Author

Johan Ulander

AstraZeneca (Sweden)

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Bioinformatics· 1

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Approach:deep learning· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Christian TyrchaniD· 1 shared Garegin A. PapoianiD· 1 shared Helena KäckiD· 1 shared Lars TornbergiD· 1 shared Leonardo De MariaiD· 1 shared Martina AudagnottoiD· 1 shared Werngard CzechtizkyiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Christian TyrchanORCID

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1 paper

Recent·Most cited

Protein structure dynamic prediction: a Machine Learning/Molecular Dynamic approach to investigate the protein conformational sampling

Martina Audagnotto, Werngard Czechtizky, Leonardo De Maria, Helena Käck, Garegin A. Papoian, Lars Tornberg, Christian Tyrchan, Johan Ulander

The paper combines deep learning and mechanistic modeling to predict protein conformational ensembles and compares them to experimental MD structures, showing correlations and highlighting areas for improvement in folding and dynamics prediction.

bioRxiv · Dec 1, 2021 · PreprintBioinformatics