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Wouter Boomsma

Researcher at University of Copenhagen

Publications -  62
Citations -  2702

Wouter Boomsma is an academic researcher from University of Copenhagen. The author has contributed to research in topics: Biology & Protein structure prediction. The author has an hindex of 24, co-authored 53 publications receiving 2141 citations. Previous affiliations of Wouter Boomsma include Technical University of Denmark & University of Cambridge.

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Proceedings Article

3D steerable CNNs: learning rotationally equivariant features in volumetric data

TL;DR: The experimental results confirm the effectiveness of 3D Steerable CNNs for the problem of amino acid propensity prediction and protein structure classification, both of which have inherent SE(3) symmetry.
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Statistical Assignment of DNA Sequences Using Bayesian Phylogenetics

TL;DR: It is shown on real data that the method outperforms Blast searches as a measure of confidence and can help eliminate 80% of all false assignment based on best Blast hit.
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Combining Experiments and Simulations Using the Maximum Entropy Principle

TL;DR: This Perspectives article gives a broad introduction to the maximum entropy method, in an attempt to encourage its further adoption and highlights each of these contributions in turn.
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A generative, probabilistic model of local protein structure.

TL;DR: This work presents a fully probabilistic, continuous model of local protein structure in atomic detail that makes efficient conformational sampling possible and provides a framework for the rigorous analysis of local sequence–structure correlations in the native state.