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Stefan Birmanns

dblp:11/1256 · DBLP profile ↗
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2ranked-venue papers
0as first author
0since 2021 · last 2008
—ORCID · none

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

Artificial intelligence and machine learning · 1Applied, interdisciplinary, general and emerging computing · 1

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
1 paper
Bioinformatics and computational biology · 100%

Topics — the 3 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology › structural biology
flexible molecular alignment
0.112008
Biomolecular pleiomorphism probed by spatial interpolation of coarse models · Bioinform. 2008
Bioinformatics and computational biology › molecular informatics › molecular modeling
molecular structure modeling
0.112008
Biomolecular pleiomorphism probed by spatial interpolation of coarse models · Bioinform. 2008
Bioinformatics and computational biology
structural biology
0.112008
Biomolecular pleiomorphism probed by spatial interpolation of coarse models · Bioinform. 2008

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

spatial interpolation · 0.1inverse distance weighting interpolation · 0.1constrained molecular dynamics · 0.1
YearPublicationVenuePosition
2008 Biomolecular pleiomorphism probed by spatial interpolation of coarse models
abstract
In low resolution structures of biological assemblies one can often observe conformational deviations that require a flexible rearrangement of structural domains fitted at the atomic level. We are evaluating interpolation methods for the flexible alignment of atomic models based on coarse models. Spatial interpolation is well established in image-processing and visualization to describe the overall deformation or warping of an object or an image. Combined with a coarse representation of the biological system by feature vectors, such methods can provide a flexible approximation of the molecular structure. We have compared three well-known interpolation techniques and evaluated the results by comparing them with constrained molecular dynamics. One method, inverse distance weighting interpolation, consistently produced models that were nearly indistinguishable on the alpha carbon level from the molecular dynamics results. The method is simple to apply and enables flexing of structures by non-expert modelers. This is useful for the basic interpretation of volumetric data in biological applications such as electron microscopy. The method can be used as a general interpretation tool for sparsely sampled motions derived from coarse models.
Mirabela Rusu, Stefan Birmanns, Willy Wriggers
Bioinform.2
2004 Topology representing neural networks reconcile biomolecular shape, structure, and dynamics
Willy Wriggers, Pablo Chacón, Julio A. Kovacs, Florence Tama, Stefan Birmanns
Neurocomputing5