wiki/BioJava:MailingLists.
Richard C. G. Holland, Thomas A. Down, Matthew R. Pocock, Andreas Prlic, David S. Huen, Keith James, Sylvain Foisy, Andreas Dräger, Andy Yates, Michael L. Heuer, Mark J. Schreiber
Bioinform.10